C. D. Laird and L. T. Biegler, ”Large-Scale Nonlinear Programming for Multi-scenario Optimization” [pdf]
Victor M. Zavala, Carl D. Laird and Lorenz T. Biegler, ”Fast solvers
and rigorous models: can both be accommodated in NMPC?”
[pdf]
Biegler, L. T., "A Survey of Simultaneous Dynamic Optimization Strategies,"[pdf]
Kameswaran, S. and L. T. Biegler, "Convergence Rates for Direct Transcription of Optimal Control Problems Using Collocation at Radau Points,"[pdf]
Kameswaran, S. and L. T. Biegler, "Advantages of Nonlinear Programming Based Methodologies for Inequality Path Constrained Optimal Control Problems - An Analysis of the Betts and Campbell Heat Conduction Problem,"[pdf]
V. M. Zavala, C. D. Laird and L. T. Biegler, ”A fast computational framework for large-scale moving horizon estimation,” [pdf]
Yoshiaki Kawajiri and Lorenz T. Biegler, ”Large Scale optimization strategies for zone configuration of simulated moving beds,” [pdf]
V. M. Zavala, C. D. Laird and L. T. Biegler, ”Interior-Point Decomposition Approaches for Parallel Solution of Large-Scale Nonlinear Parameter Estimation Problems” [pdf]
Kawajiri, Y. and L. T. Biegler, “Comparison of configurations of a four-column simulated moving bed process by multi-objective optimization,” [pdf]
Baumrucker, B.T., J. G. Renfro and L.T. Biegler “MPEC Problem Formulations in Chemical Engineering Applications,” [pdf]
Zavala, V., and L. T. Biegler, “The advanced-step NMPC controller: optimality, stability and robustness,” [pdf]
Santos, L., J. A. Castro and L. T. Biegler, "A tool to analyze robust stability for constrained MPC,"[pdf]
Xu, C., P. M. Follmann, L. T. Biegler and M. S. Jhon, "Numerical Simulation and Optimization of a Direct Methanol Fuel Cell" Computers and Chemical Engineering, 29, 8, pp, 1849-1860 (2005)
Laird, C. D., L. T. Biegler, B. van Bloemen Waanders, R. A. Bartlett, "Time Dependent Contaminant Source Determination for Municipal Water Networks Using Large Scale Optimization," ASCE Journal of Water Resource Management and Planning, 131, 2, p. 125 (2005)
Kameswaran, S., G. Staus and L. T. Biegler, "Parameter Estimation of Core Flood and Reservoir Models," Computers and Chemical Engineering, 29, 8, pp. 1787-1800 (2005)
Knaebel, S., D-H Ko and L. T. Biegler, "Simulation and Optimization of a Pressure Swing Adsorption System: Recovering Hydrogen from Methane," Adsorption, 11, pp. 615-620 (2005)
Ko, Daeho, Ranjani Siriwardane and Lorenz T. Biegler, "Optimization of Pressure Swing Adsorption and Fractionated Vacuum Pressure Swing Adsorption Processes for CO2 Sequestration," Ind. Eng. Chem. Res., 44, 8084-8094 (2005)
Lang, Y-D., and L. T. Biegler, "Large-scale nonlinear programming with a CAPE-OPEN compliant interface," Chemical Engineering Research and Design (Trans. IChemE, Part A), 83, pp. 718-723 (2005)
Osorio, D., J. R. Pérez-Correa, L. T. Biegler and E. Agosin, "Optimization of Wine Still Operation," Journal of Agricultural and Food Chemistry, 53(16); 6326-6331 (2005)
Martinsen, F, Biegler, L T, Foss, B. A., "A new optimization algorithm with application to nonlinear MPC," Modelling, Identification and Control, 2005; 26 (1) p. 3-22
Li, P.; Hong, W.R.; Biegler, L.T.; Wozny, G., "Ein effizienter Lösungsansatz zur Ermittelung optimaler Führungsstrategien beim Zustandswechsel," Chemie Ingenieur Technik 77(8) 1105 (2005)
Wächter, Andreas and L. T. Biegler, "Line Search Filter Methods for Nonlinear Programming: Motivation and Global Convergence", SIAM Journal of Optimization, 16, 1, pp. 1-31 (2005)
Wächter, Andreas and L. T. Biegler, "Line Search Filter Methods for Nonlinear Programming: Local Convergence", SIAM Journal of Optimization, 16, 1, pp. 32-48 (2005)
Arora, N. and L. T. Biegler, "Estimation of a Polymerization Process with a Composite Step Trust Region NLP Algorithm," I & EC Research, 14, pp 3616 - 3631 (2004)
Aníbal M. Blanco, J. Alberto Bandoni and L. T. Biegler, "Re-design of the Tennessee Eastman Challenge Process: An Eigenvalue Optimization Approach," Proceedings of Foundations of Computer Aided Process Design, p. 517, C. A. Floudas and R. Agrawal (eds.), CACHE Corporation, Austin, TX (2004)
Biegler, L. T., and Ignacio E. Grossmann, Challenges and Research Issues for Product and Process Design Optimization, Proceedings of Foundations of Computer Aided Process Design, p. 99, C. A. Floudas and R. Agrawal (eds.), CACHE Corporation, Austin, TX (2004)
