Publications

(Only the first 500 entries are displayed)

2025

Data-driven LPV Disturbance Rejection Control with IQC-based Stability Guarantees for Rate-bounded Scheduling Parameter Variations

E. Klauser; A. Karimi 

2025

2024

Data-driven LPV Control for Micro-disturbance Rejection in a Hybrid Isolation Platform

E. Klauser; A. Karimi 

2024

2023

Distributionally Robust Infinite-horizon Control: from a pool of samples to the design of dependable controllers

J-S. Brouillon; A. Martin; J. Lygeros; F. Dörfler; G. Ferrari Trecate 

2023

A Proximal-Point Lagrangian-Based Parallelizable Nonconvex Solver for Bilinear Model Predictive Control

Y. Lian; Y. Jiang; D. F. Opila; C. N. Jones 

Ieee Transactions On Control Systems Technology. 2023. DOI : 10.1109/TCST.2023.3291537.

Differential Evolution and Fuzzy-Logic-Based Predictive Algorithm for V2G Charging Stations

L. G. da Silva; N. D. de Andrade; R. B. Godoy; M. A. G. de Brito; E. T. Maddalena 

Applied Sciences-Basel. 2023. Vol. 13, num. 10, p. 5921. DOI : 10.3390/app13105921.

A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability

K. Fedorová; Y. Jiang; J. Oravec; C. Jones; M. Kvasnica 

2023. 62nd IEEE Conference on Decision and Control CDC 2023, Marina Bay Sands, Singapore, December 13-15, 2023. DOI : 10.1109/CDC49753.2023.10383261.

On the Optimality and Convergence Properties of the Iterative Learning Model Predictive Controller

U. Rosolia; Y. Lian; E. Maddalena; G. Ferrari-Trecate; C. Jones 

IEEE Transactions on Automatic Control. 2023. Vol. 68, num. 1, p. 556 – 563. DOI : 10.1109/TAC.2022.3148227.

Stability Verification of Neural Network Controllers using Mixed-Integer Programming

R. Schwan; C. N. Jones; D. Kuhn 

IEEE Transactions on Automatic Control. 2023. Vol. 68, num. 12, p. 7514 – 7529. DOI : 10.1109/TAC.2023.3283213.

Physically Consistent Neural ODEs for Learning Multi-Physics Systems

M. Zakwan; L. Di Natale; B. Svetozarevic; P. Heer; C. Jones et al. 

2023. 22nd IFAC World Congress, Yokohama, Japan, July 9-14, 2023. p. 5855 – 5860. DOI : 10.1016/j.ifacol.2023.10.079.

Output regulation via trajectory tracking for chemical reactors with jacket dynamics

T. S. Nguyen; N. Ha Hoang; C. K. Tan; M. A. Hussain; D. Bonvin 

Computers & Chemical Engineering. 2023. Vol. 169, p. 108071. DOI : 10.1016/j.compchemeng.2022.108071.

Safe Zeroth-Order Optimization Using Linear Programs

B. Guo; Y. Wang; Y. Jiang; M. Kamgarpour; G. Ferrari-Trecate 

2023. 62nd IEEE Conference on Decision and Control (CDC), Singapore, SINGAPORE, DEC 13-15, 2023. p. 556 – 561. DOI : 10.1109/CDC49753.2023.10384023.

Universal Approximation Property of Hamiltonian Deep Neural Networks

M. Zakwan; M. d’Angelo; G. Ferrari-Trecate 

Ieee Control Systems Letters. 2023. Vol. 7, p. 2689 – 2694. DOI : 10.1109/LCSYS.2023.3288350.

2022

Neural Energy Casimir Control for Port-Hamiltonian Systems

L. Xu; M. Zakwan; G. Ferrari Trecate 

2022. 2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico, December 6-9, 2022. DOI : 10.1109/CDC51059.2022.9992784.

On improving the efficiency of modifier adaptation via directional information

D. Rodrigues; A. G. Marchetti; D. Bonvin 

Computers & Chemical Engineering. 2022. Vol. 164, p. 107867. DOI : 10.1016/j.compchemeng.2022.107867.

Optimal Thrust Vector Control of an Electric Small-Scale Rocket Prototype

R. Linsen; P. Listov; A. Lajarte; R. Schwan; C. Jones 

2022

Classification of fall directions via wearable motion sensors

M. S. Turan; B. Barshan 

Digital Signal Processing. 2022. Vol. 125, p. 103129. DOI : 10.1016/j.dsp.2021.103129.

Real-Time Optimization of Wastewater Treatment Plants via Constraint Adaptation

A. Haq; B. Srinivasan; D. Bonvin 

Processes. 2022. Vol. 10, num. 5, p. 990. DOI : 10.3390/pr10050990.

Data-driven distributed online learning control for islanded microgrids

D-D. Zheng; S. S. Madani; A. Karimi 

IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 2022.  p. 1 – 11. DOI : 10.1109/JETCAS.2022.3152938.

Robust Resource-Aware Self-Triggered Model Predictive Control

Y. Lian; Y. Jiang; N. Stricker; L. Thiele; C. N. Jones 

Ieee Control Systems Letters. 2022. Vol. 6, p. 1724 – 1729. DOI : 10.1109/LCSYS.2021.3132654.

Identification of AC Distribution Networks With Recursive Least Squares and Optimal Design of Experiment

E. Fabbiani; P. Nahata; G. De Nicolao; G. Ferrari-Trecate 

Ieee Transactions On Control Systems Technology. 2022. Vol. 30, num. 4, p. 1750 – 1757. DOI : 10.1109/TCST.2021.3116856.

2021

Scalable Bayesian optimization for model calibration: Case study on coupled building and HVAC dynamics

A. Chakrabarty; E. Maddalena; H. Qiao; C. Laughman 

Energy And Buildings. 2021. Vol. 253, p. 111460. DOI : 10.1016/j.enbuild.2021.111460.

Over-the-Air Computation via Reconfigurable Intelligent Surface

W. Fang; Y. Jiang; Y. Shi; Y. Zhou; W. Chen et al. 

Ieee Transactions On Communications. 2021. Vol. 69, num. 12, p. 8612 – 8626. DOI : 10.1109/TCOMM.2021.3114791.

A perturb e d Port-Hamiltonian approach for the stabilization of homogeneous reaction systems via the control of vessel extents

T. S. Nguyen; C. K. Tan; N. H. Hoang; M. A. Hussain; D. Bonvin 

Computers & Chemical Engineering. 2021. Vol. 154, p. 107458. DOI : 10.1016/j.compchemeng.2021.107458.

Learning Robustly Safe Output Feedback Controllers from Noisy Data with Performance Guarantees

L. Furieri; A. Martin; B. Guo; G. Ferrari Trecate 

2021

The Potential of Vehicle-to-Grid to Support the Energy Transition: A Case Study on Switzerland

L. Di Natale; L. Funk; M. Rüdisüli; B. Svetozarevic; G. Pareschi et al. 

MDPI Energies. 2021. Vol. 14, num. 4812, p. 1 – 24. DOI : 10.3390/en14164812.

KPC: Learning-Based Model Predictive Control with Deterministic Guarantees

E. Maddalena; P. Scharnhorst; Y. Jiang; C. N. Jones 

2021. 3rd Annual Learning for Dynamics & Control Conference, [Virtual], June 7-8, 2021. p. 1015 – 1026.

Guest Editorial Model Predictive Control in Energy Conversion Systems

T. Dragicevic; A. Parisio; J. Rodriguez; C. Jones; D. Quevedo et al. 

Ieee Transactions On Energy Conversion. 2021. Vol. 36, num. 2, p. 1311 – 1312. DOI : 10.1109/TEC.2021.3076279.

Offset-Free Economic MPC Based on Modifier Adaptation: Investigation of Several Gradient-Estimation Techniques

M. Vaccari; D. Bonvin; F. Pelagagge; G. Pannocchia 

Processes. 2021. Vol. 9, num. 5, p. 901. DOI : 10.3390/pr9050901.

Energym: A Building Model Library for Controller Benchmarking

P. Scharnhorst; B. Schubnel; C. Fernandez Bandera; J. Salom; P. Taddeo et al. 

Applied Sciences-Basel. 2021. Vol. 11, num. 8, p. 3518. DOI : 10.3390/app11083518.

A comment on performance guarantees of a greedy algorithm for minimizing a supermodular set function on comatroid

O. Karaca; B. Guo; M. Kamgarpour 

European Journal Of Operational Research. 2021. Vol. 290, num. 1, p. 401 – 403. DOI : 10.1016/j.ejor.2020.07.047.

On the computation of extents of reaction with a limited number of measurements

N. H. Hoang; D. Rodrigues; D. Bonvin 

Computers & Chemical Engineering. 2021. Vol. 146, p. 107014. DOI : 10.1016/j.compchemeng.2020.107014.

Embedded PWM Predictive Control of DC-DC Power Converters Via Piecewise-Affine Neural Networks

E. Maddalena; M. W. F. Specq; V. L. Wisniewski; C. Jones 

IEEE Open Journal of the Industrial Electronics Society. 2021. Vol. 2, p. 199 – 206. DOI : 10.1109/OJIES.2021.3058411.

Data-Driven Distributed Combined Primary and Secondary Control in Microgrids

S. S. Madani; C. M. Kammer; A. Karimi 

IEEE Transactions on Control Systems Technology. 2021. Vol. 29, num. 3, p. 1340 – 1347. DOI : 10.1109/TCST.2019.2958285.

Feasibility of an alternative method to estimate glenohumeral joint center from videogrammetry measurements and CT/MRI of patients

E. Sarshari; M. Mancuso; A. Terrier; A. Farron; P. Mullhaupt et al. 

Computer Methods In Biomechanics And Biomedical Engineering. 2021. Vol. 24, num. 1, p. 33 – 42. DOI : 10.1080/10255842.2020.1808889.

Optimal Linear Controller for Minimizing DC Voltage Oscillations in MMC-Based Offshore Multiterminal HVDC Grids

A. Elahidoost; L. Furieri; M. Kamgarpour; E. Tedeschi 

Ieee Access. 2021. Vol. 9, p. 98731 – 98745. DOI : 10.1109/ACCESS.2021.3096291.

Muscle co-contraction in an upper limb musculoskeletal model: EMG-assisted vs. standard load-sharing

E. Sarshari; M. Mancuso; A. Terrier; A. Farron; P. Mullhaupt et al. 

Computer Methods in Biomechanics and Biomedical Engineering. 2021. Vol. 24, num. 2, p. 137 – 150. DOI : 10.1080/10255842.2020.1814755.

2020

Regulatory T cells engineered with TCR signaling-responsive IL-2 nanogels suppress alloimmunity in sites of antigen encounter

S. K. Eskandari; I. Sulkaj; M. B. Melo; N. Li; H. Allos et al. 

Science Translational Medicine. 2020. Vol. 12, num. 569, p. eaaw4744. DOI : 10.1126/scitranslmed.aaw4744.

Remote State Estimation With Stochastic Event-Triggered Sensor Schedule and Packet Drops

L. Xu; Y. Mo; L. Xie 

Ieee Transactions On Automatic Control. 2020. Vol. 65, num. 11, p. 4981 – 4988. DOI : 10.1109/TAC.2020.3004328.

Dwell-time based stability analysis and L-2 control of LPV systems with piecewise constant parameters and delay

M. Zakwan; S. Ahmed 

Systems & Control Letters. 2020. Vol. 145, p. 104805. DOI : 10.1016/j.sysconle.2020.104805.

Real-time optimization of load sharing for gas compressors in the presence of uncertainty

P. Milosavljevic; A. G. Marchetti; A. Cortinovis; T. Faulwasser; M. Mercangoez et al. 

Applied Energy. 2020. Vol. 272, p. 114883. DOI : 10.1016/j.apenergy.2020.114883.

Iterative distributed fault detection and isolation for linear systems based on moving horizon estimation

M. Lauricella; M. Farina; R. Schneider; R. Scattolini 

International Journal Of Adaptive Control And Signal Processing. 2020. Vol. 34, num. 6, p. 743 – 756. DOI : 10.1002/acs.3063.

Revisiting the concept of extents for chemical reaction systems using an enthalpy balance

N. Ha Hoang; D. Rodrigues; D. Bonvin 

Computers & Chemical Engineering. 2020. Vol. 136, p. 106652. DOI : 10.1016/j.compchemeng.2019.106652.

Data-Driven Distributed Reactive Power Sharing in Microgrids

S. S. Madani; A. Karimi 

2020. 2019 IEEE 58th Conference on Decision and Control (CDC), Nice, France, 11-13 Decembre, 2019. p. 7512 – 7517. DOI : 10.1109/CDC40024.2019.9029506.

Modifier Adaptation as a Feedback Control Scheme

A. G. Marchetti; T. d. A. Ferreira; S. Costello; D. Bonvin 

Industrial & Engineering Chemistry Research. 2020. Vol. 59, num. 6, p. 2261 – 2274. DOI : 10.1021/acs.iecr.9b04501.

Data-driven methods for building control – A review and promising future directions

E. T. Maddalena; Y. Lian; C. N. Jones 

Control Engineering Practice. 2020. Vol. 95, p. 104211. DOI : 10.1016/j.conengprac.2019.104211.

On Gaussian Process Based Koopman Operators

L. Yingzhao; C. Jones 

2020. 21st IFAC World Congress on Automatic Control – Meeting Societal Challenges, Berlin, Germany, July 11-17, 2020. p. 52 – 58. DOI : 10.1016/j.ifacol.2020.12.217.

On Maintaining Linear Convergence of Distributed Learning and Optimization Under Limited Communication

S. Magnusson; H. Shokri-Ghadikolaei; N. Li 

Ieee Transactions On Signal Processing. 2020. Vol. 68, p. 6101 – 6116. DOI : 10.1109/TSP.2020.3031073.

A Neural Network Architecture to Learn Explicit MPC Controllers from Data

C. G. d. S. Moraes; G. Waltrich; C. Jones; E. Maddalena 

2020. 21st IFAC World Congress on Automatic Control – Meeting Societal Challenges, ELECTR NETWORK, Jul 11-17, 2020. p. 11362 – 11367. DOI : 10.1016/j.ifacol.2020.12.546.

Estimation technique for offset-free economic MPC based on modifier adaptation

M. Vaccari; F. Pelagagge; D. Bonvin; G. Pannocchia 

2020. 21st IFAC World Congress on Automatic Control – Meeting Societal Challenges, ELECTR NETWORK, Jul 11-17, 2020. p. 11251 – 11256. DOI : 10.1016/j.ifacol.2020.12.357.

Data-driven distributed frequency/voltage and power sharing control for islanded microgrids

D. Zheng; A. Karimi 

2020

2019

Accelerated and adaptive modifier-adaptation schemes for the real-time optimization of uncertain systems

R. Schneider; P. Milosavljevic; D. Bonvin 

Journal Of Process Control. 2019. Vol. 83, p. 129 – 135. DOI : 10.1016/j.jprocont.2018.07.001.

An Inertial Parallel and Asynchronous Forward-Backward Iteration for Distributed Convex Optimization

G. Stathopoulos; C. N. Jones 

Journal Of Optimization Theory And Applications. 2019. Vol. 182, num. 3, p. 1088 – 1119. DOI : 10.1007/s10957-019-01542-7.

110th Anniversary: A Feature-Based Analysis of Static Real-Time Optimization Schemes

B. Srinivasan; D. Bonvin 

Industrial & Engineering Chemistry Research. 2019. Vol. 58, num. 31, p. 14227 – 14238. DOI : 10.1021/acs.iecr.9b02327.

Gravure printed Ag/conductive polymer electrodes and simulation of their electrical properties

R. Schneider; P. A. Losio; F. A. Nuesch; J. Heier 

International Journal Of Advanced Manufacturing Technology. 2019. Vol. 103, num. 9-12, p. 3901 – 3912. DOI : 10.1007/s00170-019-03835-7.

Real-time optimization of an experimental solid-oxide fuel-cell system

T. d. A. Ferreira; Z. Wuillemin; A. G. Marchetti; C. Salzmann; J. Van Herle et al. 

Journal Of Power Sources. 2019. Vol. 429, p. 168 – 179. DOI : 10.1016/j.jpowsour.2019.03.025.

Education in Process Systems Engineering: Why it matters more than ever and how it can be structured

I. T. Cameron; S. Engell; C. Georgakis; N. Asprion; D. Bonvin et al. 

Computers & Chemical Engineering. 2019. Vol. 126, p. 102 – 112. DOI : 10.1016/j.compchemeng.2019.03.036.

Dynamic Optimization of Reaction Systems via Exact Parsimonious Input Parameterization

D. Rodrigues; D. Bonvin 

Industrial & Engineering Chemistry Research. 2019. Vol. 58, num. 26, p. 11199 – 11212. DOI : 10.1021/acs.iecr.8b05512.

Convex Optimization-Based Control Design for Parallel Grid-Connected Inverters

C. Kammer; S. D’Arco; A. G. Endegnanew; A. Karimi 

IEEE Transactions on Power Electronics. 2019. Vol. 34, num. 7, p. 6048 – 6061. DOI : 10.1109/TPEL.2018.2881196.

Distributed modifier-adaptation schemes for the real-time optimisation of uncertain interconnected systems

R. Schneider; P. Milosavljevic; D. Bonvin 

International Journal Of Control. 2019. Vol. 92, num. 5, p. 1123 – 1136. DOI : 10.1080/00207179.2017.1383632.

A Battery-Less Photovoltaic Water-Pumping System With Low Decoupling Capacitance

E. T. Maddalena; C. G. da Silva Moraes; G. Braganca; L. Galotto Junior; R. B. Godoy et al. 

IEEE Transactions On Industry Applications. 2019. Vol. 55, num. 3, p. 2263 – 2271. DOI : 10.1109/TIA.2019.2900412.

