Solvability of QSSA in chemical kinetics.
Submitted for publication in J. Chem. Phys., May 2008.
Unreachable setpoints in model predictive control.
Accepted for publication in IEEE TAC, April 2008.
Implications of decoupling the intracellular and extracellular levels in multi-level models of virus growth.
Accepted for publication in Biotechnology and Bioengineering, 2008.
Estimation of the disturbance structure from data using semidefinite programming and optimal weighting.
Accepted for publication in Automatica, January, 2008.
Image-guided modeling of virus growth and spread, 2008.
Accepted for publication in Bulletin of Mathematical Biology.
Application of a new data-based covariance estimation technique to a nonlinear industrial blending drum.
Submitted for publication in IEEE Transactions on Control Systems Technology, September, 2007.
Achieving state estimation equivalence for misassigned disturbances in offset-free model predictive control.
Submitted for publication in AIChE Journal, August, 2007.
High-resolution imaging-based PSD measurement for industrial crystallization.
Submitted for publication in AIChE J., June 2007.
Assessing the reliability of particle size distribution measurements obtained by image analysis.
Submitted to Particle and Particle Systems Characterization, June 2007.
Two classes of quasi-steady-state model reductions for stochastic kinetics.
J. Chem. Phys., 127(9):094106, September 2007.
Distributed model predictive control of large-scale systems.
In Assessment and Future Directions of Nonlinear Model Predictive Control, pages 591-605. Springer, 2007.
Maximum likelihood estimation of particle size distribution for high-aspect-ratio particles using in situ video imaging.
Submitted for publication in Technometrics, April 2007.
Model predictive control of Si-Ge thin film chemical vapor deposition.
IEEE Trans. Semicond. Manuf., 20(2):114-125, May 2007.
Fast, large-scale model predictive control by partial enumeration.
Automatica, 43:852-860, 2007.
Distributed MPC strategies with application to power system automatic generation control.
Accepted for publication in IEEE Transactions on Control Systems Technology, August 2007.
Stability and optimality of distributed, linear model predictive control. part 2: output feedback.
Submitted to Automatica, October 2006.
Stability and optimality of distributed, linear model predictive control. part 1: state feedback.
Submitted to Automatica, October 2006.
Model-based object recognition to measure crystal size and shape distributions from in situ video images.
Chem. Eng. Sci., 62:1430-1441, 2007.
Coordinating multiple optimization-based controllers: new opportunities and challenges.
In DYCOPS, Cancun, Mexico, June 2007.
Application of autocovariance least-squares method for model predictive control of hybrid ventilation in livestock stable.
In Proceedings of the American Control Conference, New York, USA, July 11-13 2007.
Improved state estimation using a combination of moving horizon estimator and particle filters.
In Proceedings of the American Control Conference, New York, USA, July 11-13 2007.
Model predictive control of thermal comfort and indoor air quality in livestock stable.
In Proceedings of the European Control Conference, Kos, Greece, 2-5 July 2007.
An iterative, direct closed-loop identification method for model refinement: Application to interaction estimation.
In DYCOPS, Cancun, Mexico, June 2007.
Stochastic simulation of catalytic surface reactions in the fast diffusion limit.
J. Chem. Phys., 125(19):194715, November 2006.
State estimation approach for determining composition and growth rate of Si
Ge
chemical vapor deposition
utilizing real-time ellipsometric
measurements.
Applied Opt., 45:7043-7055, 2006.
Identification for Decentralized Model Predictive Control.
AIChE J., 52(6):2198-2210, 2006.
Implementable distributed model predictive control with guaranteed performance properties.
In Proceedings of the American Control Conference, Minneapolis, Minnesota, June 14-16 2006.
Particle filtering and moving horizon estimation.
Comput. Chem. Eng., 30:1529-1541, 2006.
An algorithm for analyzing noisy, in situ images of high-aspect-aspect ratio crystals to monitor particle size distribution.
Chem. Eng. Sci., 61(16):5236-5248, 2006.
Industrial crystallization process control.