Lorenz T. Biegler and Ignacio E. Grossmann, "Part I: Retrospective on Optimization," Computers and Chemical Engineering, 28, 8, pp 1169-1192 (2004)
Biegler, L. T., Ling Jiang, and V. Grant Fox, "Recent advances in optimal design of pressure swing adsorption systems," Separation and Purification Reviews, 33, 1, pp. 1-39 (2004)
Laird, C.D., L.T. Biegler and A. Wächter, "IPOPT Tutorial", Presented at INFORMS (2004), [Slides Only] [Slides With Notes]
Itle, G. C., A. G. Salinger, R. P. Pawlowski, J.N. Shadid and L. T. Biegler, " A Tailored Optimization Strategy for PDE-based Design: Application to a CVD Reactor," Computers and Chemical Engineering, 28, 3 pp. 291-302 (2004)
Ignacio E. Grossmann and Lorenz T. Biegler, "Part II: Future Perspective on Optimization," Computers and Chemical Engineering, 28, 8, pp 1193-1218 (2004)
Jiang, L., L. T. Biegler, V. G. Fox, "Design and Optimization of Pressure Swing Adsorption Systems with Parallel Implementation," Computers and Chemical Engineering, 29/2, pp 393-399 (2004); also appeared in pp. 232-237, in Process Systems Engineering 2003, B. Chen and A. Westerberg (eds.), Elsevier (2003)
Jiang, L., V. G. Fox and L. T. Biegler, "Simulation and Optimal Design of Multiple-bed Pressure Swing Adsorption Systems," AIChE J., 50, 11, pp. 2904-2917 (2004)
S. Kauchali, B. Hausberger, D. Hildebrandt, D. Glasser and L. T. Biegler, "Automating Rector Network Synthesis: Finding a Candidate AR for the Water Gas Shift (WGS) Reaction," Computers and Chemical Engineering, 28, 1/2 pp. 149-160 (2004) 2003
Martinsen, F., L. T. Biegler, B. A. Foss, "Application of Optimization Algorithms to Nonlinear MPC," Journal of Process Control, 14 (8), pp. 853-865 (2004)
Poku, M. B., J. D. Kelly, L. T. Biegler, "Nonlinear Programming Algorithms for Process Optimization with Many Degrees of Freedom," I & EC Research, 43, 21, pp. 6803-6812 (2004)
Raghunathan, A., V. Gopal, D. Subramanian, L. T. Biegler and T. Samad, "Dynamic Optimization Strategies for 3D Conflict Resolution of Multiple Aircrafts," AIAA J. of Guidance, Control and Dynamics, 27 (4), pp. 586-594 (2004)
Raghunathan, Arvind, M. Soledad Diaz, Lorenz T. Biegler "An MPEC Formulation for Dynamic Optimization of Distillation Operation," Computers and Chemical Engineering, 28/10 pp. 2037-2052 (2004)
L. T. Biegler and Andreas Wächter, "SQP SAND Strategies that Link to Existing Modeling Systems" p. 199, in Large-scale PDE-Constrained Optimization,Lecture Notes in Computational Science and Engineering, Biegler, Ghattas, Heinkenschloss, and van Bloemen Waanders (eds.), Springer Verlag, Berlin (2003)
A.G. Salinger, R.P. Pawlowski, J.N. Shadid, B.van Bloemen Waanders, R. Bartlett, G.C. Itle, and L. Biegler, "rSQP Optimization of Large-Scale Reacting Flow Applications with MPSalsa," p. 45, in Large-scale PDE-Constrained Optimization,Lecture Notes in Computational Science and Engineering, Biegler, Ghattas, Heinkenschloss, and van Bloemen Waanders (eds.), Springer Verlag, Berlin (2003)
Jiang, L., L. T. Biegler and V. G. Fox, "Simulation and Optimization of Pressure Swing Adsorption Systems for Air Separation," AIChE J, 49 (5), p. 1140 (2003)
Raghunathan, A. and L. T. Biegler, "MPEC Formulations and Algorithms in Process Engineering," Computers and Chemical Engineering, 27, pp. 1381-1392 (2003)
Rooney, W. C. and L. T. Biegler, "Optimal Process Design with Model Parameter Uncertainty and Process Variability," AIChE J., 49, 2, p. 438 (2003)
Ko, Daeho, Ranjani Siriwardane and Lorenz T. Biegler, "Optimization of Pressure Swing Adsorption Process using Zeolite 13X for CO2 Sequestration" I & EC Research, 42, 2, p. 339 (2003)
Poku, M. B., Lorenz T. Biegler, Jeffery D. Kelly, Ronald Coxhead, Vipin Gopal, "Nonlinear Programming Algorithms for Large Nonlinear Gasoline Blending Problems," Proceedings of FOCAPO 2003, p. 605 (2003)
Diaz, S., S. Tonelli, A. Bandoni and L. T. Biegler, "Dynamic Optimization for Switching Between Operating Modes in Cryogenic Plants" Proceedings of FOCAPO 2003, p. 601 (2003)
Jockenhoevel, T., L. T. Biegler and A. Wächter, "Dynamic Optimization of the Tennessee Eastman Process Using the OptControlCentre," Computers and Chemical Engineering, 27, 11 pp 1513-1531 (2003)
Raghunathan, A. U., J. R. Pérez-Correa and L. T. Biegler, "Data Reconciliation and Parameter Estimation in Flux-Balance Analysis," