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height 2pt depth -1.6pt width 23pt, Comparison of
Model-Based and Model-Free Methods for Implicit Real-Time
Optimization, Journal Europeen des Systemes Automatises, (2012).
[ Details |
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G. Bunin, F. Fraire Tirado, G. François, and D. Bonvin,
Run-to-Run MPC Tuning via Gradient Descent, in 22nd European
Symposium on Computer Aided Process Engineering (ESCAPE), 2012.
[ Details |
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S. Srinivasan, N. P. Bhatt, and D. Bonvin, Incremental Model
Identification for Reaction Systems using Concentration and
Calorimetric Measurements, in International Symposium on Chemical
Reaction Engineering, 2012.
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N. P. Bhatt, M. Amrhein, B. Srinivasan, P. Müllhaupt, and D. Bonvin,
Minimal State Representation for Fluid-Fluid Reaction
Systems, in 2012 American Control Conference (ACC), 2012.
[ Details |
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G. Bunin, G. François, and D. Bonvin, Exploiting Local
Convexity for Gradient Estimation in Modifier-Adaptation
Schemes, in The 2012 American Control Conference, 2012.
[ Details |
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height 2pt depth -1.6pt width 23pt, On the Role of
Constraints in Optimization under Uncertainty, PhD thesis, Lausanne,
2011.
[ DOI |
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G. François, G. Bunin, and D. Bonvin, Optimisation temps reel en
présence d'incertitude et de contraintes.
Seminaries of the Laboratory of Automatic Control and Chemical
Engineering, LAGEP, CPE Lyon, France, January 20, 2011, 2011.
[ Details ]
N. Bhatt, N. Karimoglu, M. Amrhein, W. Marquardt, and D. Bonvin,
Incremental Model Identification for Reaction Systems - A
Comparison of Rate-based and Extent-based Approaches, Chemical
Engineering Science, (2011).
[ Details |
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N. Bhatt, C. Georgakis, and D. Bonvin, Incremental Identification
of Reaction and Mass-Transfer Rates In Gas-Liquid Reaction
Systems Using Tendency Modeling.
2011 AIChE Annual Meeting, Minneapolis, MN, USA, October 16-21, 2011,
2011.
[ Details ]
height 2pt depth -1.6pt width 23pt, Incremental
Identification of Reaction and Mass-Transfer Kinetics Using the
Concept of Extents, Industrial & Engineering Chemistry Research,
(2011).
[ DOI |
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N. P. Bhatt, D. Bonvin, and M. Amrhein, Extents of Reaction and
Mass Transfer in the Analysis of Chemical Reaction Systems, PhD
thesis, Lausanne, 2011.
[ DOI |
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Link ]
N. Bhatt, N. Kerimoglu, M. Amrhein, W. Marquardt, and D. Bonvin,
Incremental identification approaches for homogeneous reaction kinetics –
A comparison.
7th International Workshop on Mathematics in Chemical Kinetics and
Engineering 2011, University of Heidelberg , Wednesday May 18th - Friday May
20th 2011, 2011.
[ Details |
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S. A. Deshpande, D. Bonvin, and B. Chachuat, Directional Input
Adaptation in Parametric Optimal Control Problems, Siam Journal
on Control and Optimization, (2011).
[ DOI |
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W. Sudarsandhari Shibani, P. Müllhaupt, and D. Bonvin, A Quotient
Method for Designing Nonlinear Controllers, International Journal
of Robust and Nonlinear Control, (2011).
[ DOI |
Details ]
P. Gujral, M. Amrhein, R. Ergon, B. Wise, and D. Bonvin, On
multivariate calibration with unlabeled data, Journal of Chemometrics,
(2011).
[ DOI |
Details ]
S. Valentinotti, B. Srinivasan, P. Müllhaupt, and D. Bonvin,
Asymptotic Rejection of Non-Vanishing Disturbances Despite
Plant-Model Mismatch, Int. Journal of Adaptive Control and
Signal Processing, (2011).
[ DOI |
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L. Bodizs, B. Srinivasan, and D. Bonvin, On the Design of
Integral Observers for Unbiased Output Estimation in the Presence
of Uncertainty, Journal of Process Control, (2011).
[ DOI |
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E. N. Pistikopoulos, M. C. Georgiadis, A. C. Kokossis, B. Srinivasan,
G. François, and D. Bonvin, Comparison of Gradient Estimation
Methods for Real-time Optimization, in 21st European Symposium
on Computer Aided Process Engineering - ESCAPE 21, vol. A of
Computer-Aided Chemical Engineering, 29, Oxford, U.K., 2011, Elsevier,
pp. 607-611.
[ Details |
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P. S. Gujral, D. Bonvin, and M. Amrhein, Subspace Correction
Methods in Multivariate Calibration, PhD thesis, Lausanne, 2011.
[ DOI |
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Link ]
S. A. Deshpande, B. Srinivasan, and D. Bonvin, How Important is
the Detection of Changes in Active Constraints in Real-Time
Optimization?, in 18th IFAC World Congress, 2011.
[ Details |
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S. Costello, G. François, B. Srinivasan, and D. Bonvin, Modifier
Adaptation for Run-to-Run Optimization of Dynamic Processes, in
Proceedings of the 18th IFAC World Congress Milano (Italy) August
28 - September 2, 2011, 2011, pp. 11471-11476.
[ Details |
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G. Bunin, G. François, B. Srinivasan, and D. Bonvin, Input Filter
Design for Feasibility in Constraint-Adaptation Schemes, in
Proceedings of the 18th IFAC World Congress Milano (Italy) August
28 - September 2, 2011, 2011, pp. 5585-5590.
[ Details |
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D. Ingram, S. S. Willson, P. Müllhaupt, and D. Bonvin,
Stabilization of the cart-pendulum system through approximate manifold
decomposition, in IFAC, 2011.
[ Details |
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N. Bhatt, M. Amrhein, P. Müllhaupt, and D. Bonvin, Minimal State
Representations for Homogeneous Reaction Systems, Computers and
Chemical Engineering, (2011).
[ DOI |
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G. Bunin, Z. Wuillemin, G. François, A. Nakajo, L. Tsikonis, and
D. Bonvin, Experimental Real-Time Optimization of a Solid
Oxide Fuel Cell Stack via Constraint Adaptation, Energy,
(2011).
[ DOI |
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A. Marchetti, A. Gopalakrishnan, B. Chachuat, D. Bonvin, L. Tsikonis,
A. Nakajo, Z. Wuillemin, and J. Van herle, Robust Real-Time
Optimization of a Solid Oxide Fuel Cell Stack, Journal of Fuel
Cell Sci. Technol., (2011).
[ DOI |
Details ]
G. François, B. Srinivasan, and D. Bonvin, A Globally
Convergent Algorithm for the Run-to-Run Control of Systems with
Sector Nonlinearities, Industrial and Engineering Chemistry
Research, 50 (2011), pp. 1410-1418.
[ DOI |
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height 2pt depth -1.6pt width 23pt, Data-driven model
reference control with asymptotically guaranteed stability, International
Journal of Adaptive Control and Signal Processing, 25 (2011),
pp. 331-351.
[ DOI |
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Link ]
A. Radivojevic, B. Chachuat, D. Bonvin, and V. Hatzimanikatis,
Exploration of Signaling Cycles using Dynamic Optimization.
AIChE Annual Meeting, Salt Lake City, UT, USA, November 7-12, 2010,
2010.
[ Details ]
height 2pt depth -1.6pt width 23pt, Exploration of
signaling cycles using dynamic optimization.
2010.
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W. S. Levine, B. Ogunnaike, G. François, M. Soroush, and D. Bonvin,
Control of Polymerization Processes, in The Control Handbook, 2nd
Edition: Control System Applications, SECTION III Industrial,
CRC Press, 2010.
[ Details |
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height 2pt depth -1.6pt width 23pt, Identification of
reaction and mass-transfer rates in gas-liquid reaction systems, in REACH
2010 proceedings, Chennai, 2010, IIT-Madras, pp. 70-75.
Invited paper.
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K. van Heusden, A. Karimi, D. Bonvin, A. den Hamer, and M. Steinbuch,
Non-iterative data-driven controller tuning with guaranteed stability:
Application to direct-drive pick-and-place robot, in Proceedings of 2010
IEEE Conference on Control Applications, Yokohama (CCA), 2010.
[ Details |
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G. Bunin, Z. Wuillemin, G. François, S. Diethelm, A. Nakajo, and
D. Bonvin, Model-Predictive Control of an Experimental Solid
Oxide Fuel Cell Stack.
7th Symposium on Fuel Cell Modeling and Experimental Validation,
Morges, CH, March 23-24, 2010.
[ Details |
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Link ]
D. Favrat, F. Maréchal, G. Bunin, Z. Wuillemin, G. François, A. Nakajo,
L. Tsikonis, and D. Bonvin, Experimental Real-Time Optimization
of a Solid Oxide Fuel Cell Stack via Constraint Adaptation, in
Proceedings of 23rd International Conference on Efficiency, Cost,
Optimization, Simulation and Environmental Impact of Energy
Systems, Lausanne, vol. V - Fuel Cell and International Combustion
Engines, 2010, pp. 141-148.
[ DOI |
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K. v. Heusden, D. Bonvin, and A. Karimi, Non-Iterative
Data-Driven Model Reference Control, PhD thesis, Lausanne, 2010.
[ DOI |
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height 2pt depth -1.6pt width 23pt, A Dual
Modifier-Adaptation Approach for Real-Time Optimization, Journal
of Process Control, 20 (2010), pp. 1027-1037.
[ DOI |
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S. Deshpande, D. Bonvin, and B. Chachuat, Selective Input
Adaptation in Parametric Optimal Control Problems with Path
Constraints, in Proceedings of NOLCOS10, Bologna, 2010,
pp. 1320-1325.
[ Details |
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height 2pt depth -1.6pt width 23pt, Extents of
Reaction, Mass Transfer and Flow for Gas-Liquid Reaction
Systems, Industrial Engineering & Chemistry Research, 49 (2010),
pp. 7704-7717.
PCG-ReactionModeling.
[ DOI |
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M. Kothare, M. Tade, A. Van de Wouwer, I. Smets, G. Bunin, G. François,
and D. Bonvin, Two-Layered Real-Time Optimization of a Solid
Oxide Fuel Cell Stack, in Proceedings of the 9th International
Symposium on Dynamics and Control of Process Systems, 2010,
pp. 839-844.
[ DOI |
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Link ]
S. Deshpande, D. Bonvin, and B. Chachuat, Selective Input
Adaptation in Parametric Optimal Control Problems involving
Terminal Constraints, in Proceedings of the American Control
Conference 2010, 2010, pp. 4782-4787.
[ Details |
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Link ]
P. Gujral, M. Amrhein, B. M. Wise, and D. Bonvin, Framework for
explicit drift correction in multivariate calibration models, Journal of
Chemometrics, 24 (2010), pp. 534-543.
PCG-BiasCorrection.
[ DOI |
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height 2pt depth -1.6pt width 23pt, Minimal state
representation of homogeneous reaction systems, in 20th European
Symposium on Computer Aided Process Engineering, 2010.
Prj_ReactionModeling.
[ Details |
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M. Amrhein, N. Bhatt, B. Srinivasan, and D. Bonvin, Extents of
reaction and flow for homogeneous reaction systems with inlet and outlet
streams, AIChE Journal, 56 (2010), pp. 2873-2886.
PCG-ReactionModeling.
[ DOI |
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Link ]
M. Brendel, D. Bonvin, and W. Marquardt, Incremental identification
of kinetic models for homogeneous reaction systems (vol 61, pg 5404, 2006),
Chemical Engineering Science, 64 (2009), pp. 185-185.
[ DOI |
Details ]
S. Willson, P. Mullhaupt, and D. Bonvin, Quotient method for
controlling the acrobot, in 48th IEEE Conference on Decision and
Control, 2009.
[ Details |
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Link ]
height 2pt depth -1.6pt width 23pt, Partial
least-squares regression with unlabeled data, in 6th Int. Conf. on
Partial Least Squares and Related Methods, 2009.
[ Details |
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P. Gujral, M. Amrhein, D. Bonvin, J.-P. Vallée, X. Montet, and
N. Michoux, Classification of magnetic resonance images from rabbit
renal perfusion, Chemometrics and Intelligent Laboratory, 98 (2009),
pp. 173-181.
PCG-RabbitMIA.
[ DOI |
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Link ]
A. G. Marchetti, D. Bonvin, and B. Chachuat, Modifier-adaptation
methodology for real-time optimization, PhD thesis, Lausanne, 2009.