Sequential model identification of reaction systems-The missing path between the incremental and simultaneous approaches

S. Srinivasan; J. Billeter; D. Bonvin 

AIChE Journal. 2019. Vol. 65, num. 4, p. 1211 – 1221. DOI : 10.1002/aic.16530.

Robust control of systems with sector nonlinearities via convex optimization: A data-driven approach

A. Nicoletti; A. Karimi 

International Journal Of Robust And Nonlinear Control. 2019. Vol. 29, num. 5, p. 1361 – 1376. DOI : 10.1002/rnc.4439.

Maximum-likelihood estimation of kinetic parameters via the extent-based incremental approach

D. Rodrigues; J. Billeter; D. Bonvin 

Computers & Chemical Engineering. 2019. Vol. 122, p. 152 – 171. DOI : 10.1016/j.compchemeng.2018.05.024.

A Robust Data-Driven Controller Design Methodology With Applications to Particle Accelerator Power Converters

A. Nicoletti; M. Martino; A. Karimi 

IEEE Transactions on Control Systems Technology. 2019. Vol. 27, num. 2, p. 814 – 821. DOI : 10.1109/TCST.2017.2783346.

Distributed attack detection scheme for islanded DC microgrids

A. J. Gallo; M. S. Turan; P. Nahata; F. Boem; T. Parisini et al. 

Future Electric Power Systems and the Energy Transition, Champéry, Switzerland, February 3-8, 2019.

Analysis of output modifier adaptation for real-time optimization

A. Papasavvas; T. d. A. Ferreira; A. G. Marchetti; D. Bonvin 

Computers & Chemical Engineering. 2019. Vol. 121, p. 285 – 293. DOI : 10.1016/j.compchemeng.2018.09.028.

A data-driven approach to model-reference control with applications to particle accelerator power converters

A. Nicoletti; M. Martino; A. Karimi 

Control Engineering Practice. 2019. Vol. 83, p. 11 – 20. DOI : 10.1016/j.conengprac.2018.10.007.

Incremental Parameter Estimation under Rank-Deficient Measurement Conditions

K. Villez; J. Billeter; D. Bonvin 

Processes. 2019. Vol. 7, num. 2, p. 75. DOI : 10.3390/pr7020075.

Decentralized and Distributed Transient Control for Microgrids

C. M. Kammer; A. Karimi 

IEEE Transactions on Control Systems Technology. 2019. Vol. 27, num. 1, p. 311 – 322. DOI : 10.1109/TCST.2017.2768421.

ICT Adoption in Executive Training for Development Blending Digital and Physical Communication and Awareness Channels

G. Feraud; A. Holzer; I. V. Cardia; D. Gillet 

2019. 10th International Conference on Information and Communication Technologies and Development (ICTD), Ahmedabad, INDIA, Jan 04-07, 2019. DOI : 10.1145/3287098.3287140.

Experimental Verification of Sum-Of-Squares-Based Controller Tuning Technique with Extension to Parallel Multimodel Uncertainty Processing

I. Pejcic; C. N. Jones 

2019. 18th European Control Conference (ECC), Naples, ITALY, Jun 25-28, 2019. p. 1288 – 1293. DOI : 10.23919/ECC.2019.8796044.

New Tools for MOOC/MOOL to Sustain Continuity of Experimentation in Control

C. Salzmann; Y. Piguet; D. Gillet 

2019. 12th IFAC Symposium on Advances in Control Education (ACE), Philadelphia, PA, July 7-9, 2019. p. 254 – 259. DOI : 10.1016/j.ifacol.2019.08.217.

Fast RTO Applied to a Commercial SOFC System

T. d. A. Ferreira; Z. Wuillemin; A. G. Marchetti; D. Bonvin 

2019. 12th International-Federation-of-Automatic-Control (IFAC) Symposium on Dynamics and Control of Process Systems including Biosystems (DYCOPS), Florianopolis, BRAZIL, Apr 23-26, 2019. p. 40 – 45. DOI : 10.1016/j.ifacol.2019.06.034.

Recurrent Neural Network based MPC for Process Industries

N. Lanzetti; Y. Z. Lian; A. Cortinovis; L. Dominguez; M. Mercangoz et al. 

2019. 18th European Control Conference (ECC), Naples, ITALY, Jun 25-28, 2019. p. 1005 – 1010. DOI : 10.23919/ECC.2019.8795809.

Large‐Range HS‐AFM Imaging of DNA Self‐Assembly through In Situ Data‐Driven Control

A. P. Nievergelt; C. M. Kammer; C. Brillard; E. E. Kurisinkal; M. Bastings et al. 

Small Methods. 2019. Vol. 3, p. 1900031. DOI : 10.1002/smtd.201900031.

2018

Economic study of the participation of multiple energy resources in grid services markets

T. T. Gorecki; C. Jones 

2018

Supplementary material for the paper: A coordinator-driven communication reduction scheme for distributed optimization using the projected gradient method

G. Stathopoulos; C. Jones 

2018

A coordinator-driven communication reduction scheme for distributed optimization using the projected gradient method

G. Stathopoulos; C. Jones 

2018. European Control Conference 2018 (ECC 2018), Limassol, Cyprus, June 12-15, 2018. p. 1773 – 1778. DOI : 10.23919/ECC.2018.8550278.

An ADMM-Based Coordination and Control Strategy for PV and Storage to Dispatch Stochastic Prosumers: Theory and Experimental Validation

R. Gupta; F. Sossan; E. Scolari; E. Namor; L. Fabietti et al. 

2018. 20th Power Systems Computation Conference, Dublin, Ireland, 11-15 June, 2018. p. 1 – 7. DOI : 10.23919/PSCC.2018.8450879.

Real-Time Optimization of Uncertain Process Systems via Modifier Adaptation and Gaussian Processes

T. d. A. Ferreira; H. A. Shukla; T. Faulwasser; C. N. Jones; D. Bonvin 

2018. European Control Conference (ECC), Limassol, CYPRUS, Jun 12-15, 2018. p. 466 – 471. DOI : 10.23919/ECC.2018.8550397.

Collecting Experience Data from Remotely Hosted Learning Applications

F. J. Garcia Clemente; L. de la Torre; S. Dormido; C. Salzmann; D. Gillet 

2018. 14th International Conference on Remote Engineering and Virtual Instrumentation (REV), New York, NY, Mar 15-17, 2017. p. 170 – 181. DOI : 10.1007/978-3-319-64352-6_17.

Adaptation strategies for tracking constraints under plant-model mismatch

M. Singhal; T. Faulwasser; D. Bonvin 

2018. 10th IFAC Symposium on Advanced Control of Chemical Processes (ADCHEM), Shenyang, PEOPLES R CHINA, Jul 25-27, 2018. p. 833 – 838. DOI : 10.1016/j.ifacol.2018.09.254.

Distributed watermarking for secure control of microgrids under replay attacks

A. J. Gallo; M. S. Turan; F. Boem; G. Ferrari Trecate; T. Parisini 

2018. 7th IFAC Workshop on Distributed Estimation and Control in Networked Systems (NECSYS), Groningen, The Netherlands, August 27-28, 2018. p. 182 – 187. DOI : 10.1016/j.ifacol.2018.12.032.

Enforcing Model Adequacy in Real-Time Optimization via Dedicated Parameter Adaptation

A. Ahmad; M. Singhal; W. Gao; D. Bonvin; S. Engell 

2018. 10th IFAC Symposium on Advanced Control of Chemical Processes (ADCHEM), Shenyang, PEOPLES R CHINA, Jul 25-27, 2018. p. 49 – 54. DOI : 10.1016/j.ifacol.2018.09.246.

A Data-Driven Method for Computing Fixed-Structure Low-Order Controllers With H∞ Performance

A. Nicoletti; A. Karimi 

2018. European Control Conference, Limassol, Cyprus, June 12-15, 2018. p. 882 – 887. DOI : 10.23919/ECC.2018.8550359.

Robust H-infinity Controller Design Using Frequency-Domain Data via Convex Optimization

A. Karimi; A. Nicoletti; Y. Zhu 

International Journal of Robust and Nonlinear Control. 2018. Vol. 28, num. 12, p. 3766 – 3783. DOI : 10.1002/rnc.3594.

Enhancing the dispatchability of distribution networks through utility-scale batteries and flexible demand

L. Fabietti; T. T. Gorecki; E. Namor; F. Sossan; M. Paolone et al. 

Energy and Buildings. 2018. Vol. 172, p. 125 – 138. DOI : 10.1016/j.enbuild.2018.04.056.

Active Directional Modifier Adaptation with Trust Region – Application to Energy-Harvesting Kites

M. Jonin; M. Singhal; S. Diwale; C. N. Jones; D. Bonvin 

2018. European Control Conference (ECC), Limassol, CYPRUS, Jun 12-15, 2018. p. 2312 – 2317. DOI : 10.23919/ECC.2018.8550509.

Robust Controller Design For Linear Systems With Nonlinear Distortions: A Data-Driven Approach

A. Nicoletti; A. Karimi 

2018. European Control Conference, Limassol, Cyprus, June 12-15, 2018. p. 1 – 6. DOI : 10.23919/ECC.2018.8550381.

A Data-Driven Fixed-Structure Control Design Method with Application to a 2-DOF Gyroscope

C. M. Kammer; A. Karimi 

2018. 2nd IEEE Conference on Control Technology and Applications, Copenhagen, Denmark, August 21-24, 2018. p. 915 – 920. DOI : 10.1109/CCTA.2018.8511429.

Real-Time Optimizing Control of an Experimental Crosswind Power Kite

S. Costello; G. François; D. Bonvin 

IEEE Transactions on Control Systems Technology. 2018. Vol. 26, num. 2, p. 507 – 522. DOI : 10.1109/TCST.2017.2672404.

Distributed watermarking for secure control of microgrids under replay attacks

A. J. Gallo; M. S. Turan; F. Boem; G. Ferrari Trecate; T. Parisini 

2018

Plug-and-Play Robust Voltage Control of DC Microgrids

M. Sadabadi; Q. Shafiee; A. Karimi 

IEEE Transactions on Smart Grid. 2018. Vol. 9, num. 6, p. 6886 – 6896. DOI : 10.1109/TSG.2017.2728319.

Optimal Load Sharing for Serial Compressors via Modifier Adaptation

P. Milosavljevic; A. Cortinovis; R. Schneider; T. Faulwasser; M. Mercangoz et al. 

2018. European Control Conference (ECC), Limassol, CYPRUS, Jun 12-15, 2018. p. 2306 – 2311. DOI : 10.23919/ECC.2018.8550102.

2017

Incremental Model Identification of Reaction Systems

D. Rodrigues; S. Srinivasan; N. Bhatt; J. Billeter; M. Amrhein et al. 

Universidade de Santiago de Compostela (USC), Santiago de Compostela (Spain), March 29, 2017.

Special Issue “Real-Time Optimization” of Processes

D. Bonvin 

Processes. 2017. Vol. 5, num. 2, p. 27. DOI : 10.3390/pr5020027.

On turnpike and dissipativity properties of continuous-time optimal control problems

T. Faulwasser; M. Korda; C. Jones; D. Bonvin 

Automatica. 2017. Vol. 81, p. 297 – 304. DOI : 10.1016/j.automatica.2017.03.012.

A Robust Active Damping Control Strategy for an LCL-based Grid-connected DG Unit

M. S. Sadabadi; A. Haddadi; H. Karimi; A. Karimi 

IEEE Transactions on Industrial Electronics. 2017. Vol. 64, num. 10, p. 8055 – 8065. DOI : 10.1109/TIE.2017.2696501.

Fixed-order loop shaping robust controller design for parametric models to damp inter-area oscillations

A. A. Abdlrahem; R. Hadidi; A. Karimi; P. Saraf; E. Makram 

International Journal Of Electrical Power & Energy Systems. 2017. Vol. 88, p. 164 – 174. DOI : 10.1016/j.ijepes.2016.12.013.

A Data-Driven Approach to Power Converter Control via Convex Optimization

A. Nicoletti; M. Martino; A. Karimi 

2017. 1st IEEE Conference on Control Technology and Applications, Kohala Coast, Hawaii, USA, August 27-30, 2017. p. 1466 – 1471. DOI : 10.1109/CCTA.2017.8062665.

Reaction extents: A Divide-and-Conquer Approach for Kinetic Model Identification

A. Masic; J. Billeter; D. Bonvin; K. Villez 

2017. Frontiers International Conference on Wastewater Treatment (FICWTM), Palermo (Italy), May 21-24, 2017.

Incremental Kinetic Modeling of Spectroscopic Data using a Reduced Calibration Model

J. Billeter; D. Bonvin 

2017. 15th Scandinavian Symposium on Chemometrics (SSC), Naantali (Finland), June 19-22, 2017.

A Data-driven Approach to Robust Control of Multivariable Systems by Convex Optimization

A. Karimi; C. M. Kammer 

Automatica. 2017. Vol. 85, p. 227 – 233. DOI : 10.1016/j.automatica.2017.07.063.

Improved Directional Derivatives for Modifier-Adaptation Schemes

M. Singhal; A. G. Marchetti; T. Faulwasser; D. Bonvin 

2017. 20th IFAC World Congress, Toulouse, France, July 9-14, 2017. p. 5718 – 5723. DOI : 10.1016/j.ifacol.2017.08.1124.

Identification of Biokinetic Models Using the Concept of Extents

A. Masic; S. Srinivasan; J. Billeter; D. Bonvin; K. Villez 

Environmental Science & Technology. 2017. Vol. 51, num. 13, p. 7520 – 7531. DOI : 10.1021/acs.est.7600250.

Dynamic Optimization of Constrained Semi-Batch Processes Using Pontryagin’s Minimum Principle – An Effective Quasi-Newton Approach

E. Aydin; D. Bonvin; K. Sundmacher 

Computers and Chemical Engineering. 2017. Vol. 99, p. 135 – 144. DOI : 10.1016/j.compchemeng.2017.01.019.

Receding Horizon Optimization and Disturbance Estimation of a Redox Flow Battery

M. Mittelviefhaus 

2017.

On Decoupling Chemical Reaction Systems : Methods, Analysis and Applications

S. Srinivasan / D. Bonvin; J. L. Billeter (Dir.)  

Lausanne, EPFL, 2017. 

Data-Driven Controller Design for Atomic-Force Microscopy

C. M. Kammer; A. P. Nievergelt; G. Fantner; A. Karimi 

2017. 20th World Congress of IFAC, Toulouse, France, August 27-30, 2017.

Global Identification of Kinetic Parameters via the Extent-based Incremental Approach

D. Rodrigues; J. Billeter; D. Bonvin 

2017. 27th European Symposium on Computer Aided Process Engineering (ESCAPE) – 10th World Congress of Chemical Engineering, Barcelona (Spain), October 1-5, 2017. p. 2119 – 2124. DOI : 10.1016/B978-0-444-63965-3.50355-X.

Use of Transient Measurements for Static Real-Time Optimization

T. De Avila Ferreira; G. François; A. G. Marchetti; D. Bonvin 

2017. 20th IFAC World Congress, Toulouse, France, July 9-14, 2017. p. 5737 – 5742. DOI : 10.1016/j.ifacol.2017.08.1130.

Linear Parameter-Varying Kalman Filter for angular velocity estimation of a reaction sphere actuator for satellite attitude control

G. B. Gallego; L. Rossini; E. Onillon; A. Karimi 

2017. 2017 IEEE International Conference on Advanced Intelligent Mechatronics (AIM), Munich, Germany, 3-7 July 2017. p. 352 – 357. DOI : 10.1109/AIM.2017.8014042.

Model Predictive Path-Following Control for Airborne Wind Energy Systems

S. S. Diwale; T. Faulwasser; C. Jones 

2017. 20th IFAC World Congress, Toulouse, France, July 2017. p. 13270 – 13275. DOI : 10.1016/j.ifacol.2017.08.1964.

Implementation of Nonlinear Model Predictive Path-Following Control for an Industrial Robot

T. Faulwasser; T. Weber; J. P. Zometa; R. Findeisen 

IEEE Transactions on Control Systems Technology. 2017. Vol. 25, num. 4, p. 1505 – 1511. DOI : 10.1109/TCST.2016.2601624.

Advanced Droop Control in Islanded Microgrids Using Dynamic Phasor Models

C. M. Kammer; A. Karimi 

2017. 20th World Congress of IFAC, Toulouse, France, July 9-14, 2017.

A Solution for the Partitioning Problem in Partition-Based Moving-Horizon Estimation

R. Schneider 

Ieee Transactions On Automatic Control. 2017. Vol. 62, num. 6, p. 3076 – 3082. DOI : 10.1109/Tac.2017.2671362.

Concept and Applications of Extents in Chemical Reaction Systems

D. Bonvin; S. Srinivasan; D. Rodrigues; J. Billeter; M. Amrhein 

2017. Foundations of Computer Aided Process Operations (FOCAPO) – Chemical Process Control (CPC), Tucson (USA), January 8-12, 2017.

Extent Computation under Rank-deficient Conditions

A. Masic; J. Billeter; D. Bonvin; K. Villez 

2017. IFAC World Congress, Toulouse (France), July 9-14, 2017. p. 3929 – 3934. DOI : 10.1016/j.ifacol.2017.08.367.

Generalization of the Concept of Extents to Distributed Reaction Systems

D. Rodrigues; J. Billeter; D. Bonvin 

Chemical Engineering Science. 2017. Vol. 171, p. 558 – 575. DOI : 10.1016/j.ces.2017.05.051.