IEEE Ctl. Sys. Mag., 26(4):70-80, August 2006.
The autocovariance least-squares methods for estimating covariances: Application to model-based control of chemical reactors.
IEEE Ctl. Sys. Tech., 14(3):532-541, May 2006.
Distributed MPC strategies for Automatic Generation Control.
In Proceedings of the IFAC Symposium on Power Plants and Power Systems Control, Kananaskis, Canada, June 25-28 2006.
Distributed output feedback MPC for power system control.
In Proceedings of the 45th IEEE Conference on Decision and Control, San Diego, California, December 13-15 2006.
Equivalence of MPC disturbance models identified from data.
In Proceedings of Chemical Process Control 7, Lake Louise, Alberta, Canada, January 2006.
A partial enumeration strategy for fast large-scale linear model predictive control.
In Proceedings of Chemical Process Control 7, Lake Louise, Alberta, Canada, January 2006.
A new autocovariance least-squares method for estimating noise covariances.
Automatica, 42(2):303-308, February 2006.
On the origins of approximations for stochastic chemical kinetics.
J. Chem. Phys., 123(16):Art. No. 164115, October 2005.
Dynamics of viral infections: Incorporating both the intracellular and extracellular levels.
Comput. Chem. Eng., 29:675-686, 2005.
Preface to W. Harmon Ray festschrift.
Ind. Eng. Chem. Res., 44(8):2349-2350, April 2005.
Critical evaluation of extended Kalman filtering and moving horizon estimation.
Ind. Eng. Chem. Res., 44(8):2451-2460, April 2005.
Stability and optimality of distributed model predictive control.
CDC-ECC Joint Conference, Seville, Spain, 2005.
Model-based control methodologies for catalytic surface reactions.
In Proceedings of the American Control Conference, Portland, Oregon, June 2005.
On the stochastic simulation of particulate systems.
Chem. Eng. Sci., 60(10):2627-2641, 2005.
A candidate to replace PID control: SISO constrained LQ control.
AIChE J., 51(4):1171-1189, April 2005.
Closed-loop behavior of nonlinear model predictive control.
AIChE J., 50(9):2142-2154, September 2004.
Optimal operation of a seeded pharmaceutical crystallization with growth-dependent dispersion.
Org. Process Res. Dev., 8(4):609-615, 2004.
Nonlinear model predictive control via feasibility-perturbed sequential quadratic programming.
Comp. Optim. Appl., 28(1):87-121, April 2004.
A new robust model predictive control method. I: Theory and computation.
J. Proc. Cont., 14:231-247, 2004.
A new robust model predictive control method. II: Examples.
J. Proc. Cont., 14:249-262, 2004.
Numerical methods for large-scale moving horizon estimation and control.
In DYCOPS, Boston, MA, July 2004.
Plant-wide optimal control with decentralized MPC.
In DYCOPS, Boston, MA, July 2004.
A fast, easily tuned, SISO, model predictive controller.
In DYCOPS, Boston, MA, July 2004.
Identification for decentralized MPC.
In DYCOPS, Boston, MA, July 2004.
Target linearization and model predictive control of polymerization processes.
AIChE J., 49(11):2885-2899, November 2003.
Parameter estimation for industrial polymerization processes.
AIChE J., 49(8):2071-2078, August 2003.
Existence and computation of infinite horizon model predictive control with active steady-state input constraints.
IEEE Trans. Auto. Cont., 48(6):1002-1006, June 2003.
Online monitoring of MPC disturbance models from closed-loop data.
In Proceedings of the American Control Conference, pages 2714-2719, Denver, Colorado, June 2003.
Constrained state estimation for nonlinear discrete-time systems: Stability and moving horizon approximations.
IEEE Trans. Auto. Cont., 48(2):246-258, February 2003.
Disturbance models for offset-free model predictive control.
AIChE J., 49(2):426-437, February 2003.
Ten years of Octave -- recent developments and plans for the future.
In Kurt Hornik and Fritz Leisch, editors, Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Vienna, Austria, March 2003.