[ DOI |
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Link ]
P. Gujral, B. Wise, M. Amrhein, and D. Bonvin, On the bias-variance
trade-off in principal component regression with unlabeled data.
PCG-VarianceReduction, PCG-BiasCorrection, 2009.
[ Details |
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P. Gujral, M. Amrhein, B. Wise, E. Guzman, D. Chivala, and D. Bonvin,
Correction of systematic disturbances in latent-variable calibration
models.
11th Scandinavian Symposium on Chemometrics, Loen, Norway, June 8-11
2009, 2009.
[ Details |
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height 2pt depth -1.6pt width 23pt, Real-time
Optimization with Estimation of Experimental Gradient, in IFAC
Symposium ADCHEM 2009, 2009.
[ Details |
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F. Kazi, R. Banavar, P. Mullhaupt, and D. Bonvin, Dynamics and
Control of 2D SpiderCrane: A Lie-Bäcklund Approach, in
European Control Conference, 2009.
[ Details |
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height 2pt depth -1.6pt width 23pt, Adaptation
Strategies for Real-time Optimization, Comput. Chem. Engng., 33
(2009), pp. 1557-1567.
[ DOI |
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Link ]
height 2pt depth -1.6pt width 23pt, Data-driven
controller validation, in 15th IFAC Symposium on System
Identification, 2009.
[ Details |
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M. Dabros, M. Amrhein, D. Bonvin, I. W. Marison, and U. von Stockar,
Data reconciliation of concentration estimates from mid-infrared and
dielectric spectral measurements for improved on-line monitoring of
bioprocesses, Biotechnology Progress, 25 (2009), pp. 578-588.
PCG-VarianceReduction.
[ DOI |
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S. Deshpande, B. Chachuat, and D. Bonvin, Parametric Sensitivity
of Path-Constrained Optimal Control: Towards Selective Input
Adaptation, in Proceedings of the American Control Conference 2009,
2009, pp. 349-354.
[ Details |
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Link ]
A. Marchetti, B. Chachaut, and D. Bonvin, Modifier-Adaptation
Methodology for Real-Time Optimization, Industrial & Engineering
Chemistry Research, 48 (2009), pp. 6022-6033.
[ DOI |
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Link ]
height 2pt depth -1.6pt width 23pt, Drift Correction
in Multivariate Calibration Models Using On-line Reference
Measurements, Analytica Chimica Acta, 642 (2009), pp. 27-36.
PCG-BiasCorrection.
[ DOI |
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Link ]
B. Srinivasan, P. Huguenin, and D. Bonvin, Global Stabilization of
an Inverted Pendulum – Control Strategy and Experimental
Verification, Automatica, 45 (2009), pp. 265-269.
[ DOI |
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height 2pt depth -1.6pt width 23pt,
Neighboring-Extremal Control for Singular Dynamic Optimization
Problems. II- Multiple-Input Systems, International Journal of
Control, 82 (2009), pp. 1193-1211.
[ DOI |
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Link ]
S. Gros, B. Srinivasan, B. Chachuat, and D. Bonvin,
Neighboring-Extremal Control for Singular Dynamic Optimization
Problems. i-Single-Input Systems, International Journal of
Control, 82 (2009), pp. 1099-1112.
[ DOI |
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S. Gros, B. Srinivasan, and D. Bonvin, Optimizing Control Based
on Output Feedback, Comput. Chem. Engng., 33 (2009), pp. 191-198.
[ DOI |
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Link ]
D. Buccieri, D. Perritaz, P. Mullhaupt, Z. P. Jiang, and D. Bonvin,
Velocity-Scheduling Control for a Unicycle Mobile Robot: Theory
and Experiments, IEEE Transactions on Robotics and Automation, 25
(2009), pp. 451-458.
[ DOI |
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height 2pt depth -1.6pt width 23pt, Study of Tricyclic
Cascade Networks using Dynamic Optimization.
AIChE Annual Meeting, Philadelphia, PA, November 16-21 2008, 2008.
[ Details |
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Link ]
A. Radivojevic, B. Chachuat, D. Bonvin, and V. Hatzimanikatis,
Identification of the Design Principles of Signaling Pathways for
Metabolic Engineering.
2008.
[ Details |
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height 2pt depth -1.6pt width 23pt, Modifier
Adaptation for RTO: Estimation of Experimental Gradients.
AIChE Annual Meeting, Philadelphia, PA,, 2008.
[ Details |
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S. Gros, B. Chachuat, and D. Bonvin, NCO Tracking for Singular
Control Problems Using Neighboring Extremals, in 17th IFAC
World Congress (IFAC'08), 2008.
[ Details |
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Link ]
B. Chachuat, B. Srinivasan, and D. Bonvin, Model Parameterization
Tailored to Real-Time Optimization, in 18th European Symposium
on Computer Aided Process Engineering, vol. Plenary lecture, 2008.
Plenary lecture.
[ Details |
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Link ]
P. Gujral, M. Amrhein, and D. Bonvin, Measurement-Based Drift
Correction in Spectroscopic Calibration Models, in 11th
Conference on Chemometrics in Analytical Chemistry, vol. 1,
Montpellier, France, 2008, cemagref Languedoc Roussillon, pp. 117-121.
[ Details |
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Link ]
K. van Heusden, A. Karimi, and D. Bonvin, Data-driven controller
tuning with integrated stability constraint, in 47th IEEE Conference
on Decision and Control, IEEE, 2008, pp. 2612-2617.
[ Details |
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Link ]
N. Bhatt, M. Amrhein, and D. Bonvin, Rank augmentation of spectral
reaction data using calorimetric and gas consumption data, in 11th
Conference on Chemometrics in Analytical Chemistry, vol. 2,
Montpellier, France, 2008, Cemagref Languedoc Roussillon, pp. 87-92.
Prj_ReactionModeling.
[ Details |
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Link ]
M. Amrhein, N. Bhatt, and D. Bonvin, Rank analysis of spectral
reaction data for factor-analytical methods, in 11th Conference on
Chemometrics in Analytical Chemistry, vol. 2, Montpellier, France,
2008, Cemagref Languedoc Roussillon, pp. 123-128.
Prj_ReactionModeling.
[ Details |
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Link ]
L. C. Bódizs and D. Bonvin, Preferential estimation, PhD thesis,
Lausanne, 2008.
[ DOI |
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Link ]
D. Buccieri, D. Bonvin, and P. Müllhaupt, Jet-scheduling control
for flat systems, PhD thesis, Lausanne, 2008.
[ DOI |
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Link ]
A. Marchetti, B. Chachuat, and D. Bonvin, Real-Time Optimization
via Adaptation and Control of the Constraints, in 18th European
Symposium on Computer Aided Process Engineering, 2008,
pp. 393-398.
[ Details |
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Link ]
F. Kazi, R. N. Banavar, P. Mullhaupt, and D. Bonvin, Stabilization
of a 2D-SpiderCrane Mechanism Using Damping Assignment
Passivity-based Control, in 17th IFAC World Congress
(IFAC'08), 2008.
[ Details |
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Link ]
B. Chachuat, A. Marchetti, and D. Bonvin, Process Optimization via
Constraints Adaptation, Journal of Process Control, 18 (2008),
pp. 244-257.
[ DOI |
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Link ]
D. Buccieri, C. Salzmann, P. Mullhaupt, and D. Bonvin,
Jet-Scheduling Control for SpiderCrane: Experimental Results, in
17th IFAC World Congress (IFAC'08), 2008.
Prj_spidercrane.
[ Details |
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height 2pt depth -1.6pt width 23pt, Closed-loop
Identification of Multivariable Systems: With or Without
Excitation of All References?, Automatica, 44 (2008), pp. 2048-2056.
[ DOI |
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Link ]
P. Mullhaupt, B. Srinivasan, J. Lévine, and D. Bonvin, Control of
the Toycopter using a Flat Approximation, IEEE Transactions on
Control Systems Technology, 16 (2008), pp. 882-896.
[ DOI |
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Link ]
C. Welz, B. Srinivasan, and D. Bonvin, Measurement-based
Optimization of Batch Processes: Meeting Terminal Constraints
On-line via Trajectory Following, Journal of Process Control, 18
(2008), pp. 375-382.
[ DOI |
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Link ]
B. Srinivasan, L. T. Biegler, and D. Bonvin, Tracking the
Necessary Conditions of Optimality with Changing Set of Active
Constraints using a Barrier-Penalty Function, Comput. Chem. Engng,
32 (2008), pp. 572-579.
[ DOI |
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Link ]
G. Goffaux, L. Bodizs, A. Vande Wouwer, P. Bogaerts, and D. Bonvin,
Parameter Identification to Enforce Practical Observability –
Application to (Fed-)batch Bioprocesses, in 26th Benelux Meeting
on Systems and Control, 2007.
[ Details |
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Link ]
B. Srinivasan and D. Bonvin, Controllability and Stability of
Repetitive Batch Processes, Journal of Process Control, 17 (2007),
pp. 285-295.
[ DOI |
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Full Text ]
B. Chachuat and D. Bonvin, Adjoint Sensitivity Analysis of
Index-One Multistage Differential Equations.
AIChE Annual Meeting, Salt Lake City, UT, November 4-9, 2007, 2007.
[ Details ]
B. Chachuat, D. Bonvin, and V. Hatzimanikatis, Understanding the
Optimal Response Properties of Tricyclic Cascade Networks through
Dynamic Optimization.
AIChE Annual Meeting, Salt Lake City, UT, November 4-9, 2007, 2007.
[ Details |
Link ]
P. Gujral, M. Amrhein, D. Bonvin, X. Montet, J.-P. Vallée, and
N. Michoux, Classification of magnetic resonance images from renal
perfusion studies of rabbits.
PCG-RabbitMIA, Poster, 2007.
[ Details |
Full Text |
Link ]
K. Van Heusden, A. Karimi, and D. Bonvin, Data-Driven Estimation
of the Infinity Norm of a Dynamical System, in 46th IEEE
Conference on Decision and Control, 2007.
[ Details |
Full Text |
Link ]
A. Marchetti, B. Chachuat, and D. Bonvin, Batch process optimization
via run-to-run constraints adaptation, in European Control Conference
2007, 2007.
[ Details |
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Link ]
height 2pt depth -1.6pt width 23pt, Real-time
optimization of continuous processes via constraints adaptation, in 8th
International IFAC Symposium on Dynamics and Control of Process
Systems, vol. 1, Cancún, Mexico, 2007, pp. 45-50.
[ Details |
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S. Gros and D. Bonvin, Neighboring extremals in optimization and
control, PhD thesis, Lausanne, 2007.
[ DOI |
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Full Text |
Link ]
G. Goffaux, L. Bodizs, A. Vande Wouwer, P. Bogaerts, and D. Bonvin,
Parameter Identification to Enforce Practical Observability of
Nonlinear Systems, in 10th Computer Applications in
Biotechnology, 2007.
[ Details |
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Link ]
C. Welz and D. Bonvin, Measurement-based optimization of batch
processes with terminal constraint, PhD thesis, Lausanne, 2007.
[ DOI |
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Full Text |
Link ]
A. Karimi, K. van Heusden, and D. Bonvin, Noniterative Data-driven
Controller Tuning Using the Correlation Approach, in European
Control Conference 2007, 2007.
[ Details |
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Link ]
S. Gros, D. Buccieri, P. Mullhaupt, and D. Bonvin, A
Two-Time-Scale Control Scheme for Fast Systems, Springer
Lecture Notes in Control and Information Sciences Series
(LNCIS), 358 (2007), pp. 551-563.
[ DOI |
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height 2pt depth -1.6pt width 23pt, Real-Time
Optimization of Batch Processes by Tracking the Necessary
Conditions of Optimality, Industrial & Engineering Chemistry
Research, 46 (2007), pp. 492-504.
[ DOI |
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J. Kadam, M. Schlegel, B. Srinivasan, D. Bonvin, and W. Marquardt,
Dynamic Optimization in the Presence of Uncertainty: From
Off-Line Nominal Solution to Measurement-Based Implementation,
J. of Process Control, 17 (2007), pp. 389-398.
[ DOI |
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Full Text ]
L. Bodizs, M. Titica, N. Faria, B. Srinivasan, D. Dochain, and D. Bonvin,
Oxygen Control for an Industrial Pilot-Scale Fed-Batch
Filamentous Fungal Fermentation, Journal of Process Control, 17
(2007), pp. 595-606.
Prj_DissolvedOxy.
[ DOI |
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Link ]
L. Miskovic, A. Karimi, D. Bonvin, and M. Gevers,
Correlation-Based Tuning of Decoupling Multivariable Controllers,
Automatica, 43 (2007), pp. 1481-1494.
[ DOI |
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Link ]
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