Generalized Incremental Model Identification for Chemical Reaction Systems

A. Oulevey; D. Rodrigues; J. Billeter; D. Bonvin 

2017. Annual Meeting of the Swiss Chemical Society (SCS), Bern (Switzerland), August 21-22, 2017.

Optimal Control Laws for Batch and Semi-batch Reactors Using the Concept of Extents

D. Rodrigues; J. Billeter; D. Bonvin 

2017. 109th Annual Meeting of the American Institute of Chemical Engineers (AIChE), Minneapolis, Minnesota (USA), October 29 – November 3, 2017.

Constrained multi-rate state estimator incorporating delayed measurements

C. Srinesh; S. Narasimhan; S. Srinivasan; M. Amrhein; D. Bonvin 

2017. 21st International Conference on Process Control (PC), Strbske Pleso, Slovakia, June 06-09, 2017. p. 358 – 363. DOI : 10.1109/PC.2017.7976240.

Plug-and-play Voltage Stabilization in Inverter-interfaced Microgrids via a Robust Control Strategy

M. Sadabadi; Q. Shafiee; A. Karimi 

IEEE Transactions on Control Systems Technology. 2017. Vol. 25, num. 3, p. 781 – 791. DOI : 10.1109/Tcst.2016.2583378.

Review on Control of DC Microgrids

L. Meng; Q. Shafiee; G. Ferrari Trecate; H. Karimi; D. Fulwani et al. 

IEEE Journal of Emerging and Selected Topics in Power Electronics. 2017.  p. 1 – 1. DOI : 10.1109/JESTPE.2017.2690219.

A feasible-side globally convergent modifier-adaptation scheme

A. G. Marchetti; T. Faulwasser; D. Bonvin 

Journal Of Process Control. 2017. Vol. 54, p. 38 – 46. DOI : 10.1016/j.jprocont.2017.02.013.

Shape constrained splines as transparent black-box models for bioprocess modeling

A. Masic; S. Srinivasan; J. Billeter; D. Bonvin; K. Villez 

Computers & Chemical Engineering. 2017. Vol. 99, p. 96 – 105. DOI : 10.1016/j.compchemeng.2016.12.017.

Crosswind Kite Control – A Benchmark Problem for Advanced Control and Dynamic Optimization

S. Costello; G. François; D. Bonvin 

European Journal of Control. 2017. Vol. 35, p. 1 – 10. DOI : 10.1016/j.ejcon.2017.03.003.

Semi-analytical Solutions for Tubular Chemical Reactors

D. Rodrigues; J. Billeter; D. Bonvin 

Chemical Engineering Science. 2017. Vol. 172, p. 239 – 249. DOI : 10.1016/j.ces.2017.06.008.

Modifier adaptation with guaranteed feasibility in the presence of gradient uncertainty

A. G. Marchetti; M. Singhal; T. Faulwasser; D. Bonvin 

Computers & Chemical Engineering. 2017. Vol. 98, p. 61 – 69. DOI : 10.1016/j.compchemeng.2016.11.027.

Data Reconciliation for Reaction Systems Using Extents and Shape Constraints

S. Srinivasan; J. Billeter; S. Narasimhan; D. Bonvin 

Computers and Chemical Engineering. 2017. Vol. 101, p. 44 – 58. DOI : 10.1016/j.compchemeng.2017.02.003.

2016

Time-Optimal Path-Following Operation in the Presence of Uncertainty

P. Milosavljevic; T. Faulwasser; A. Marchetti; D. Bonvin 

2016. 15th European Control Conference, Aalborg, Denmark, June 29 – July 1, 2016. p. 2228 – 2233. DOI : 10.1109/ECC.2016.7810622.

Biokinetic process model diagnosis with shape-constrained spline functions

A. Masic; S. Srinivasan; J. Billeter; D. Bonvin; K. Villez 

2016. 3rd IWA Specialized International Conference “Ecotechnologies for Wastewater Treatment” (ecoSTP), Cambridge (UK), June 27-30, 2016.

High Performance Control of a Corner Cube Reflector by a Frequency-Domain Data-Driven Robust Control Method

E. Thalmann; Y-J. Regamey; A. Karimi 

2016. American Control Conference, Boston, Massachusetts, USA, July 6-8, 2016. p. 455 – 460. DOI : 10.1109/ACC.2016.7524956.

Maximum grid disconnection time of a small scale neighbourhood electricity network

P. Braun; T. Faulwasser; L. Grüne; C. M. Kellet; S. Weller et al. 

2016. 22nd Int. Symposium on Mathematical Theory of Networks and Systems (MTNS), Minneapolis, USA, July 12-15, 2016.

Modifier Adaptation for Real-Time Optimization — Methods and Applications

A. G. Marchetti; G. François; T. Faulwasser; D. Bonvin 

Processes. 2016. Vol. 4, num. 55, p. 1 – 35. DOI : 10.3390/pr4040055.

Nonlinear Model Predictive Control for Constrained Output Path Following

T. Faulwasser; R. Findeisen 

IEEE Transactions on Automatic Control. 2016. Vol. 61, num. 4, p. 1026 – 1039. DOI : 10.1109/TAC.2015.2466911.

MOOLs for MOOCs: A first edX scalable implementation

C. Salzmann; D. Gillet; Y. Piguet 

2016. 13th International Conference on Remote Engineering and Virtual Instrumentation (REV), Madrid, Spain, february 24-26, 2016. p. 246 – 251. DOI : 10.1109/REV.2016.7444473.

Optimal Load Sharing of Parallel Compressors via Modifier Adaptation

P. Milosavljevic; A. G. Marchetti; A. Cortinovis; T. Faulwasser; M. Mercongöz et al. 

2016. IEEE International Conference on Control Applications, Buenos Aires, Argentina, September 19-22, 2016. p. 1488 – 1493. DOI : 10.1109/CCA.2016.7588011.

Control of a Jetzone Dryer

J. Schneider 

2016.

Extension of Modifier Adaptation 
for Controlled Plants using Static Open-Loop Models

G. François; S. Costello; A. G. Marchetti; D. Bonvin 

Computers and Chemical Engineering. 2016. Vol. 93, p. 361 – 371. DOI : 10.1016/j.compchemeng.2016.07.008.

Modelling of the human shoulder as a parallel mechanism without constraints

D. Ingram; C. Engelhardt; A. Farron; A. Terrier; P. Müllhaupt 

Mechanism and Machine Theory. 2016. Vol. 100, p. 120 – 137. DOI : 10.1016/j.mechmachtheory.2016.02.004.

Robust Distributed Averaging Frequency Control of Inverter-Based Microgrids

C. M. Kammer; A. Karimi 

2016. 55th conference in decision and control, Las Vegas, USA, December 12-14, 2016. p. 4973 – 4978. DOI : 10.1109/CDC.2016.7799029.

Fast Estimation of Plant Steady State, with Application to Static RTO

D. Rodrigues; M. Amrhein; J. Billeter; D. Bonvin 

2016. 108th Annual Meeting of the American Institute of Chemical Engineers (AIChE), San Francisco (USA), November 13-18, 2016.

Controller design and value function approximation for nonlinear dynamical systems

M. Korda; D. Henrion; C. Jones 

Automatica. 2016. Vol. 67, p. 54 – 67. DOI : 10.1016/j.automatica.2016.01.022.

Economic plant-wide control design with backoff estimations using internal model control

D. A. Zumoffen; L. Braccia; A. G. Marchetti 

Journal Of Process Control. 2016. Vol. 40, p. 93 – 105. DOI : 10.1016/j.jprocont.2016.02.002.

Design of a Fixed-Order Robust Controller Using Loop Shaping Method for Damping Inter-Area Oscillations in Power Systems

A. Abdlrahem; P. Saraf; R. Hadidi; A. Karimi; H. Sherwali et al. 

2016. IEEE Power and Energy Conference at Illinois (PECI), Urbana, IL, FEB 19-20, 2016. DOI : 10.1109/PECI.2016.7459267.

ALS Scheme using Extent-based Constraints for the Analysis of Chemical Reaction Systems

J. Billeter; M. Amrhein; D. Bonvin 

2016. 16th Conference on Chemometrics in Analytical Chemistry (CAC), Barcelona (Spain), June 6-10, 2016.

Solving Stochastic AC Power Flow via Polynomial Chaos Expansion

T. Mühlpfordt; T. Faulwasser; V. Hagenmeyer 

2016. IEEE International Conference on Control Applications, Buenos Aires, Argentina, September 19-22, 2016. p. 70 – 76. DOI : 10.1109/CCA.2016.7587824.

Fixed-structure Control of LTI Systems with Polytopic-type Uncertainty : Application to Inverter-interfaced Microgrids

M. S. Sad Abadi / A. Karimi (Dir.)  

Lausanne, EPFL, 2016. 

A Directional Modifier-Adaptation Algorithm for Real-Time Optimization

S. Costello; G. François; D. Bonvin 

Journal of Process Control. 2016. Vol. 39, p. 64 – 76. DOI : 10.1016/j.jprocont.2015.11.008.

Biokinetic Model Identification via Extents of Reaction

A. Masic; S. Srinivasan; J. Billeter; D. Bonvin; K. Villez 

2016. 5th Wastewater Treatment Modelling Seminar – IWA/WEF (WWTmod), Annecy (France), April 2-6, 2016.

On the various local solutions to a two-input dynamic optimization problem

J. C. Binette; B. Srinivasan; D. Bonvin 

Computers & Chemical Engineering. 2016. Vol. 95, p. 71 – 74. DOI : 10.1016/j.compchemeng.2016.09.003.

On the Use of Shape-Constrained Splines for Biokinetic Process Modelling

A. Masic; S. Srinivasan; J. Billeter; D. Bonvin; K. Villez 

2016. 11th IFAC Symposium on Dynamics and Control of Process Systems (DYCOPS) – CAB, Trondheim (Norway), June 6-8, 2016. p. 1145 – 1150. DOI : 10.1016/j.ifacol.2016.07.357.

Modeling, Regression and Optimization

J. Billeter 

Process Design and Optimization (MLS-S03), School of Applied Sciences (HES) of Fribourg (Switzerland),

Real-Time Optimization Based on Adaptation of Surrogate Models

M. Singhal; A. Marchetti; T. Faulwasser; D. Bonvin 

2016. 11th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS-CAB 2016), Trondheim, Norway, June 6-8, 2016. DOI : 10.1016/j.ifacol.2016.07.377.

Extended Reverse Convex Programming: An Active-Set Approach to Global Optimization

G. Bunin 

Journal of Global Optimization. 2016. Vol. 65, p. 191 – 229. DOI : 10.1007/s10898-015-0352-x.

Linking Models and Experiments

D. Bonvin; C. Georgakis; C. C. Pantelides; M. Barolo; M. A. Grover et al. 

Industrial & Engineering Chemistry Research. 2016. Vol. 55, num. 25, p. 6891 – 6903. DOI : 10.1021/acs.iecr.5b04801.

On the use of shape constraints for state estimation in reaction systems

S. Srinivasan; D. Kumar; J. Billeter; S. Narasimhan; D. Bonvin 

2016. 11th IFAC Symposium on Dynamics and Control of Process Systems (DYCOPS) – CAB, Trondheim (Norway), June 6-8, 2016. p. 73 – 78. DOI : 10.1016/j.ifacol.2016.07.219.

Identification of Multiphase Reaction Systems with Instantaneous Equilibria

S. Srinivasan; J. Billeter; D. Bonvin 

Industrial and Engineering Chemistry Research. 2016. Vol. 55, num. 29, p. 8034 – 8045. DOI : 10.1021/acs.iecr.6b01283.

A framework for forward-dynamics simulation of the human shoulder

E. Sarshari; A. Farron; A. Terrier; D. Pioletti; P. Müllhaupt 

2016. 11th Conference of the International Shoulder Group, ISG 2016, Winterthur, Switzerland, 14-16 July 2016.

Modeling and Optimal Control of a Redox Flow Battery

D. Wrang; T. Faulwasser; J. Billeter; V. Amstutz; H. Vrubel et al. 

2016. Symposium for Fuel Cell and Battery Modeling and Experimental Validation (MODVAL 13), SwissTech Convention Center, EPFL, March 22-23, 2016.

Distributed Modifier-Adaptation Schemes for the Real-Time Optimization of Interconnected Systems in the Presence of Structural Plant-Model Mismatch

R. U. Schneider; P. Milosavljevic; D. Bonvin 

2016. 108th Annual Meeting of the American Institute of Chemical Engineers (AIChE), San Francisco, CA, USA, November 13-18, 2016.

2015

Real-Time Optimization via Directional Modifier Adaptation, with Application to Kite Control

S. Costello / D. Bonvin; G. François (Dir.)  

Lausanne, EPFL, 2015. 

Data Reconciliation in Open Reaction Systems using the Concept of Extents

S. Srinivasan; J. Billeter; S. Narasimhan; D. Bonvin 

2015. 107th Annual Meeting of the American Institute of Chemical Engineers (AIChE), Salt Lake City (USA), November 8-13, 2015.

A Friction Compensation Control for Power Steering

F. Wilhelm; T. Tamura; R. Fuchs; P. Müllhaupt 

IEEE Transactions on Control Systems Technology. 2015. Vol. 24, num. 4, p. 1354 – 1367. DOI : 10.1109/Tcst.2015.2483561.

Fixed-structure H-2 controller design for polytopic systems via LMIs

A. Sadeghzadeh; A. Karimi 

Optimal Control Applications and Methods. 2015. Vol. 36, num. 6, p. 794 – 809. DOI : 10.1002/oca.2132.

Contrôle de la température et de la pression dans les machines à café professionnelles

M. S. Keller 

2015.

Process Design and Optimization (MLS-S03): a Journey in Modeling, Optimization and Regression

J. Billeter 

2015.

Quantization design for distributed optimization with time-varying parameters

Y. Pu; M. N. Zeilinger; C. Jones 

2015. 54rd Conference on Decision and Control, Osaka, Japan, December 15-18, 2015. p. 2037 – 2042. DOI : 10.1109/CDC.2015.7402506.

Incremental Identification of Kinetic Models by Online Spectroscopy and Multivariate Calibration

L. Brandinu 

2015.

On the Use of Transient Information for Static Real-Time Optimization

A. G. Marchetti; G. François; D. Bonvin 

2015. 2015 AIChE Annual Meeting, Salt Lake City, UT, USA, November 8-13, 2015.

Guaranteeing Input Tracking For Constrained Systems: Theory and Application to Demand Response

T. T. Gorecki; A. Bitlislioglu; G. Stathopoulos; C. Jones 

2015. 2015 American Control Conference, Chicago, Illinois, USA, July 1-3, 2015. DOI : 10.1109/ACC.2015.7170741.

OpenBuild : An Integrated Simulation Environment for Building Control

T. T. Gorecki; F. A. Qureshi; C. Jones 

2015. 2015 IEEE Conference on Control Applications (CCA), Sydney, NSW, Australia, 21-23 Sept. 2015. DOI : 10.1109/CCA.2015.7320826.

A Therapy Parameter-based Model for Predicting Blood Glucose Concentrations in Patients with Type 1 Diabetes

A. Bock; G. François; D. Gillet 

Computer Methods and Programs in Biomedicine. 2015. Vol. 118, num. 2, p. 107 – 123. DOI : 10.1016/j.cmpb.2014.12.002.

Constrained Spectrum Control

J-H. Hours; M. N. Zeilinger; R. Gondhalekar; C. Jones 

IEEE Transactions on Automatic Control. 2015. Vol. 60, num. 7, p. 1969 – 1974. DOI : 10.1109/TAC.2014.2364531.

Muscle Moment-Arms: A Key Element in Muscle-Force Estimation

D. Ingram; C. A. Engelhardt; A. Farron; A. Terrier; P. Müllhaupt 

Computer Methods in Biomechanics and Biomedical Engineering. 2015. Vol. 18, num. 5, p. 506 – 513. DOI : 10.1080/10255842.2013.818666.

A virtual vehicle approach to distributed control for formation keeping of underactuated vehicles

Y. Roth; A. Alessandretti; A. P. Aguiar; C. Jones 

2015. 1st Indian Control Conference (ICC 2015), IIT Madras, Chennai, India, January 5-7, 2015.

On Handling Cost Gradient Uncertainty in Real-Time Optimization

M. Singhal; T. Faulwasser; D. Bonvin 

2015. 9th International Symposium on Advanced Control of Chemical Processes (ADCHEM), Whistler, BC, Canada, June 7-10, 2015. p. 176 – 181. DOI : 10.1016/j.ifacol.2015.08.177.

Control without Kinetic Models via Rate Estimation and Feedback Linearization

A. Gnanasekaran 

2015.

Analysis of the Maximum Efficiency of Kite-Power Systems

S. Costello; C. Costello; G. François; D. Bonvin 

Journal of Renewable and Sustainable Energy. 2015. Vol. 7, num. 5, p. 053108:1 – 053108:16. DOI : 10.1063/1.4931111.

A Model Predictive Control scheme with Ultimate Bound for Economic Optimization

A. Alessandretti; A. P. Aguiar; C. Jones 

2015. 2015 American Control Conference, Chicago, Illinois, USA, July 1-3 in. p. 1653 – 1658. DOI : 10.1109/ACC.2015.7170970.

Incremental Model Identification in Distributed Two-phase Reaction Systems

D. Rodrigues; J. Billeter; D. Bonvin 

2015. 9th International Symposium on Advanced Control of Chemical Processes (ADCHEM), Whistler, BC (Canada), June 7-10, 2015. p. 266 – 271. DOI : 10.1016/j.ifacol.2015.08.192.