Approximate simulation of coupled fast and slow reactions for stochastic chemical kinetics.
J. Chem. Phys., 117(15):6959-6969, October 2002.
Efficient moving horizon estimation and nonlinear model predictive control.
In Proceedings of the American Control Conference, pages 4475-4480, Anchorage, Alaska, May 2002.
Constrained process monitoring: A moving horizon approach.
AIChE J., 48(1):97-109, January 2002.
Crystallization of para-xylene in scraped-surface crystallizers.
AIChE J., 47(11):2441-2451, November 2001.
Particle-shape monitoring and control in crystallization processes.
AIChE J., 47(9):2125-2130, September 2001.
Constrained linear state estimation - a moving horizon approach.
Automatica, 37(10):1619-1628, 2001.
Correction to `Constrained model predictive control: stability and optimality'.
Automatica, 37(3):483, 2001.
Feasible real-time nonlinear model predictive control.
In James B. Rawlings, Babatunde A. Ogunnaike, and John W. Eaton, editors, Chemical Process Control-VI: Sixth International Conference on Chemical Process Control, pages 433-437, Tucson, Arizona, January 2001. AIChE Symposium Series, Volume 98, Number 326.
Tutorial overview of model predictive control.
IEEE Ctl. Sys. Mag., 20(3):38-52, June 2000.
Constrained model predictive control: Stability and optimality.
Automatica, 36(6):789-814, 2000.
Linear programming and model predictive control.
J. Proc. Cont., 10:283-289, 2000.
Nonlinear moving horizon estimation.
In Frank Allgöwer and Alex Zheng, editors, Nonlinear Model Predictive Control, volume 26 of Progress in Systems and Control Theory, pages 45-69, Basel, 2000. Birkhäuser.
Authors' reply to letter to the editor.
AIChE J., 45(8):1842-1843, August 1999.
Feasibility issues in linear model predictive control.
AIChE J., 45(8):1649-1659, August 1999.
Steady states and constraints in model predictive control.
AIChE J., 45(6):1266-1279, June 1999.
Suboptimal model predictive control (feasibility implies stability).
IEEE Trans. Auto. Cont., 44(3):648-654, March 1999.
Nonlinear predictive control and moving horizon estimation - an introductory overview.
In Paul M. Frank, editor, Advances in Control: Highlights of ECC '99, pages 391-449, London, September 1999. Springer.
Stability of constrained linear moving horizon estimation.
In Proceedings of American Control Conference, San Diego, CA, pages 3387-3391, June 1999.
Tutorial: Model predictive control technology.
In Proceedings of the American Control Conference, San Diego, CA, pages 662-676, June 1999.
On the application of interior point methods to model predictive control.
J. Optim. Theory Appl., 99:723-757, 1998.
Predictive control of sheet- and film-forming processes.
AIChE J., 44(8):1713-1723, August 1998.
Constrained linear quadratic regulation.
IEEE Trans. Auto. Cont., 43(8):1163-1169, August 1998.
Batch crystallization of a photochemical: Modelling, control and filtration.
AIChE J., 44(5):1119-1127, May 1998.
Efficient interior point methods for model predictive control.
Preprint ANL/MCS-P644-0597, Mathematics and Computer Science Division, Argonne National Laboratory, June 1997.
Efficient implementation of model predictive control for sheet and film forming processes.
In Proceedings of the American Control Conference, Albuquerque, NM, pages 2940-2944, 1997.
Parameter estimation in a dynamic model of a copolymerization process.
In Proceedings of the 1997 American Control Conference, pages 2424-2428, 1997.
Optimization problems in model predictive control.
In Lorenz T. Biegler, Thomas F. Coleman, Andrew R. Conn, and Fadil N. Santosa, editors, Large-Scale Optimization with Applications, pages 185-202, New York, 1997. Springer.
On infeasibilities in model predictive control.
In Jeffrey C. Kantor, Carlos E. García, and Brice Carnahan, editors, Chemical Process Control-V, pages 331-334. CACHE, AIChE, 1997.