Sensor Placement in LTI Systems with Polytopic Uncertainty via Convex Optimization

M. S. Sadabadi; A. Karimi 

2015. 8th IFAC Symposium on Robust Control Design (ROCOND), Bratislava, Slovakia, July 2015. p. 13 – 18. DOI : 10.1016/j.ifacol.2015.09.426.

Fixed-order Linear Parameter Varying Controller Design for a 2DOF Gyroscope

Z. Emedi; A. Karimi 

2015. 1st IFAC Workshop on Linear Parameter Varying Systems, Grenoble, France, October 7-9, 2015. p. 230 – 235. DOI : 10.1016/j.ifacol.2015.11.142.

The Smart Device Specification for Remote Labs

C. Salzmann; S. Govaerts; W. Halimi; D. Gillet 

International Journal of Online Engineering. 2015. Vol. 11, num. 4, p. 20 – 29. DOI : 10.3991/ijoe.v11i4.4571.

An Optimization-based Approach to Extract Faceted Crystal Shapes from Stereoscopic Images

S. Schorsch; J-H. Hours; T. Vetter; M. Mazzotti; C. Jones 

Computers and Chemical Engineering. 2015. Vol. 75, p. 171 – 183. DOI : 10.1016/j.compchemeng.2015.01.016.

Musculoskeletal Model of the Human Shoulder for Joint Force Estimation

D. Ingram / R. Longchamp; P. Müllhaupt (Dir.)  

Lausanne, EPFL, 2015. 

An Alternating Trust Region Algorithm for Distributed Linearly Constrained Nonlinear Programs Application to the AC Optimal Power Flow

J-H. Hours; C. Jones 

2015

Directional Real-Time Optimization Applied to a Kite-Control Simulation Benchmark

S. Costello; G. François; D. Bonvin 

2015. European Control Conference, Linz, Austria, July 15-17, 2015. p. 1588 – 1595. DOI : 10.1109/ECC.2015.7330765.

Application of Real-Time Optimization Methods to Energy Systems in the Presence of Uncertainties and Disturbances

G. François; S. Costello; D. Bonvin 

TMC Academic Journal. 2015. Vol. 9, num. 2, p. 19 – 40.

A Data-Driven Approach in Designing RST Controllers with H∞ Performance via Convex Optimization

A. Nicoletti; Z. Emedi; A. Karimi 

2015. 54th IEEE Conference on Decision and Control, Osaka, Japan, December 15-18, 2015. p. 6650 – 6655. DOI : 10.1109/CDC.2015.7403266.

A Cable-Driven Pendulum for Analysing the Stability of Joint Stiffness Control

D. Ingram; C. A. Engelhardt; A. Farron; A. Terrier; P. Müllhaupt 

2015

On the Effect of Enforcing Stability in Model Predictive Control for Gust Load Alleviation

M. Kopf; H-G. Giesseler; P. Varutti; T. Faulwasser; R. Findeisen 

2015. 2015 American Control Conference, Chicago, Il, USA, July 1-3, 2015. p. 2329 – 2334. DOI : 10.1109/ACC.2015.7171080.

Run-to-Run Disturbance Rejection for Feedforward Path Following of an Adaptively Controlled Unmanned Helicopter

J. C. Dauer; T. Faulwasser; S. Lorenz 

2015. Control Applications (CCA), IEEE Conference on, Sydney, Australia, September 21-23, 2015. p. 1779 – 1785. DOI : 10.1109/CCA.2015.7320867.

Fixed-order decentralized/distributed control of islanded inverter-interfaced microgrids

M. S. Sad Abadi; A. Karimi; H. Karimi 

Control Engineering Practice. 2015. Vol. 45, p. 174 – 193. DOI : 10.1016/j.conengprac.2015.09.003.

Fixed-order SISO controller design for H∞ loop shaping method using frequency responses

T. Kubo; K. Yubai; A. Karimi; D. Yashiro; J. Hirai 

2015. 2015 IEEE International Conference on Industrial Technology (ICIT), Seville, 17-19 March 2015. p. 252 – 257. DOI : 10.1109/ICIT.2015.7125107.

Fixed-order Control of LTI Systems subject to Polytopic Uncertainty via the Concept of Strictly Positive Realness

M. S. Sadabadi; A. Karimi 

2015. American Control Conference (ACC), Chicago, IL, USA, July, 2015. p. 2882 – 2887. DOI : 10.1109/ACC.2015.7171172.

Robust Smith Predictor Design for Time-Delay Systems with H∞ Performance

V. de Oliveira; A. Nicoletti; A. Karimi 

Recent Results on Time-Delay Systems; Switzerland: Springer, 2015. p. 287 – 307.

On the Design of Economic NMPC Based on Approximate Turnpike Properties

T. Faulwasser; D. Bonvin 

2015. 54th IEEE Conference on Decision and Control, Osaka, Japan, December 15-18, 2015. p. 4964 – 4970. DOI : 10.1109/CDC.2015.7402995.

Active Stability of Glenohumeral Joint Diminishes during the End-range Motions

E. Sarshari; D. Ingram; C. A. Engelhardt; A. Farron; D. Pioletti et al. 

2015. 21st Congress of the European Society of Biomechanics ESB 2015, Prague, Czech Republic, 5-8 July 2015.

Application of Artificial Neural Networks in Assessing the Equilibrium Depth of Local Scour Around Bridge Piers

E. Sarshari; P. Müllhaupt 

2015. ASME 2015 34th International Conference on Ocean, Offshore & Arctic Engineering OMAE2015, St. John’s, Newfoundland, Canada, May 31-June 5. DOI : 10.1115/OMAE2015-42387.

Ansätze zur modellprädiktiven Regelung der longitudinalen Strahldynamik in Synchrotronen

D. Lens; T. Faulwasser; C. M. Kellett 

at-Automatisierungstechnik. 2015. Vol. 63, num. 8, p. 621 – 632. DOI : 10.1515/auto-2015-0020.

Data Reconciliation in Reaction Systems using the Concept of Extents

S. Srinivasan; J. Billeter; S. Narasimhan; D. Bonvin 

2015. 25th European Symposium on Computer Aided Process Engineering (ESCAPE) – PSE 2015, Copenhagen (Denmark), May 31 – June 4, 2015. p. 419 – 424. DOI : 10.1016/B978-0-444-63578-5.50065-7.

Design of a Switching Controller for Adaptive Disturbance Attenuation with Guaranteed Stability

G. Battistelli; A. Karimi; D. Selvi; A. Tesi 

2015. 14th European Control Conference, Linz, Austria, July 15-17, 2015. p. 434 – 439. DOI : 10.1109/ECC.2015.7330582.

Fixed-structure LPV Discrete-time Controller Design with Induced l2-Norm and H2 Performance

Z. Emedi; A. Karimi 

International Journal of Control. 2015. Vol. 89, num. 3, p. 494 – 505. DOI : 10.1080/00207179.2015.1081986.

On the Design of Economic NMPC Based on an Exact Turnpike Property

T. Faulwasser; D. Bonvin 

2015. 9th International Symposium on Advanced Control of Chemical Processes (ADCHEM), Whistler, BC, Canada, June 7-10, 2015. p. 525 – 530. DOI : 10.1016/j.ifacol.2015.09.021.

Control of Reaction Systems via Rate Estimation and Feedback Linearization

D. Rodrigues; J. Billeter; D. Bonvin 

2015. 25th European Symposium on Computer Aided Process Engineering (ESCAPE) – PSE 2015, Copenhagen (Denmark), May 31 – June 4, 2015. p. 137 – 142. DOI : 10.1016/B978-0-444-63578-5.50018-9.

Effect of partial-thickness tear on loading capacities of the supraspinatus tendon: a finite element analysis

C. Engelhardt; D. Ingram; P. Müllhaupt; A. Farron; F. Becce et al. 

Computer Methods in Biomechanics and Biomedical Engineering. 2015. Vol. 19, num. 8, p. 875 – 882. DOI : 10.1080/10255842.2015.1075012.

Modeling and Compensating Friction in Power Steering

F. Wilhelm; T. Tamura; P. Müllhaupt; R. Fuchs 

2015. European Control Conference 2015, Linz, Austria, July 15-17. p. 2138 – 2143. DOI : 10.1109/ECC.2015.7330856.

Variant and Invariant States for Chemical Reaction Systems

D. Rodrigues; S. Srinivasan; J. Billeter; D. Bonvin 

Computers and Chemical Engineering. 2015. Vol. 73, p. 23 – 33. DOI : 10.1016/j.compchemeng.2014.10.009.

Stability and Performance Verification of Optimization-based Controllers

M. Korda; C. Jones 

2015

2014

Path-following funnel control for rigid-link revolute-joint robotic systems

T. Faulwasser; C. M. Hackl 

2014. The 21st International Symposium on Mathematical Theory of Networks and Systems, Groningen, The Netherlands, July 7-11, 2014.

Estimating reliability of blood glucose concentration predictions in patients with type 1 diabetes mellitus

A. Bock; G. François; D. Gillet 

2014

Review of “Stability analysis and design of nonlinear singular systems” by Yang, Chun Yu, Zhang Qing Ling, Zhou Linna, Springer, Heidelberg, LCNCIS 435, 2013

P. Müllhaupt 

Mathematical reviews + database fee. 2014. 

An Augmented Lagrangian Coordination-Decomposition Algorithm for Solving Distributed Non-Convex Programs

J-H. Hours; C. Jones 

2014. 2014 American Control Conference, Portland, Oregon, USA, June 4-6, 2014. p. 4312 – 4317. DOI : 10.1109/ACC.2014.6858863.

Contrôle de la température et de la pression dans les machines à café professionnelles

M. S. Keller 

2014.

Use of Transient Measurements for the Optimization of Steady-State Performance via Modifier Adaptation

G. François; D. Bonvin 

Industrial and Engineering Chemistry Research. 2014. Vol. 53, num. 13, p. 5148 – 5159. DOI : 10.1021/ie401392s.

Predictive Control for Longitudinal Beam Dynamics in Heavy Ion Synchrotrons

T. Faulwasser; D. Lens; C. M. Kellett 

2014. 2014 IEEE Conference on Control Applications (CCA), Antibes, France, October 8-10, 2014. p. 1988 – 1995. DOI : 10.1109/CCA.2014.6981595.

Constrained Reachability and Trajectory Generation for Flat Systems

T. Faulwasser; V. Hagenmeyer; R. Findeisen 

Automatica. 2014. Vol. 50, p. 1151 – 1159. DOI : 10.1016/j.automatica.2014.02.011.

From Fixed-Order Gain-Scheduling to Fixed-Structure LPV Controller Design

Z. Emedi / A. Karimi (Dir.)  

Lausanne, EPFL, 2014. 

Fixed-order Sparse Control of Interconnected Systems with Polytopic Uncertainty

M. S. Sadabadi; A. Karimi 

2014. 19th IFAC World Congress, Cape Town, South Africa, August 24-29, 2014.

Stochastic Model Predictive Control for Building Climate Control

F. Oldewurtel; C. N. Jones; A. Parisio; M. Morari 

IEEE Transactions On Control Systems Technology. 2014. Vol. 22, num. 3, p. 1198 – 1205. DOI : 10.1109/TCST.2013.2272178.

Enhancing statistical performance of data-driven controller tuning via L2-regularization

S. Formentin; A. Karimi 

Automatica. 2014. Vol. 50, num. 5, p. 1514 – 1520. DOI : 10.1016/j.automatica.2014.04.001.

On the Use of Extents for Process Monitoring and Fault Diagnosis

S. Srinivasan; J. Billeter; D. Bonvin 

2014. 106th Annual Meeting of the American Institute of Chemical Engineers (AIChE), Atlanta (USA), November 16-21, 2014.

A Betz-Inspired Principle for Kite-Power Generation Using Tethered Wings

S. Costello; C. Costello; G. François; D. Bonvin 

Renewable Energy. 2014. 

Parametric Polytope Reconstruction, an Application to Crystal Shape Estimation

J-H. Hours; S. Schorsch; C. N. Jones 

Ieee Transactions On Image Processing. 2014. Vol. 23, num. 10, p. 4474 – 4485. DOI : 10.1109/Tip.2014.2350915.

Multivariable Control of Single-Inductor Dual-Output Buck Converters

J. D. Dasika; B. Bahrani; M. Saeedifard; A. Karimi; A. Rufer 

IEEE Transactions on Power Electronics. 2014. Vol. 29, num. 4, p. 2061 – 2070. DOI : 10.1109/TPEL.2013.2266616.

Convex computation of the maximum controlled invariant set for polynomial control systems

M. Korda; D. Henrion; C. Jones 

Siam Journal on Control and Optimization. 2014. Vol. 52, num. 5, p. 2944 – 2969. DOI : 10.1137/130914565.

Equivalence between Neighboring-Extremal Control and Self-Optimizing Control for the Steady-State Optimization of Dynamical Systems

G. François; B. Srinivasan; D. Bonvin 

Industrial and Engineering Chemistry Research. 2014. Vol. 53, num. 18, p. 7470 – 7478. DOI : 10.1021/ie402864h.

Fixed-order Controller Design of Linear Systems

M. S. Sadabadi; A. Karimi 

2014

Model Predictive Control for Market-Based Demand Response Participation

F. A. Qureshi; T. T. Gorecki; C. Jones 

2014. 19th World Congress of the International Federation of Automatic Control, Cape Town, South Africa, 24-29 August 2014.

Review of “Critical configurations of planar robot arms” by Khimshiashvili Giorgi, Panina Gaiane, Siersma Dirk and Zhukova Alena, in Cent. Eur. J. Math. 11, no. 3, 519-529, 2013

P. Müllhaupt 

Mathematical reviews + database fee. 2014. 

Computational Aspects of Optimization-Based Path Following of an Unmanned Helicopter

J. Dauer; T. Faulwasser; S. Lorenz 

2014. 18th European Conference on Mathematics for Industry (ECMI), Taormina, Italy, June 9-13, 2014.

On linear and quadratic Lipschitz bounds for twice continuously differentiable functions

G. Bunin; G. François; D. Bonvin 

2014

Modifier Adaptation for Constrained Closed-Loop Systems

S. Costello; G. François; D. Bonvin; A. Marchetti 

2014. The 19th World Congress of the International Federation of Automatic Control, Cape Town, South Africa, August 24-29, 2014. p. 11080 – 11086. DOI : 10.3182/20140824-6-ZA-1003.02453.

Laboratory as a Service (LaaS): a Novel Paradigm for Developing and Implementing Modular Remote Laboratories

M. Tawfik; C. Salzmann; D. Gillet; D. Lowe; H. Saliah-Hassane et al. 

International Journal of Online Engineering. 2014. Vol. 10, num. 4, p. 13 – 21.

A parametric multi-convex splitting technique with application to real-time NMPC

J-H. Hours; C. Jones 

2014. 53rd IEEE Conference on Decision and Control, Los Angeles, California, USA, December 15-17, 2014. p. 5052 – 5057. DOI : 10.1109/CDC.2014.7040178.

Nonlinear Analysis of a Coaxial Microhelicopter with a Bell Stabilizer Bar

B. Graf; P. Müllhaupt 

Journal of the American Helicopter Society. 2014. Vol. 59, num. 1, p. 1 – 14. DOI : 10.4050/JAHS.59.012003.

Robust H-infinity Controller Design Using Frequency-Domain Data

A. Karimi; Y. Zhu 

2014. 19th IFAC World Congress, Cape Town, South Africa, August 24-29, 2014. p. 4921 – 4926. DOI : 10.3182/20140824-6-ZA-1003.01802.

Robust Performance Analysis of Single Parameter-dependent Systems with Polynomially Parameter-dependent Lyapunov Matrices

M. S. Sadabadi; A. Karimi 

2014. 19th IFAC World Congress, Cape Town, South Africa, August 24-29, 2014. p. 6141 – 6146. DOI : 10.3182/20140824-6-ZA-1003.00787.

H∞ smith predictor design for time-delayed MIMO systems via convex optimization

A. Nicoletti; A. Karimi 

2014. 2014 IEEE Conference on Control Applications (CCA), Juan Les Antibes, France, 8-10 October 2014. p. 1418 – 1424. DOI : 10.1109/CCA.2014.6981523.

Ansätze zur modellprädiktiven Regelung der longitudinalen Strahldynamik in Synchrotrons

D. Lens; T. Faulwasser; C. M. Kellett 

2014. Tagung des GMA-Fachausschuss 1.40: Theoretische Verfahren der Regelungstechnik, Anif, Austria, September 21-26, 2014.

Improved methodology and set-point design for diagnosis of model-plant mismatch in control loops using plant-model ratio

S. Kaw; A. K. Tangirala; A. Karimi 

Journal Of Process Control. 2014. Vol. 24, num. 11, p. 1720 – 1732. DOI : 10.1016/j.jprocont.2014.09.005.

Review of “Neutral wrenches of 3-parametric robot-manipulators of spherical rank 1” by Marksova, Marta, Appl. Math. 56, n0. 4, 405-416, 2011

P. Müllhaupt 

Mathematical reviews + database fee. 2014. 

Optimisation en Temps Réel: Optimiser les Performances des Procédés Chimiques malgré l’Incertitude et les Erreurs de Modélisation

G. François 

2014

Zur Analyse von Turnpike- und Dissipativitätseigenschaften in Problemen der Optimalsteuerung und der modellprädiktiven Regelung

T. Faulwasser; D. Bonvin 

2014. Tagung des GMA-Fachausschuss 1.40: Theoretische Verfahren der Regelungstechnik, Anif, Austria, September 21-26, 2014.