Model predictive control.
In Michael A. Henson and Dale E. Seborg, editors, Nonlinear Process Control, pages 233-310. Prentice Hall, 1997.
Discrete-time stability with perturbations: Application to model predictive control.
Automatica, 33(3):463-470, 1997.
Identification and control of sheet forming processes.
In IFAC '96 World Congress, San Francisco, California, pages 55-60, July 1-5, 1996.
Infinite horizon linear quadratic control with constraints.
In IFAC '96 World Congress, San Francisco, California, volume M, pages 109-114, July 1-5, 1996.
Segregated fermentation model for growth and differentiation of Bacillus licheniformis.
AIChE J., 42(11):3241-3252, November 1996.
Gage control of film and sheet-forming processes.
AIChE J., 42(3):753-766, March 1996.
Model identification for crystallization: Theory and experimental verification.
Powder Tech., 88(3):227-235, 1996.
A moving horizon-based approach for least-squares state estimation.
AIChE J., 42(8):2209-2224, August 1996.
Receding horizon control and discontinuous state feedback stabilization.
Int. J. Control, 62(5):1217-1229, 1995.
Estimation and control of sheet and film forming processes.
In Irena Lasiecka and Blaise Morton, editors, Control Problems in Industry, pages 43-63, Boston, 1995. SIAM, Birkhäuser.
Stability of model predictive control under perturbations.
In IFAC Symposium on Nonlinear Control System Design, Tahoe City, California, pages 21-26, 1995.
Implementable model predictive control in the state space.
In Proceedings of the 1995 American Control Conference, pages 3699-3703, 1995.
Octave--a high level interactive language for numerical computations.
CACHE News, 40:11-18, Spring 1995.
Topics in model predictive control.
In Ridvan Berber, editor, Methods of Model Based Process Control, pages 331-347. Kluwer, 1995.
Nonlinear moving horizon state estimation.
In Ridvan Berber, editor, Methods of Model Based Process Control, pages 349-365. Kluwer, 1995.
Model identification and control strategies for batch cooling crystallizers.
AIChE J., 40(8):1312-1327, August 1994.
Nonlinear model predictive control: a tutorial and survey.
In ADCHEM '94 Proceedings, Kyoto, Japan, pages 185-197, 1994.
Stability of neural net based model predictive control.
In Proceedings of the 1994 American Control Conference, pages 2481-2485, 1994.
The stability of constrained receding horizon control with state estimation.
In Proceedings of the 1994 American Control Conference, pages 2837-2841, 1994.
Gage control of film and sheet forming processes.
DuPont Accession Report 17944, August 27, 1993.
Stability of constrained receding horizon control.
IEEE Trans. Auto. Cont., 38(10):1512-1516, October 1993.
Constrained state estimation and discontinuous feedback in model predictive control.
In Proceedings of the 1993 European Control Conference, pages 2308-2312, 1993.
Receding horizon recursive state estimation.
In Proceedings of the 1993 American Control Conference, pages 900-904, 1993.
Receding horizon control with an infinite horizon.
In Proceedings of the 1993 American Control Conference, pages 2926-2930, 1993.
Linear model predictive control of unstable processes.
J. Proc. Cont., 3(2):85-96, May 1993.
Model identification and control of solution crystallization processes: a review.
Ind. Eng. Chem. Res., 32(7):1275-1296, July 1993.
Partial derivative quantities from phase equilibria relationships for mixtures.
AIChE J., 39(8):1363-1369, August 1993.
Model predictive control with linear models.
AIChE J., 39(2):262-287, February 1993.
Control of crystallization processes.
In Allan S. Myerson, editor, Handbook of Industrial Crystallization, pages 179-207, Boston, 1993. Butterworth-Heinemann.
Implementation of a stabilizing constrained receding horizon regulator.
In Proceedings of the 1992 American Control Conference, pages 1594-1595, 1992.
Model predictive control of chemical processes.
Chem. Eng. Sci., 47(4):705-720, 1992.