Optimisation en temps réel de procédés industriels, Maîtrise et optimisation de procédés industriels complexes

D. Bonvin 

ISA France/ISTIA, Angers, France, October, 2014.

On the Use of Second-Order Modifiers for Real-Time Optimization

T. Faulwasser; D. Bonvin 

2014. The 19th World Congress of the International Federation of Automatic Control, Cape Town, South Africa, August 24-29, 2014. p. 7622 – 7628. DOI : 10.3182/20140824-6-ZA-1003.00735.

Model-Based Derivation, Analysis and Control of Unstable Microaerobic Steady-States-Considering Rhodospirillum rubrum as an Example

L. Carius; P. Rumschinski; T. Faulwasser; D. Flockerzi; H. Grammel et al. 

Biotechnology and Bioengineering. 2014. Vol. 111, num. 4, p. 734 – 747. DOI : 10.1002/bit.25140.

Invariant Relationships for Heterogeneous Chemical Reaction Systems in Open Reactors

S. Srinivasan; J. Billeter; D. Bonvin 

2014. 106th Annual Meeting of the American Institute of Chemical Engineers (AIChE), Atlanta (USA), November 16-21, 2014.

An Economic Model Predictive Control scheme with terminal penalty for continuous-time systems

A. Alessandretti; A. P. Aguiar; C. Jones 

2014. 53nd IEEE Conference on Decision and Control (CDC), Los Angeles, CA, USA, December 15-17, 2014. p. 2728 – 2733. DOI : 10.1109/CDC.2014.7039807.

A Parametric Non-Convex Decomposition Algorithm for Real-Time and Distributed NMPC

J-H. Hours; C. Jones 

2014

Fixed-order Discrete-time LPV Controller Design

Z. Emedi; A. Karimi 

2014. 19th IFAC World Congress, Cape Town, South Africa, August 24-29, 2014. p. 6914 – 6919. DOI : 10.3182/20140824-6-ZA-1003.02763.

Turnpike and dissipativity properties in dynamic real-time optimization and economic MPC

T. Faulwasser; M. Korda; C. Jones; D. Bonvin 

2014. 53rd IEEE Conference on Decision and Control, Los Angeles, California, USA, December 15-17, 2014. p. 2734 – 2739. DOI : 10.1109/CDC.2014.7039808.

Real-Time Optimization: Optimizing the Operation of Energy Systems in the Presence of Uncertainty and Disturbances

G. François; D. Bonvin 

2014. 13th International Conference on Sustainable Energy Technologies, Geneva, August 25-28, 2014.

Offset-Free Output Feedback Predictive Control for Longitudinal Beam Dynamics in Heavy Ion Synchrotrons

T. Faulwasser; D. Lens; C. M. Kellett 

2014. 2014 Australian Control Conference, Canberra, Australia, November 17-18, 2014. p. 221 – 226. DOI : 10.1109/AUCC.2014.7358649.

Extent-based Model Identification of Surface Catalytic Reaction Systems

V. Chhabra; D. Rodrigues; S. Srinivasan; J. Billeter; D. Bonvin 

2014. Annual Meeting of the Swiss Chemical Society (SCS), Zurich (Switzerland), September 11, 2014.

Convex computation of the region of attraction of polynomial control systems

D. Henrion; M. Korda 

IEEE Transactions on Automatic Control. 2014. Vol. 52, num. 2, p. 297 – 312. DOI : 10.1109/Tac.2013.2283095.

Implementation techniques for the SCFO experimental optimization framework

G. Bunin; G. François; D. Bonvin 

2014

On the use of extents for process monitoring and fault diagnosis

S. Srinivasan; J. Billeter; D. Bonvin 

2014. 14th Conference on Chemometrics in Analytical Chemistry (CAC), Richmond (USA), June 9-13, 2014.

Modelling of Surface Catalytic Reaction Systems using the Concept of Extents

V. Chhabra 

2014.

2013

Incremental Model Identification of Reaction Systems

J. Billeter 

2013. CPAC (University of Washington) – ATOCHEMIS Workshop, Rome (Italy), March 25-27, 2013.

Convex computation of the region of attraction of polynomial control systems

D. Henrion; M. Korda 

2013. European Control Conference (ECC), Zurich, Switzerland, July 17-19, 2013. p. 676 – 681. DOI : 10.23919/ECC.2013.6669153.

From Discrete Measurements to Bounded Gradient Estimates: A Look at Some Regularizing Structures

G. Bunin; G. François; D. Bonvin 

Industrial and Engineering Chemistry Research. 2013. Vol. 52, num. 35, p. 12500 – 12513. DOI : 10.1021/ie303309a.

An LMI Formulation of Fixed-order H-infinity and H-2 Controller Design for Discrete-time Systems with Polytopic Uncertainty

M. S. Sadabadi; A. Karimi 

2013. 52nd Conference in Decision and Control, Florance, Italy, December 10-13, 2013. p. 2453 – 2458. DOI : 10.1109/CDC.2013.6760248.

Optimization-based Feedforward Path Following for Model Reference Adaptive Control of an Unmanned Helicopter

J. Dauer; T. Faulwasser; S. Lorenz; R. Findeisen 

2013. AIAA Guidance, Navigation and Control Conference, Boston, Massachusetts, USA, DOI : 10.2514/6.2013-5002.

A Quotient Method for Designing Nonlinear Controllers

S. S. Willson; P. Müllhaupt; D. Bonvin 

European Journal of Control. 2013. Vol. 19, p. 42 – 55. DOI : 10.1016/j.ejcon.2012.10.001.

Control and Optimization of Batch Processes

D. Bonvin 

Encyclopedia of Systems and Control; Springer, 2013.

Decoupled dq-Current Control of Grid-Tied Voltage Source Converters Using Nonparametric Models

B. Bahrani; A. Karimi; B. Rey; A. Rufer 

IEEE Transactions on Industrial Electronics. 2013. Vol. 60, num. 4, p. 1356 – 1366. DOI : 10.1109/TIE.2012.2185017.

A Multivariable Design Methodology for Voltage Control of a Single-DG-Unit Microgrid

B. Bahrani; M. Saeedifard; A. Karimi; A. Rufer 

IEEE Transactions on Industrial Informatics. 2013. Vol. 9, num. 2, p. 589 – 599. DOI : 10.1109/TII.2012.2221129.

A Model Predictive Control Scheme with Additional Performance Index for Transient Behavior

A. Alessandretti; A. P. Aguiar; C. Jones 

2013. 52nd IEEE Conference on Decision and Control, Florence, December 10-13, 2013. p. 5090 – 5095. DOI : 10.1109/CDC.2013.6760688.

Predictive Path-following Control: Concept and Implementation for an Industrial Robot

T. Faulwasser; J. Matschek; J. P. Zometa; R. Findeisen 

2013. 2013 IEEE Multi Systems Conference on Control. p. 128 – 133. DOI : 10.1109/CCA.2013.6662755.

Iterative Controller Tuning by Real-Time Optimization

G. Bunin; G. François; D. Bonvin 

2013. Dynamics and Control of Process Systems (DYCOPS), Mumbai, India, December 18-20, 2013. p. 21 – 26. DOI : 10.3182/20131218-3-IN-2045.00020.

Model-based and data-driven model-reference control: a comparative analysis

S. Formentin; K. van Heusden; A. Karimi 

2013. European Control Conference, Zurich, Switzerland, July 17-19, 2013. p. 1410 – 1415. DOI : 10.23919/ECC.2013.6669388.

Towards an Online Lab Portal for Inquiry-based STEM Learning at School

S. Govaerts; Y. Cao; A. Vozniuk; A. C. Holzer; D. Garbi Zutin et al. 

2013. The 12th International Conference on Web-based Learning (ICWL 2013), Kenting, Taiwan, October 6-9, 2013. p. 244 – 253. DOI : 10.1007/978-3-642-41175-5_25.

Incremental Model Identification of Gas-Liquid Reaction Systems with Unsteady-State Diffusion

B. Cretegny; S. Srinivasan; J. Billeter; D. Bonvin 

2013. Annual Meeting of the Swiss Chemical Society (SCS), Lausanne (Switzerland), September 6, 2013.

Incremental Model Identification of Fluid-Fluid Reaction Systems – Dynamic Accumulation and Reactions in the Diffusion Layer

S. Srinivasan; J. Billeter; D. Bonvin 

2013. 105th Annual Meeting of the American Institute of Chemical Engineers (AIChE), San Francisco (USA), November 3-8, 2013.

Gust Load Alleviation Based on Model Predictive Control

H-G. Giesseler; M. Kopf; T. Faulwasser; P. Varutti; R. Findeisen 

2013. International Forum on Aeroelasticity and Structural Dynamics 2013 (IFASD), Bristol, UK, June 24-27, 2013.

Incremental model identification of gas-liquid reaction systems

J. Billeter; S. Srinivasan; D. Bonvin 

2013. 13th Scandinavian Symposium on Chemometrics (SSC), Djurönäset (Sweden), June 17-20, 2013.

Optimization-based solutions to constrained trajectory-tracking and path-following problems

T. Faulwasser 

Aachen: Shaker Verlag, 2013.

Real-Time Optimization when the Plant and the Model have Different Inputs

S. Costello; G. François; D. Bonvin 

2013. Dynamics and Control of Process Systems, Mumbai, 18-20 December, 2013. p. 39 – 44. DOI : 10.3182/20131218-3-IN-2045.00052.

H-Infinity Gain-Scheduled Controller Design for Rejection of Time-Varying Disturbances with Application to an Active Suspension System

A. Karimi; Z. Emedi 

2013. 52nd IEEE Conference on Decision and Control, Firenze, Italy, December 10-13, 2013. p. 7540 – 7545. DOI : 10.1109/CDC.2013.6761087.

Personalised Learning Spaces and Federated Online Labs for STEM Education at School: Supporting Teacher Communities and Inquiry Learning

D. Gillet; T. de Jong; S. Sotirou; C. Salzmann 

2013. 4th IEEE Global Engineering Education Conference (EDUCON), Berlin, Germany, March 13-15, 2013. p. 769 – 773. DOI : 10.1109/EduCon.2013.6530194.

Variant and Invariant States for Reaction Systems

S. Srinivasan; J. Billeter; D. Bonvin 

2013. IFAC Workshop on Thermodynamic Foundations of Mathematical Systems Theory (TFMST), Lyon (France), July 13-16, 2013. p. 102 – 107. DOI : 10.3182/20130714-3-FR-4040.00020.

Fixed-order H-infinity and H-2 Controller Design for Continuous-time Polytopic Systems: An LMI-based Approach

M. S. Sadabadi; A. Karimi 

2013. European Control Conference, Zurich, Switzerland, July 17-19, 2013. p. 1132 – 1137. DOI : 10.23919/ECC.2013.6669297.

Plug and Play Distributed Model Predictive Control Based on Distributed Invariance and Optimization

M. N. Zeilinger; Y. Pu; S. Riverso; G. Ferrari-Trecate; C. Jones 

2013. 52nd IEEE Conference on Decision and Control, Firenze, Italy, December, 2013. p. 5770 – 5776. DOI : 10.1109/CDC.2013.6760799.

Analysis of Fluid-Fluid Reaction Systems with Reactions in Both Phases

A. Calabria 

2013.

Incremental Model Identification using the Concept of Extents

S. Srinivasan; J. Billeter; D. Bonvin 

2013. Annual Meeting of the Swiss Chemical Society (SCS), Lausanne (Switzerland), September 6, 2013.

Process Design and Optimization (MLS-S03): Model Identification by Gradient Methods

J. Billeter 

2013.

Direct data-driven design of sparse controllers

S. Formentin; A. Karimi 

2013. American Control Conference, Washington, DC, June 17-19, 2013. p. 3099 – 3104. DOI : 10.1109/ACC.2013.6580307.

Fixed-order Controller Design for State Space Polytopic Systems by Convex Optimization

A. Karimi; M. Sadabadi 

2013. IFAC Joint Conference, Grenoble, France, February 4-6, 2013. p. 683 – 688. DOI : 10.3182/20130204-3-FR-2033.00194.

Quels ingénieurs pour la Suisse de demain ?

D. Bonvin; M. Bonvin 

VSH/AEU-Bulletin. 2013. Vol. 39, num. 2, p. 7 – 14. DOI : 10.5169/seals-893714.

Extent-based Kinetic Identification using Spectroscopic Measurements and Multivariate Calibration

J. Billeter; S. Srinivasan; D. Bonvin 

Analytica Chimica Acta. 2013. Vol. 767, p. 21 – 34. DOI : 10.1016/j.aca.2012.12.032.

The SCFO Real-Time Optimization Solver: Users’ Guide (version 0.9.4)

G. Bunin; G. François; D. Bonvin 

2013

Real-Time Optimization of Chemical Processes

D. Bonvin; G. François; G. Bunin 

2013. XIVe Congrès de la Société Française de Génie des Procédés SFGP2013, Lyon, October 8-10, 2013.

Certification Aspects of the Fast Gradient Method for Solving the Dual of Parametric Convex Programs

S. Richter; C. Jones; M. Morari 

Mathematical Methods of Operations Research. 2013. Vol. 77, p. 305 – 321. DOI : 10.1007/s00186-012-0420-7.

Inner approximations of the region of attraction for polynomial dynamical systems

M. Korda; D. Henrion; C. Jones 

2013. 9th IFAC Symposium on Nonlinear Control Systems (NOLCOS), Toulouse, France, September 4-6, 2013. p. 534 – 539. DOI : 10.3182/20130904-3-FR-2041.00002.

Use of Transient Measurements for Real-Time Optimization via Modifier Adaptation

G. François; D. Bonvin 

2013. SFGP 2013 – XIVème Congrès de la Société Française de Génie des Procédés, Lyon, France, October 8-10, 2013.

Optimal input design for direct data-driven tuning of model-reference controllers

S. Formentin; A. Karimi; S. M. Savaresi 

Automatica. 2013. Vol. 49, num. 6, p. 1874 – 1882. DOI : 10.1016/j.automatica.2013.02.054.

On the Role of the Necessary Conditions of Optimality in Structuring Dynamic Real-Time Optimization Schemes

D. Bonvin; B. Srinivasan 

Computers and Chemical Engineering. 2013. Vol. 51, num. 5, p. 172 – 180. DOI : 10.1016/j.compchemeng.2012.07.012.

On the selection of the most appropriate MPC problem formulation for buildings

J. Cigler; J. Siroky; M. Korda; C. Jones 

2013. 11th REHVA World Congress CLIMA 2013, Prague, Czech Republic, June 16-19, 2013.

Bounding the Polynomial Approximation Errors of Frequency Response Functions

J. Schoukens; G. Vandersteen; R. Pintelon; Z. Emedi; Y. Rolain 

2013. 29th Annual IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Graz, AUSTRIA, May 13-16, 2012. p. 1346 – 1353. DOI : 10.1109/TIM.2012.2232451.

Multi-Parametric Toolbox 3.0

M. Herceg; M. Kvasnica; C. Jones; M. Morari 

2013. European Control Conference, Zurich, Switzerland, July 17-19, 2013. p. 502 – 510. DOI : 10.23919/ECC.2013.6669862.

On L2-Regularization for Virtual Reference Feedback Tuning

S. Formentin; A. Karimi 

2013. American Control Conference, Washington, DC, USA, June 17-19, 2013. p. 3105 – 3110. DOI : 10.1109/ACC.2013.6580308.

Frequency-Domain Robust Control Toolbox

A. Karimi 

2013. 52nd Conference in Decision and Control, Florance, Italy, December 10-13, 2013. p. 3744 – 3749. DOI : 10.1109/CDC.2013.6760460.

Measurement-based Real-Time Optimization of Chemical Processes

G. François; D. Bonvin 

Advances in Chemical Engineering; Academic Press, Elsevier, 2013. p. 1 – 50.

Multivariable Control of Single-Inductor Dual-Output Buck Converters

B. Bahrani; J. D. Dasika; M. Saeedifard; A. Karimi; A. Rufer 

2013. APEC 2013 : Twenty-Eighth Annual IEEE Applied Power Electronics Conference and Exposition, Long Beach, California, USA, 17-21 March 2013. p. 1103 – 1108. DOI : 10.1109/APEC.2013.6520437.

Trajectory-tracking and Path-following Controllers for Constrained Underactuated Vehicles using Model Predictive Control

A. Alessandretti; A. P. Aguiar; C. Jones 

2013. European Control Conference 2013, Zurich, Switzerland, July 17-19, 2013. p. 1371 – 1376. DOI : 10.23919/ECC.2013.6669717.

Finite Dimensional Methods for Differential Flatness

B. Graf / R. Longchamp; P. Müllhaupt (Dir.)  

Lausanne, EPFL, 2013. 

Sufficient Conditions for Feasibility and Optimality of Real-Time Optimization Schemes – II. Implementation Issues

G. Bunin; G. François; D. Bonvin 

2013

Sufficient Conditions for Feasibility and Optimality of Real-Time Optimization Schemes – I. Theoretical Foundations

G. Bunin; G. François; D. Bonvin 

2013

Smart device paradigm Standardization for Online Labs

C. Salzmann; D. Gillet 

2013. 4th IEEE Global Engineering Education Conference (EDUCON), Berlin, Germany, March 13-15, 2013. p. 1217 – 1221. DOI : 10.1109/EduCon.2013.6530261.

Use of Convex Model Approximations for Real-Time Optimization via Modifier Adaptation

G. François; D. Bonvin 

Industrial and Engineering Chemistry Research. 2013. Vol. 52, num. 33, p. 11614 – 11625. DOI : 10.1021/ie3032372.

Least-restrictive robust periodic model predictive control applied to room temperature regulation

R. Gondhalekar; F. Oldewurtel; C. Jones 

Automatica. 2013. Vol. 49, num. 9, p. 2760 – 2766. DOI : 10.1016/j.automatica.2013.05.009.

A Real-Time Optimization Framework for the Iterative Controller Tuning Problem

G. Bunin; G. François; D. Bonvin 

Processes. 2013. Vol. 1, num. 2, p. 203 – 237. DOI : 10.3390/pr1020203.

Fixed-order LPV Controller Design for LPV Systems by Convex Optimization

Z. Emedi; A. Karimi 

2013. IFAC Joint Conference, Grenoble, France, February 4-6, 2013. DOI : 10.3182/20130204-3-FR-2033.00124.

Real-Time Optimization for Kites

S. Costello; G. François; D. Bonvin 

2013. 5th IFAC International Workshop on Periodic Control Systems (PSYCO’2013), July 3-5 2013. p. 64 – 69. DOI : 10.3182/20130703-3-FR-4039.00004.

Incremental Model Identification of Gas-Liquid Reaction Systems with Unsteady-State Diffusion

B. Cretegny 

2013.

H infinity Gain-scheduled Controller Design for Rejection of Time-varying Narrow-band Disturbances Applied to a Benchmark Problem

A. Karimi; Z. Emedi 

European Journal of Control. 2013. Vol. 19, num. 4, p. 279 – 288. DOI : 10.1016/j.ejcon.2013.05.010.

Optimal Altitude Estimation for Power Generating Kites in an Uncertain Wind-Field

I. Lymperopoulos; C. Jones 

2013. Airborne Wind Energy Conference, Berlin, Germany, September 10-11, 2013.

Robust Smith Predictor Design for Time-Delay Systems with H infinity Performance

V. De Oliveira; A. Karimi 

2013. IFAC Joint Conference, Grenoble, France, February 4-6, 2013. p. 102 – 107. DOI : 10.3182/20130204-3-FR-4031.00012.

Robust Distributed Model Predictive Control of Linear Systems

C. Conte; M. N. Zeilinger; M. Morari; C. Jones 

2013. European Control Conference, Zurich, Switzerland, July 17-19, 2013. p. 2764 – 2769. DOI : 10.23919/ECC.2013.6669745.

A data-driven approach to mixed-sensitivity control with application to an active suspension system

S. Formentin; A. Karimi 

IEEE Transactions on Industrial Informatics. 2013. Vol. 9, num. 4, p. 2293 – 2300. DOI : 10.1109/TII.2012.2220556.

Widgets and Spaces : Personal & Contextual Portability and Plasticity with OpenSocial

E. Bogdanov / D. Gillet; C. Salzmann (Dir.)  

Lausanne, EPFL, 2013. 

A Minimal Set of Coordinates for Describing Humanoid Shoulder Motion

D. Ingram; C. Engelhardt; A. Farron; A. Terrier; P. Muellhaupt 

2013. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). p. 5537 – 5544. DOI : 10.1109/IROS.2013.6697159.

2012

Learning Near-optimal Decision Rules for Energy Efficient Building Control

A. Domahidi; F. Ullmann; M. Morari; C. Jones 

2012. Conference on Decision and Control, Hawaii, USA, December 10-13, 2012. p. 7571 – 7576. DOI : 10.1109/CDC.2012.6426767.

Robust and Gain-Scheduled PID Controller Design for Condensing Boilers by Linear Programming

V. De Oliveira; A. Karimi 

2012. IFAC Conference in Advances in PID Control, Brescia, Italy, March 28-30, 2012. DOI : 10.3182/20120328-3-IT-3014.00057.

A Social Media Platform in Higher Education

E. Bogdanov; F. Limpens; N. Li; S. El Helou; C. Salzmann et al. 

2012. Global Engineering Education Conference (EDUCON), Marrakesh, Morocco, April 17-20, 2012. p. 1 – 8. DOI : 10.1109/EDUCON.2012.6201105.

Review of “A multiple time-scale solution for non-linear vibration of mass grounded system”, by A. Shooshtari and A.A. Pasha Zanoosi, Appl. Math. Model., 34, 2010, no. 7, 1918-1929.

P. Müllhaupt 

Mathematical reviews + database fee. 2012. 

Real-Time Optimization in the Presence of Uncertainty

D. Bonvin 

Workshop on Modeling, Simulation and Optimization of Uncertain Systems, Heidelberg Academy of Sciences, June 4-5, 2012.

Predictive Path Following without Terminal Constraints

T. Faulwasser; R. Findeisen 

2012. 20th Int. Symposium on Mathematical Theory of Networks and Systems (MTNS), Melbourne, Australia, July, 2012.

Model Predictive Control for Gust Load Alleviation

H-G. Giesseler; M. Kopf; P. Varutti; T. Faulwasser; R. Findeisen 

2012. 4th IFAC Nonlinear Model Predictive Control Conference, Noordwijkerhout, NL, Augst 23-27, 2012. p. 27 – 32. DOI : 10.3182/20120823-5-NL-3013.00049.

A solution to the flexible transmission benchmark by convex optimization

G. Galdos Sanz de Galdeano; A. Karimi 

Journal of Vibration and Control. 2012. Vol. 18, num. 7, p. 964 – 972. DOI : 10.1177/1077546311410340.

Avoiding Feedback-Linearization Singularity Using a Quotient Method — The Field-Controlled DC Motor Case

S. S. Willson; P. Müllhaupt; D. Bonvin 

2012. American Control Conference, Montreal, Canada, June 27-29, 2012. p. 1155 – 1161. DOI : 10.1109/ACC.2012.6315095.

Implementation Aspects of Model Predictive Control for Embedded Systems

J. P. Zometa; M. J. Kögel; T. Faulwasser; R. Findeisen 

2012. American Control Conference (ACC), Washington, USA, p. 1205 – 1210. DOI : 10.1109/ACC.2012.6315076.

Computational Aspects of Distributed Optimization in Model Predictive Control

C. Conte; T. Summers; M. N. Zeilinger; M. Morari; C. Jones 

2012. Conference on Decision and Control, Hawaii, USA, December 10-13, 2012. p. 6819 – 6824. DOI : 10.1109/CDC.2012.6426138.

Spectrogram MPC: Enforcing hard constraints on system’s output spectra

J-H. Hours; M. N. Zeilinger; R. Gondhalekar; C. Jones 

2012. American Control Conference, Montreal, Canada, June 27-29 2012. p. 2010 – 2017. DOI : 10.1109/ACC.2012.6315045.

On the Role of Constraints in Optimization under Uncertainty

S. A. Deshpande / D. Bonvin; B. Chachuat (Dir.)  

Lausanne, EPFL, 2012. 

Optimal Design of Signaling Modules : Key Drivers, Trade-Offs and Sustainability

A. Radivojevic / D. Bonvin; V. Hatzimanikatis (Dir.)  

Lausanne, EPFL, 2012. 

Directional Input Adaptation in Parametric Optimal Control Problems

S. A. Deshpande; D. Bonvin; B. Chachuat 

SIAM Journal on Control and Optimization. 2012. Vol. 50, num. 4, p. 1995 – 2024. DOI : 10.1137/110820646.

Exploration of trade-offs between steady-state and dynamic properties in signaling cycles

A. Radivojevic; B. Chachuat; D. Bonvin; V. Hatzimanikatis 

Physical Biology. 2012. Vol. 9, num. 4, p. 045010. DOI : 10.1088/1478-3975/9/4/045010.

Numerical algorithm for feedback linearizable systems

S. S. Willson; P. Müllhaupt; D. Bonvin 

2012. 10th Int. Conference of Numerical Analysis and Applied Mathematics, Kos, Greece, September 2012. p. 1458 – 1461. DOI : 10.1063/1.4756436.

Widget-Based Approach for Remote Control Labs

E. Bogdanov; C. Salzmann; D. Gillet 

2012. 9th IFAC Symposium on Advances in Control Education, 2012. p. 189 – 193. DOI : 10.3182/20120619-3-RU-2024.00091.

Extent-based incremental identification of reaction kinetics from spectroscopic data

J. Billeter; S. Srinivasan; D. Bonvin 

2012. 13th Conference on Chemometrics in Analytical Chemistry (CAC), Budapest (Hungary), June 25-29, 2012.

Minimal State Representation for Open Fluid-Fluid Reaction Systems

N. P. Bhatt; M. Amrhein; B. Srinivasan; P. Müllhaupt; D. Bonvin 

2012. 2012 American Control Conference (ACC), Montreal, Canada, June 27 – 29, 2012. p. 3496 – 3502. DOI : 10.1109/ACC.2012.6315195.

Simultaneous or incremental identification of reaction systems ?

J. Billeter; S. Srinivasan; D. Bonvin 

2012. 4th Chemistry Congress of the European Association for Chemical and Molecular Sciences (EuCheMS), Prague (Czech Republic), August 26-30, 2012.

Model Adequacy for Real-Time Optimization

D. Bonvin 

2012. AIChE Annual Meeting, Pittsburgh, PA, October 28 – November 2, 2012.

On the Use of Models for Real-Time Optimization

D. Bonvin; B. Srinivasan 

2012. Chemical Process Control-VIII, Savannah Harbor, GA, USA, January 2012.

Asymptotic Rejection of Nonvanishing Disturbances Despite Plant-Model Mismatch

P. Müllhaupt; S. Valentinotti; B. Srinivasan; D. Bonvin 

Int. Journal of Adaptive Control and Signal Processing. 2012. Vol. 26, num. 12, p. 1090 – 1110. DOI : 10.1002/acs.2292.

Extent-based incremental identification of reaction systems – Minimal number of measurements for full state reconstruction

J. Billeter; S. Srinivasan; D. Bonvin 

2012. 104th Annual Meeting of the American Institute of Chemical Engineers (AIChE), Pittsburgh (USA), October 28 – November 2, 2012.

Review of “The shape of some linear transformations”, by Hou, Bo and Gao, Suogang, Linear Algebra Appl., 433, 2010, n0 11-12, 2088-2095

P. Müllhaupt 

Mathematical reviews + database fee. 2012. 

Learning Near-optimal Decision Rules for Energy Efficient Building Control

A. Domahidi; F. Ullmann; M. Morari; C. Jones 

2012. Conference on Decision and Control, Hawaii, USA, December 10-13, 2012. p. 7571 – 7576. DOI : 10.1109/CDC.2012.6426767.

Extent-based incremental identification of reaction systems using concentration and calorimetric measurements

S. Srinivasan; N. P. Bhatt; J. Billeter; D. Bonvin 

2012. 12th International Symposium on Chemical Reaction Engineering (ISCRE), Maastricht (Netherlands), September 1-5, 2012. p. 785 – 793. DOI : 10.1016/j.cej.2012.07.063.

Exploiting Local Quasiconvexity for Gradient Estimation in Modifier-Adaptation Schemes

G. Bunin; G. François; D. Bonvin 

2012. The 2012 American Control Conference, Montréal, Canada, June 27-29, 2012. p. 2806 – 2811. DOI : 10.1109/ACC.2012.6314902.

Computational Complexity Certification for Real-Time MPC With Input Constraints Based on the Fast Gradient Method

S. Richter; C. N. Jones; M. Morari 

Ieee Transactions On Automatic Control. 2012. Vol. 57, p. 1391 – 1403. DOI : 10.1109/TAC.2011.2176389.

On input design for direct data-driven controller tuning

S. Formentin; A. Karimi; S. M. Savaresi 

2012. 16th IFAC Symposium on System Identification, Bruxelles, Belgium, July 11-13, 2012. p. 1466 – 1471. DOI : 10.3182/20120711-3-BE-2027.00305.

A Set-Theoretic Method for Verifying Feasibility of a Fast Explicit Nonlinear Model Predictive Controller

D. M. Raimondo; S. Riverso; S. Summers; C. Jones; J. Lygeros et al. 

Distributed Decision Making and Control; London: Springer London, 2012. p. 289 – 311.

Quotient-method Algorithms for Input-affine Single-input Nonlinear Systems

W. Sudarsandhari Shibani / D. Bonvin; P. Müllhaupt (Dir.)  

Lausanne, EPFL, 2012. 

A toolbox for robust PID controller tuning using convex optimization

M. Sadeghpour; V. de Oliveira; A. Karimi 

2012. IFAC Conference in Advances in PID Control, Brescia, Italy, March 28-30, 2012. DOI : 10.3182/20120328-3-IT-3014.00027.

Application of Legendrian Foliations in Differential Flatness Problems

B. Graf; P. Müllhaupt 

2012. IEEE CDC 2012, Hawaii, p. 3570 – 3575. DOI : 10.1109/CDC.2012.6426237.

Quotient method for stabilising a ball-on-a-wheel system – Experimental results

S. S. Willson; K. M. Daly; P. Müllhaupt; D. Bonvin 

2012. IEEE CDC 2012, Hawaii, December 2012. p. 1271 – 1278. DOI : 10.1109/CDC.2012.6426434.

Efficient Interior Point Methods for Multistage Problems Arising in Receding Horizon Control

A. Domahidi; A. U. Zgraggen; M. N. Zeilinger; M. Morari; C. Jones 

2012. 2012 IEEE 51st IEEE Conference on Decision and Control (CDC), Hawaii, USA, December 10-13, 2012. p. 668 – 674. DOI : 10.1109/CDC.2012.6426855.

Study of the maximal interpolation errors of the local polynomial method for frequency response function measurements

J. Schoukens; G. Vandersteen; R. Pintelon; Z. Emedi; Y. Rolain 

2012. 2012 IEEE International Instrumentation and Measurement Technology Conference, Graz, Austria, May 13 – 16, 2012. p. 1395 – 1399. DOI : 10.1109/I2MTC.2012.6229145.

Nonquadratic Stochastic Model Predictive Control: A Tractable Approach

M. Korda; J. Cigler 

Automatica. 2012. Vol. 48, num. 9, p. 2352 – 2358. DOI : 10.1016/j.automatica.2012.06.053.

Review of “Some nonlinear boundary value problems describing conflict control with continuous feedback and nonconvex target set”, by S.A. Brykalov and Y.A. Latushkin, Nonlinear Analysis, 71, 2009, no 12, pp. 1116-1123

P. Müllhaupt 

Mathematical reviews + database fee. 2012. 

Online Thermal Control Methods for Multi-Processor Systems

F. Zanini; D. Atienza Alonso; C. Jones; L. Benini; G. De Micheli 

ACM Transactions on Design Automation of Electronic Systems. 2012. Vol. 18, num. 1, p. 6:1 – 6:26. DOI : 10.1145/2390191.2390197.

Incremental Identification of Reaction Systems – A Comparison between Rate-based and Extent-based Approaches

N. Bhatt; N. Kerimoglu; M. Amrhein; W. Marquardt; D. Bonvin 

Chemical Engineering Science. 2012. Vol. 8, p. 24 – 38. DOI : 10.1016/j.ces.2012.05.040.

MPC for tracking periodic reference signals

D. Limon; T. Alamo; D. Munoz de la Pena; M. N. Zeilinger; C. Jones et al. 

2012. IFAC Conference on Nonlinear Model Predictive Control, Noordwijkerhout, The Netherlands, August 23-27. DOI : 10.3182/20120823-5-NL-3013.00067.

Stochastic Model Predictive Control: Controlling the Average Number of Constraint Violations

M. Korda; R. Gondhalekar; F. Oldewurtel; C. Jones 

2012. 51st IEEE Conference on Decision and Control (CDC 2012), Maui, Hawaii, USA, December 10-13, 2012. p. 4529 – 4536. DOI : 10.1109/CDC.2012.6426873.

Distributed Synthesis and Control of Constrained Linear Systems

C. Conte; N. R. Voellmy; M. N. Zeilinger; M. Morari; C. Jones 

2012. American Control Conference, Montreal, Canada, June 27-29, 2012. p. 6017 – 6022. DOI : 10.1109/ACC.2012.6314654.

Synchronous Collaboration between Auto-Generated WebGL Applications and 3D Virtual Laboratories Created with Easy Java Simulations

C. A. Jara; F. A. Candelas; F. Torres; C. Salzmann; D. Gillet et al. 

2012. 9th IFAC Symposium Advances in Control Education Advances in Control Education, Nizhny Novgorod, Russia, June 19-21, 2012. p. 160 – 165. DOI : 10.3182/20120619-3-RU-2024.00039.

Fixed-order LPV Controller Design for Rejection of a Sinusoidal Disturbance with Time-varying Frequency

Z. Emedi; A. Karimi 

2012. 2012 IEEE Multi-Conference on Systems and Control, Dubrovnik, Croatia, October 3 – 5, 2012. p. 837 – 842. DOI : 10.1109/CCA.2012.6402733.

Efficient Interior Point Methods for Multistage Problems Arising in Receding Horizon Control

A. Domahidi; A. U. Zgraggen; M. N. Zeilinger; M. Morari; C. Jones 

2012. Conference on Decision and Control, Hawaii, USA, December 10-13, 2012. p. 668 – 674. DOI : 10.1109/CDC.2012.6426855.

Comparison of Six Implicit Real-Time Optimization Schemes

G. François; B. Srinivasan; D. Bonvin 

Journal Européen des Systèmes Automatisés. 2012. Vol. 46, num. 2-3, p. 291 – 305. DOI : 10.3166/JESA.46.291-305.

Use of model predictive control and weather forecasts for energy efficient building climate control

F. Oldewurtel; A. Parisio; C. Jones; D. Gyalistras; M. Gwerder et al. 

Energy and Buildings. 2012. Vol. 45, p. 15 – 27. DOI : 10.1016/j.enbuild.2011.09.022.