Modelling and control of crystallizers.
Powder Tech., 69(1):3-9, 1992.
Process control and dynamics.
In J. J. McKetta, editor, The Encyclopedia of Chemical Processing and Design, volume 42, pages 457-489. Marcel Dekker, 1992.
Model predictive control of chemical processes.
In Proceedings of the 1991 American Control Conference, pages 1790-1795, 1991.
Model identification and control of a semibatch chemical reactor.
In Proceedings of the 1991 American Control Conference, pages 249-255, 1991.
Optimization approaches to nonlinear model predictive control.
In Yaman Arkun and W. Harmon Ray, editors, Chemical Process Control-CPCIV, pages 543-571. CACHE, 1991.
The interpretation of particle size distribution measurement and its impact on process identification.
In Proceedings of Second World Congress on Particle Technology, pages 486-493, 1990.
Simultaneous model identification and control of a semi-batch chemical reactor.
In Proceedings of the 1990 American Control Conference, pages 1656-1657, 1990.
Light scattering measurements to estimate kinetic parameters of crystallization.
In Allan S. Myerson and Ken Toyokura, editors, Crystallization as a Separations Process, pages 102-114. American Chemical Society, 1990.
Feedback control of chemical processes using on-line optimization techniques.
Comput. Chem. Eng., 14(4/5):469-479, 1990.
Analytical solutions of emulsion polymerization models.
AIChE J., 36(4):623-626, April 1990.
Nonlinear model predictive control.
Chem. Eng. Commun., 87:123-141, 1990.
Optimal control and model identification applied to the Shell standard control problem.
In David M. Prett, Carlos E. Garcí, and Brian L. Ramaker, editors, The Second Shell Process Control Workshop, pages 209-240. Butterworths, 1990.
Control strategies for fermentation processes.
In Daniel R. Omstead, editor, Computer Control of Fermentation Processes, pages 165-206. CRC Press, 1990.
End-point control in semi-batch chemical reactors.
In Proceedings of the IFAC Symposium on Dynamics and Control of Chemical Reactors, Distillation Columns, and Batch Processes, pages 323-328, 1989.
Control issues arising in population balance models.
In Proceedings of the 1989 American Control Conference, pages 677-682, 1989.
Model predictive control of nonlinear processes in the presence of constraints.
In IFAC/IEEE Symposium on Nonlinear Control Systems Design, pages 456-460, 1989.
Model-predictive control and sensitivity analysis for constrained nonlinear processes.
In T. J. McAvoy, Y. Arkun, and E. Zafiriou, editors, Proceedings of the 1988 IFAC Workshop on Model Based Process Control, pages 129-135, Oxford, 1989. Pergamon Press.
Modeling of a laboratory water-gas shift reaction.
In Proceedings of the 1988 ISA, pages 475-486, Research Triangle Park, 1988. Instrument Society of America (ISA).
The modelling of batch and continuous emulsion polymerization reactors. Part I: Model formulation and sensitivity to parameters.
Polymer Eng. & Sci., 28(5):237-256, March 1988.
The modelling of batch and continuous emulsion polymerization reactors. Part II: Comparison with experimental data from continuous stirred tank reactors.
Polymer Eng. & Sci., 28(5):257-274, March 1988.
Modelling and control of dispersed phase systems.
In David M. Prett and Manfred Morari, editors, Shell Process Control Workshop, pages 183-211. Butterworths, 1987.
Modelling and control of crystallizers.
In Proceedings of the 1987 American Control Conference, pages 1400-1405, 1987.
Emulsion polymerization reactor stability: Simplified model analysis.
AIChE J., 33(10):1663-1677, October 1987.
Stability of continuous emulsion polymerization reactors: a detailed model analysis.
Chem. Eng. Sci., 42(11):2767-2777, 1987.
Better understanding of emulsion polymerization reactor behavior through detailed mathematical modelling.
In K. H. Reichert and W. Geiseler, editors, Polymer Reaction Engineering, pages 1-17. Hüthig & Wepf Publishing, New York, 1986.