Run-to-Run MPC Tuning via Gradient Descent

G. Bunin; F. Fraire; G. François; D. Bonvin 

2012. 22nd European Symposium on Computer Aided Process Engineering (ESCAPE), London, UK, June 17-20, 2012. p. 927 – 931. DOI : 10.1016/B978-0-444-59520-1.50044-0.

A Federated Recommender System for Online Learning Environments

L. Zhou; S. El Helou; L. Moccozet; L. Opprecht; O. Benkacem et al. 

2012. 11th International Conference on Web-Based Learning, Sinaia, Romania, September 2-4, 2012. p. 89 – 98. DOI : 10.1007/978-3-642-33642-3_10.

Experimental Real-Time Optimization of a Solid Oxide Fuel Cell Stack via Constraint Adaptation

G. Bunin; Z. Wuillemin; G. François; A. Nakajo; L. Tsikonis et al. 

Energy. 2012. Vol. 39, num. 1, p. 54 – 62. DOI : 10.1016/j.energy.2011.04.033.

Extent-based incremental identification of reaction systems using concentration and calorimetric measurements

S. Srinivasan; J. Billeter; D. Bonvin 

Chemical Engineering Journal. 2012. Vol. 207-208, p. 785 – 793. DOI : 10.1016/j.cej.2012.07.063.

2011

Input-to-state stabilization of feasible model predictive controllers for linear systems

G. Schildbach; M. N. Zeilinger; M. Morari; C. Jones 

2011. IEEE Conference on Decision & Control, Orlando, Florida, December, 2011.

MPC of constrained discrete-time linear periodic systems — A framework for asynchronous control: Strong feasibility, stability and optimality via periodic invariance

R. Gondhalekar; C. Jones 

Automatica. 2011. Vol. 47, num. 2, p. 326 – 333. DOI : 10.1016/j.automatica.2010.10.021.

Contextual Factors in the Adoption of Social Software: a Case Study

M. Najafian-Razavi; D. Gillet 

2011. the 1st Workshop on Exploring the Fitness and Evolvability of Personal Learning Environments (EFEPLE’11), held at the 2nd STELLAR Alpine Rendez-Vous (ARV), French Alps, March 27-31, 2011.

Robust Real-Time Optimization of a Solid Oxide Fuel Cell Stack

A. Marchetti; A. Gopalakrishnan; B. Chachuat; D. Bonvin; L. Tsikonis et al. 

Journal of Electrochemical Energy Conversion and Storage. 2011. Vol. 8, num. 5, p. 051001. DOI : 10.1115/1.4003976.

Incremental Identification of Reaction and Mass-Transfer Kinetics Using the Concept of Extents

N. Bhatt; M. Amrhein; D. Bonvin 

Industrial & Engineering Chemistry Research. 2011. Vol. 50, num. 23, p. 12960 – 12974. DOI : 10.1021/ie2007196.

Application of a parametrization method to problem of optimal control

S. A. Deshpande; S. D. Agashe 

Journal Of The Franklin Institute-Engineering And Applied Mathematics. 2011. Vol. 348, p. 2390 – 2405. DOI : 10.1016/j.jfranklin.2011.06.030.

Preclinically assessed optimal control of postprandial glucose excursions for type 1 patients with diabetes

T. Prud’Homme; A. Bock; G. François; D. Gillet 

2011. 7th Annual IEEE Conference on Automation Science and Engineering (CASE 2011), Trieste, Italy, August 24-27, 2011. p. 702 – 707. DOI : 10.1109/CASE.2011.6042510.

Subspace Correction Methods in Multivariate Calibration

P. S. Gujral / D. Bonvin; M. Amrhein (Dir.)  

Lausanne, EPFL, 2011. 

Optimal Exact Path-Following for Constrained Differentially Flat Systems

T. Faulwasser; V. Hagenmeyer; R. Findeisen 

2011. 18th IFAC World Congress, Milano, Italy, September, 2011. p. 9875 – . DOI : 10.3182/20110828-6-IT-1002.03132.

Alternative parameterisations for predictive control: How and why?

G. Valencia-Palomo; J. A. Rossiter; C. Jones; R. Gondhalekar; B. Khan 

2011. American Control Conference, San Francisco, California, USA, June, 2011. p. 5175 – 5180. DOI : 10.1109/ACC.2011.5990639.

Robust gain-scheduled blending control of raw-mix quality in cement industries

V. De Oliveira; M. Amrhein; A. Karimi 

2011. 50th IEEE Conference on Decision and Control and European Control Conference, Orlando, Florida, USA, December 12-15, 2011. p. 4189 – 4194. DOI : 10.1109/CDC.2011.6160777.

Fixed-order H-infinity controller design for systems with ellipsoidal parametric uncertainty

A. Sadeghzadeh; H. Momeni; A. Karimi 

International Journal of Control. 2011. Vol. 84, num. 1, p. 57 – 65. DOI : 10.1080/00207179.2010.540040.

Data-driven model reference control with asymptotically guaranteed stability

K. van Heusden; A. Karimi; D. Bonvin 

Int. Journal of Adaptive Control and Signal Processing. 2011. Vol. 25, num. 4, p. 331 – 351. DOI : 10.1002/acs.1212.

Modifier Adaptation for Run-to-Run Optimization of Transient Processes

S. Costello; G. François; B. Srinivasan; D. Bonvin 

2011. 18th World Congress of the Int. Federation of Automatic Control (IFAC), Milan, Italy, August 28 – September 2, 2011. p. 11471 – 11476. DOI : 10.3182/20110828-6-IT-1002.02996.

On the Design of Integral Observers for Unbiased Output Estimation in the Presence of Uncertainty

L. Bodizs; B. Srinivasan; D. Bonvin 

Journal of Process Control. 2011. Vol. 21, num. 3, p. 379 – 390. DOI : 10.1016/j.jprocont.2010.11.015.

Real-time Suboptimal Model Predictive Control Using a Combination of Explicit MPC and Online Optimization

M. N. Zeilinger; C. Jones; M. Morari 

IEEE Transactions on Automatic Control. 2011. Vol. 56, num. 7, p. 1524 – 1534. DOI : 10.1109/TAC.2011.2108450.

Constrained spectrum control using MPC

R. Gondhalekar; C. Jones; T. Besselmann; J-H. Hours; M. Mercangöz 

2011. IEEE Conference on Decision & Control, Orlando, Florida, December, 2011. p. 1219 – 1226. DOI : 10.1109/CDC.2011.6161381.

Interactive applications to explore the parametric space of multivariable controllers

Y. Piguet; R. Longchamp 

2011. IFAC 2011, Milano, Italy, August 28 – September 2, 2011. DOI : 10.3182/20110828-6-IT-1002.00445.

Towards computational complexity certification for constrained mpc based on lagrange relaxation and the fast gradient method

S. Richter; M. Morari; C. Jones 

2011. IEEE Conference on Decision & Control, Orlando, Florida, December, 2011. p. 5223 – 5229. DOI : 10.1109/CDC.2011.6160931.

Adaptive Control: Algorithms, Analysis and Applications

I. Landau; R. Lozano; M. M’Saad; A. Karimi 

London: Springer, 2011.

Table ronde formation I. Formations francophones en Génie des Procédés : Etat des lieux et synergies d’amelioration

E. Schaer; M. Crine; G. François; A-M. Billet; P. Tanguy et al. 

XIII Congress of the French Society of Process Engineering, Lille, France, November 28 – December 1, 2011.

On identification methods for direct data-driven controller tuning

K. van Heusden; A. Karimi; T. Söderström 

International Journal of Adaptive Control and Signal Processing. 2011. Vol. 25, p. 448 – 465. DOI : 10.1002/acs.1213.

A High–Performance Parallel Implementation of the Chambolle Algorithm

A. Akin; I. Beretta; A. A. Nacci; V. Rana; M. D. Santambrogio et al. 

2011. IEEE/ACM 2011 Design, Automation and Test in Europe Conference (DATE 2011), Grenoble, France, March 14-18, 2011. p. 1436 – 1441. DOI : 10.1109/DATE.2011.5763232.

Comparison of Gradient Estimation Methods for Real-time Optimization

B. Srinivasan; G. François; D. Bonvin 

2011. 21st European Symposium on Computer Aided Process Engineering – ESCAPE 21, Chalkidiki, Greece, May 29 – June 1, 2011. p. 607 – 611.

A quotient method for designing nonlinear controllers

S. S. Willson; P. Müllhaupt; D. Bonvin 

2011. 50th IEEE Conference of Decision and Control (CDC)/European Control Conference (ECC), Orlando, FL, Dec 12-15, 2011. p. 7980 – 7987. DOI : 10.1109/CDC.2011.6160803.

A robust explicit nonlinear mpc controller with input-to- state stability guarantees

D. Raimondo; S. Riverso; C. Jones; M. Morari 

2011. 18th IFAC World Congress, Milano, Italy, August, 2011. p. 9284 – 9289. DOI : 10.3182/20110828-6-IT-1002.03495.

Nichtlineare modellprädiktive Trajektorienfolge basierend auf zeitvarianten Niveaumengen von Lyapunovfunktionen

T. Faulwasser; R. Findeisen 

2011. Tagung des GMA-Fachausschuss 1.40: Theoretische Verfahren der Regelungstechnik, Anif, Austria, September, 2011. p. 176 – 191.

Direct data-driven H2 − H∞ loop-shaping

S. Formentin; A. Karimi; S. M. Savaresi 

2011. 18th IFAC World Congress, Milano, Italy, August 28 – September 2, 2011. p. 11423 – 11428. DOI : 10.3182/20110828-6-IT-1002.01570.

Learning a feasible and stabilizing explicit model predictive control law by robust optimization

A. Domahidi; M. N. Zeilinger; M. Morari; C. Jones 

2011. IEEE Conference on Decision & Control, Orlando, Florida, December, 2011. p. 513 – 519. DOI : 10.1109/CDC.2011.6161258.

Optimisation temps reel en présence d’incertitude et de contraintes

G. François 

Seminaries of the Laboratory of Automatic Control and Chemical Engineering, LAGEP, CPE Lyon, France, January 20, 2011.

Incremental model identification for homogeneous systems – A comparison

N. Bhatt; N. Kerimoglu; M. Amrhein; W. Marquardt; D. Bonvin 

7th In.t Workshop on Mathematics in Chemical Kinetics and Engineering 2011, University of Heidelberg, Wednesday May 18th – Friday May 20th 2011.

A Minimal Exercise Extension for Models of the Glucoregulatory System

A. Bock; G. François; T. Prud’homme; D. Gillet 

2011. 21st European Symposium on Computer Aided Process Engineering – ESCAPE 21, Chalkidiki, Greece, May 29 – June 1, 2011. p. 1520 – 1524. DOI : 10.1016/B978-0-444-54298-4.50083-0.

A multiresolution approximation method for fast explicit model predictive control

S. Summers; C. Jones; J. Lygeros; M. Morari 

IEEE Transactions on Automatic Control. 2011. Vol. 56, num. 11, p. 2530 – 2541. DOI : 10.1109/TAC.2011.2146990.

Decentralized Coordination of Autonomous Vehicles at intersections

L. Makarem; D. Gillet 

2011. 18th IFAC world congress, Milano, Italy, August 28 – September 2, 2011. p. 13046 – 13051. DOI : 10.3182/20110828-6-IT-1002.02529.

Input Filter Design for Feasibility in Constraint-Adaptation Schemes

G. Bunin; G. François; B. Srinivasan; D. Bonvin 

2011. 18th World Congress of the Int. Federation of Automatic Control (IFAC), Milano, Italy, August 28 – September 2, 2011. p. 5585 – 5590. DOI : 10.3182/20110828-6-IT-1002.02937.

RST Controller Design by Convex Optimization Using Frequency-Domain Data

G. Galdos; A. Karimi; R. Longchamp 

2011. 18th IFAC World Congress, Milan, Italy, August, 2011. DOI : 10.3182/20110828-6-IT-1002.00407.

Extents of Reaction and Mass Transfer in the Analysis of Chemical Reaction Systems

N. P. Bhatt / D. Bonvin; M. Amrhein (Dir.)  

Lausanne, EPFL, 2011. 

Stabilization of the cart-pendulum system through approximate manifold decomposition

D. Ingram; S. S. Willson; P. Müllhaupt; D. Bonvin 

2011. IFAC, Milano, Italy 2011, August 28th to September 2nd 2011. p. 10659 – 10666. DOI : 10.3182/20110828-6-IT-1002.01168.

How Important is the Detection of Changes in Active Constraints in Real-Time Optimization?

S. A. Deshpande; B. Srinivasan; D. Bonvin 

2011. 18th IFAC World Congress, Milano, Italy, August 28 – September 2, 2011. p. 9862 – 9868. DOI : 10.3182/20110828-6-IT-1002.03134.

A Review of On-Chip Micro-Evaporation: Experimental Evaluation of Liquid Pumping and Vapor Compression Driven Cooling Systems and Control

J. B. Marcinichen; J. A. Olivier; V. d. Oliveira; J. R. Thome 

Applied Energy. 2011. Vol. 92, p. 147 – 161. DOI : 10.1016/j.apenergy.2011.10.030.

Review of “The complex solution to a quaternion matrix equation with applications”, Ding, Yu-Han; Wang, Qing-Wen, Math. Sci. Res. J. 12, no. 9, pp. 215-224, 2008

P. Mullhaupt 

Mathematical reviews + database fee. 2011.  p. www.ams.org/mathscinet.

Real-Time Optimization
 in the Presence of Uncertainty

D. Bonvin 

2011. 18th Int. Conf. on Process Control, Tatranska Lomnica, Slovak Republic, June 14-17, 2011.

Optimal service pricing for a cloud cache

V. Kantere; D. Dash; G. François; S. Kyriakopoulou; A. Ailamaki 

IEEE Transactions on Knowledge and Data Engineering. 2011. Vol. 23, num. 9, p. 1345 – 1358. DOI : 10.1109/TKDE.2011.35.

Optimal service pricing for a cloud cache

V. Kantere; D. Dash; G. François; S. Kyriakopoulou; A. Ailamaki 

10th Hellenic Data Management Symposium (HDMS 2011), Athens, Greece, June 17-18, 2011.

A Globally Convergent Algorithm for the Run-to-Run Control of Systems with Sector Nonlinearities

G. François; B. Srinivasan; D. Bonvin 

Industrial and Engineering Chemistry Research. 2011. Vol. 50, num. 3, p. 1410 – 1418. DOI : 10.1021/ie100808t.

Review of “On functions whose graph is a Hamel basis. II”, Krzysztof Plotka, Canad. Math. Bull. 52, No. 2, pp 295-302, 2009.

P. Mullhaupt 

Mathematical reviews + database fee. 2011. 

Incremental Identification of Reaction and Mass-Transfer Rates In Gas-Liquid Reaction Systems Using Tendency Modeling

N. Bhatt; C. Georgakis; D. Bonvin 

2011 AIChE Annual Meeting, Minneapolis, MN, USA, October 16-21, 2011.

On multivariate calibration with unlabeled data

P. Gujral; M. Amrhein; R. Ergon; B. Wise; D. Bonvin 

Journal of Chemometrics. 2011. Vol. 25, num. 8, p. 456 – 465. DOI : 10.1002/cem.1389.

Feedback Linearizability and Flatness in Restricted Control Systems

B. Graf; P. Müllhaupt 

2011. 18th IFAC World Congress, Milano, Italy, August 28, 2011. p. 13362 – 13367. DOI : 10.3182/20110828-6-IT-1002.01987.

Review of “Modeling, performance analysis and control of robot manipulators” Edited by Etienne Dombre and Wisama Khalil

P. Mullhaupt 

Mathematical reviews + database fee. 2011. 

A Model Predictive Control Approach to Trajectory Tracking Problems via Time-Varying Level Sets of Lyapunov Functions

T. Faulwasser; R. Findeisen 

2011. 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC). p. 3381 – 3386. DOI : 10.1109/CDC.2011.6160492.

Contextual Spaces with Functional Skins as OpenSocial Extension

E. Bogdanov; C. Salzmann; D. Gillet 

2011. 4th International Conference on Advances in Computer-Human Interactions, Gosier, Guadeloupe, France, February 23-28, 2011.

2010

The Four Elements of a viable PLE

S. El Helou; D. Gillet 

1st Workshop on Exploring the Fitness and Evolvability of Personal Learning Environments (EFEPLE’11), La Clusaz, France, March 27-31,2011.

Analysis of energy savings potentials for integrated room automation

D. Gyalistras; M. Gwerder; F. Oldewurtle; C. Jones; M. Morari 

2010. Clima – RHEVA World Congress, Antalya, Turkey, May, 2010.

Review of “Some remarks on Eisenstein’s criterion”, Woo, Sung Sik, Commun. Korean Math. Soc. 23 (2008), no.4, 499-509

P. Mullhaupt 

Mathematical reviews + database fee. 2010. 

Fixed-order H-infinity Controller Design for Nonparametric Models by Convex Optimization

A. Karimi; G. Galdos 

Automatica. 2010. Vol. 46, num. 8, p. 1388 – 1394. DOI : 10.1016/j.automatica.2010.05.019.

Non-iterative data-driven controller tuning with guaranteed stability: Application to direct-drive pick-and-place robot

K. van Heusden; A. Karimi; D. Bonvin; A. den Hamer; M. Steinbuch 

2010. 2010 IEEE Conference on Control Applications (CCA), Yokohama, September 8-10, 2010. p. 1005 – 1010. DOI : 10.1109/CCA.2010.5611118.

Tackling Engineering Education Research Challenges: Web 2.0 Social Software for Personal Learning

D. Gillet 

International Journal of Engineering Education. 2010. Vol. 26, num. 5, p. 1134 – 1143.

Iterative Learning Control Using Stochastic Approximation Theory with Application to a Mechatronic System

M. E. J. Butcher; A. Karimi 

Advances in the Theory of Control, Signals and Systems with Physical Modeling; London: Springer, 2010. p. 49 – 64.

Commande Numérique de Systèmes Dynamiques, Volume 1: Méthodes de base

R. Longchamp 

EPFL, Lausanne: Presses Polytechniques et Universitaires Romandes, 2010.

Fast Explicit Nonlinear Model Predictive Control Via Multiresolution Function Approximation with Guaranteed Stability Nonlinear Control Systems

S. Summers; D. Raimondo; C. Jones; J. Lygeros; M. Morari 

2010. 8th IFAC Symposium on Nonlinear Control Systems (2010), Bologna, Italy, 2010. DOI : 10.3182/20100901-3-IT-2016.00275.

Constrained Output Path-Following for Nonlinear Systems Using Predictive Control

T. Faulwasser; R. Findeisen 

2010. 8th IFAC Symposium on Nonlinear Control Systems (NOLCOS), Bologna, Italy, September 1-3, 2010. p. 753 – 758. DOI : 10.3182/20100901-3-IT-2016.00122.

Data-driven tuning of linear parameter varying precompensators

M. Butcher; A. Karimi 

International Journal of Adaptive Control and Signal Processing. 2010. Vol. 24, num. 7, p. 592 – 609. DOI : 10.1002/acs.1151.

Temperature sensor placement in thermal management systems for MPSoCs

F. Zanini; D. Atienza Alonso; C. Jones; G. De Micheli 

2010. IEEE International Symposium on Circuits and Systems – ISCAS 2010, Paris, France, 30 05 – 2 06 2010. p. 1065 – 1068. DOI : 10.1109/ISCAS.2010.5537347.

A Cost-Effective Atomic Force Microscope for Undergraduate Control Laboratories

C. Jones; J. Goncalves 

IEEE Transactions on Education. 2010. Vol. 53, num. 2, p. 328 – 334. DOI : 10.1109/TE.2009.2021390.

Increasing energy efficiency in building climate control using weather forecasts and model predictive control

F. Oldewurtel; D. Gyalistras; M. Gwerder; C. Jones; A. Parisio et al. 

2010. Clima – RHEVA World Congress, Antalya, Turkey, May, 2010.

Model predictive control and dynamic operability studies in a stirred tank: rapid temperature cycling for crystallization

G. A. Bunin; F. V. Lima; C. Georgakis; C. M. Hunt 

Chemical Engineering Communications. 2010. Vol. 197, num. 5, p. 733 – 752. DOI : 10.1080/00986440903288096.

Event-based reduced-attention predictive control for nonlinear uncertain systems

P. Varutti; T. Faulwasser; B. Kern; M. Kögel; R. Findeisen 

2010. IEEE Multi-conference on Systems and Control, Yokohama, Japan, September 8-10, 2010. p. 1085 – 1090. DOI : 10.1109/CACSD.2010.5612775.

Fault Tolerant Flight Control – A Survey

M. Verhaegen; S. Kanev; R. Hallouzi; C. Jones; J. Maciejowski et al. 

Fault Tolerant Flight Control; Berlin, Heidelberg: Springer Berlin Heidelberg, 2010. p. 47 – 89.

Exploration of Signaling Cycles using Dynamic Optimization

A. Radivojevic; B. Chachuat; D. Bonvin; V. Hatzimanikatis 

AIChE Annual Meeting, Salt Lake City, UT, USA, November 7-12, 2010.

Review of “Rigid body dynamics in terms of quaternions: Hamiltonian formulation and conserving numerical integration” Betsch, P. and Siebert, R., International J. Numer. Methods, Engrg. 79, no. 4, pp. 444-473, 2009

P. Müllhaupt 

Mathematical reviews + database fee. 2010. 

Two-Layered Real-Time Optimization of a Solid Oxide Fuel Cell Stack

G. Bunin; G. François; D. Bonvin 

2010. 9th International Symposium on Dynamics and Control of Process Systems, Leuven, Belgium, July, 5-7, 2010. p. 839 – 844. DOI : 10.3182/20100705-3-BE-2011.0149.

Experimental Real-Time Optimization of a Solid Oxide Fuel Cell Stack via Constraint Adaptation

G. Bunin; Z. Wuillemin; G. François; A. Nakajo; L. Tsikonis et al. 

2010. 23rd Int. Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, Lausanne, June 14-17, 2010. p. 141 – 148.

Study of model predictive control formulations for an air-to- water heat pump system

C. Verhelst; D. Axehill; C. Jones; L. Helsen 

2010. 8th International Conference on System Simulation in Buildings, Liege, Belgium, December, 2010.

Energy Efficient Building Climate Control using Stochastic Model Predictive Control and Weather Predictions

F. Oldewurtel; A. Parisio; C. Jones; M. Morari; D. Gyalistras et al. 

2010. American Control Conference, Baltimore, MD, Jun 30-Jul 02, 2010. p. 5100 – 5105. DOI : 10.1109/ACC.2010.5530680.

Identification of reaction and mass-transfer rates in gas-liquid reaction systems

N. Bhatt; M. Amrhein; D. Bonvin 

2010. International Symposium on “Thermodynamics and Transport processes”, Recent and Emergent Advances in Chemical Engineering, IIT-Madras, Chennai, India, December 2-4, 2010. p. 70 – 75.

Robust stability properties of soft constrained MPC

M. N. Zeilinger; C. Jones; M. Morari 

2010. 49th IEEE Conference on Decision and Control (CDC), Atlanta, GA, USA, 15-17 December 2010. p. 5276 – 5282. DOI : 10.1109/CDC.2010.5717488.

Modeling and Flatness of Rigid and Flexible Cable Suspended Underactuated Robots

P. Mullhaupt; B. Graf 

2010. 2010 IEEE International Conference on Control Applications Part of 2010 IEEE Multi-Conference on Systems and Control, Yokohama, Japan, September 8-10, 2010. p. 1307 – 1312. DOI : 10.1109/CCA.2010.5611216.

Fixed-Order Robust Controller Design by Convex Optimization Using Spectral Models

G. Galdos Sanz de Galdeano / R. Longchamp; A. Karimi (Dir.)  

Lausanne, EPFL, 2010. 

Commande Numérique de Systèmes Dynamiques, Volume 2: Méthodes avancées

R. Longchamp 

EPFL, Lausanne: Presses Polytechniques et Universitaires Romandes, 2010.

A Nonlinear Model Predictive Control Scheme with Multirate Integral Sliding Mode

M. Rubagotti; D. Raimondo; C. Jones; L. Magni; A. Ferrara et al. 

2010. 8th IFAC Symposium on Nonlinear Control Systems (2010), Bologna, Italy, 2010. DOI : 10.3182/20100901-3-IT-2016.00172.

Modeling and Flatness of Rigid and Flexible Cable Suspended Underactuated Robots

P. Mullhaupt; B. Graf 

2010. IEEE Multi-Conference on Systems and Control, Yokohama, Japan, September 8-10, 2010. p. 1307 – 1312. DOI : 10.1109/CCA.2010.5611216.

Adaptation en temps réel pour une meilleure qualité d’expérience en réalité augmentée

D. Perritaz / D. Gillet; C. Salzmann (Dir.)  

Lausanne, EPFL, 2010. 

Review of “On symplectic polar spaces over non-perfect fields of characteristic 2”, De Bruyn, B. and Pasini, A., Linear Multilinear Algebra 57, no. 6, pp. 567-575, 2009

P. Müllhaupt 

Mathematical reviews + database fee. 2010. 

Extents of reaction and flow for homogeneous reaction systems with inlet and outlet streams

M. Amrhein; N. Bhatt; B. Srinivasan; D. Bonvin 

AIChE Journal. 2010. Vol. 56, num. 11, p. 2873 – 2886. DOI : 10.1002/aic.12125.

Control of Polymerization Processes

B. Ogunnaike; G. François; M. Soroush; D. Bonvin 

The Control Handbook, 2nd Edition; CRC Press, 2010. p. 12.1 – 12.23.

Tackling Acceptability Issues in Communities of Practice by Providing a Lightweight Email-Based Interface to Social Software

C. M. Yu; D. Gillet; S. El Helou; C. Salzmann 

Web-Based Learning Solutions for Communities of Practice: Developing Virtual Environments for Social and Pedagogical Advancement; Hershey, New York: IGI Global, 2010. p. 26 – 37.

Robust Controller Design by Convex Optimization based on Finite Frequency Samples of Spectral Models

G. Galdos; A. Karimi; R. Longchamp 

2010. 49th Conference on Decision and Control, Atlanta, Georgia, USA, December 15-17, 2010. p. 4317 – 4322. DOI : 10.1109/CDC.2010.5718094.

Practical Lessons Learned while Developing Web 2.0 Collaboration Services for Communities of Practice

M. Tzagarakis; N. Karacapilidis; N. Karousos; S. El Helou; D. Gillet et al. 

2010. International Conference on Information Resources Management, University of the West Indies, Jamaica, May 16-18, 2010.

Graaasp: a web 2.0 research platform for contextual recommendation with aggregated data

E. Bogdanov; S. El Helou; D. Gillet; C. Salzmann; S. Sire 

2010. Proceedings of the 28th of the international conference extended abstracts on Human factors in computing systems, Atlanta, Georgia, USA, 10-15 04 2010. DOI : 10.1145/1753846.1754012.

The 3A Personalized, Contextual and Relation-based Recommender System

S. El Helou; C. Salzmann; D. Gillet 

Journal of Universal Computer Science. 2010. Vol. 16, num. 16, p. 2179 – 2195. DOI : 10.3217/jucs-016-16-2179.

Extents of Reaction, Mass Transfer and Flow for Gas-Liquid Reaction Systems

N. Bhatt; M. Amrhein; D. Bonvin 

Industrial Engineering & Chemistry Research. 2010. Vol. 49, num. 17, p. 7704 – 7717. DOI : 10.1021/ie902015t.

Exploration of signaling cycles using dynamic optimization

A. Radivojevic; B. Chachuat; D. Bonvin; V. Hatzimanikatis 

11th International Conference on Systems Biology, Edinburgh, Scotland, UK., October 11-14, 2010.

Selective Input Adaptation in Parametric Optimal Control Problems involving Terminal Constraints

S. Deshpande; D. Bonvin; B. Chachuat 

2010. American Control Conference 2010, Baltimore, Maryland, USA, June 30 – July 2, 2010. p. 4782 – 4787. DOI : 10.1109/ACC.2010.5531115.

Model-Predictive Control of an Experimental Solid Oxide Fuel Cell Stack

G. Bunin; Z. Wuillemin; G. François; S. Diethelm; A. Nakajo et al. 

7th Symposium on Fuel Cell Modeling and Experimental Validation, Morges, CH, March 23-24.

Advances in the Theory of Control, Signals and Systems with Physical Modeling

J. Lévine; P. Müllhaupt 

New York, Heidelberg, Berlin: Springer Verlag, 2010.

Polytopic Approximation of Explicit Model Predictive Controllers

C. Jones; M. Morari 

IEEE Transactions on Automatic Control. 2010. Vol. 55, num. 11, p. 2542 – 2553. DOI : 10.1109/TAC.2010.2047437.

Linear Parameter Varying Iterative Learning Control with application to a Linear Motor System

M. Butcher; A. Karimi 

IEEE/ASME Transactions on Mechatronics. 2010. Vol. 15, num. 3, p. 412 – 420. DOI : 10.1109/TMECH.2009.2027435.

Optimal decision trees for point location in polytopic data sets – application to explicit MPC

A. N. Fuchs; C. Jones; M. Morari 

2010. American Control Conference (ACC), Baltimore, Maryland, USA, June, 2010. p. 5507 – 5512. DOI : 10.1109/ACC.2010.5530979.

A Dual Modifier-Adaptation Approach for Real-Time Optimization

A. Marchetti; B. Chachuat; D. Bonvin 

Journal of Process Control. 2010. Vol. 20, num. 9, p. 1027 – 1037. DOI : 10.1016/j.jprocont.2010.06.006.

H∞ Controller Design for Spectral MIMO Models by Convex Optimization

G. Galdos; A. Karimi; R. Longchamp 

Journal of Process Control. 2010. Vol. 20, num. 10, p. 1175 – 1182. DOI : 10.1016/j.jprocont.2010.07.006.

Non-Iterative Data-Driven Model Reference Control

K. v. Heusden / D. Bonvin; A. Karimi (Dir.)  

Lausanne, EPFL, 2010. 

Selective Input Adaptation in Parametric Optimal Control Problems with Path Constraints

S. Deshpande; D. Bonvin; B. Chachuat 

2010. NOLCOS, Bologna, September 2010. p. 1320 – 1325.

Framework for explicit drift correction in multivariate calibration models

P. Gujral; M. Amrhein; B. M. Wise; D. Bonvin 

Journal of Chemometrics. 2010. Vol. 24, num. 7-8, p. 534 – 543. DOI : 10.1002/cem.1291.

Predictive power dispatch through negotiated locational pricing

J. Warrington; S. Mariethoz; C. Jones; M. Morari 

2010. IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), Gothenberg, 11-13 October 2010. p. 1 – 8. DOI : 10.1109/ISGTEUROPE.2010.5638858.

Minimal state representation of homogeneous reaction systems

N. Bhatt; M. Amrhein; D. Bonvin 

2010. ESCAPE-20: European Symposium on Computer Aided Process Engineering, Ischia, Naples, Italy, 6-9 June 2010.

The 3A Interaction Model and Relation-Based Recommender System : Adopting Social Media Paradigms in Designing Personal Learning Environments

S. El Helou / D. Gillet (Dir.)  

Lausanne, EPFL, 2010. 

Fixed-Order H-infinity Controller Design via Convex Optimization Using an Alternative to Youla Prameterization

H. Khatibi; A. Karimi 

IEEE Transactions on Automatic Control. 2010. Vol. 55, num. 9, p. 2119 – 2123. DOI : 10.1109/TAC.2010.2050709.

A musculoskeletal shoulder model based on pseudo-inverse and null-space optimization

A. Terrier; M. Aeberhard; Y. Michellod; P. Müllhaupt; D. Gillet et al. 

Medical Engineering and Physics. 2010. Vol. 32, num. 9, p. 1050 – 1056. DOI : 10.1016/j.medengphy.2010.07.006.

Multicore thermal management using approximate explicit model predictive control

F. Zanini; C. Jones; D. Atienza Alonso; G. De Micheli 

2010. IEEE International Symposium on Circuits and Systems – ISCAS 2010, Paris, France, 30 05 – 2 06 2010. p. 3321 – 3324. DOI : 10.1109/ISCAS.2010.5537891.

Least-restrictive robust MPC of periodic affine systems with application to building climate control

R. Gondhalekar; F. Oldewurtel; C. Jones 

2010. 49th IEEE Conference on Decision and Control (CDC), Atlanta, GA, USA, 15-17 December 2010. p. 5257 – 5263. DOI : 10.1109/CDC.2010.5717371.

2009

Modifier-Adaptation Methodology for Real-Time Optimization

A. Marchetti; B. Chachaut; D. Bonvin 

Industrial & Engineering Chemistry Research. 2009. Vol. 48, num. 13, p. 6022 – 6033. DOI : 10.1021/ie801352x.

Strategies de controle pour la gestion energetique d’un batiment

J. Eynard; B. Paris; S. Grieu; G. François 

2009. 3eme Journees Doctorales, Journees Nationales MACS, Angers, France, March, 17-18, 2009.

Partial least-squares regression with unlabeled data

P. Gujral; B. Wise; M. Amrhein; D. Bonvin 

2009. 6th Int. Conf. on Partial Least Squares and Related Methods, Beijing, September 2009. p. 102 – 105.

An Alternative to the Youla Parameterization for H infinity Controller Design

H. Khatibi; A. Karimi 

2009. European Control Conference, Budapest, August 23-26, 2009.

Event-based model predictive control for networked control systems

P. Varutti; B. Kern; T. Faulwasser; R. Findeisen 

2009. Joint 48th IEEE Conference on Decision and Control (CDC) and 28th Chinese Control Conference (CCC), Shanghai, China, December 15-18, 2009. p. 567 – . DOI : 10.1109/CDC.2009.5400921.

An output-sensitive algorithm for multi-parametric LCPs with sufficient matrices

S. Columbano; K. Fukuda; C. Jones 

Polyhedral Computation; 2009. p. 73 – 102.

Quality of Experience for Adaptation in Augmented Reality

D. Perritaz; C. Salzmann; D. Gillet 

2009. IEEE International Conference on Systems, Man and Cybernetics, San Antonio, U.S.A., October 11-14, 2009. p. 888 – 893. DOI : 10.1109/ICSMC.2009.5346772.

Data-driven controller validation

K. van Heusden; A. Karimi; D. Bonvin 

2009. 15th IFAC Symposium on System Identification, St. Malo, France, July 6-8 2009. DOI : 10.3182/20090706-3-FR-2004.00174.

Review of “On the number of generators of the module of derivations and multiplicity of certain rings”, Gurjar, R.V. and Vagh, V., J. Algebra 319 (2008), no. 5, 2030-2049

P. Müllhaupt 

Mathematical reviews + database fee. 2009. 

Model predictive path-following for constrained nonlinear systems

T. Faulwasser; B. Kern; R. Findeisen 

2009. Joint 48th IEEE Conference on Decision and Control (CDC) and 28th Chinese Control Conference (CCC), Shanghai, China, 15-18 December 2009. p. 8642 – 8647. DOI : 10.1109/CDC.2009.5399744.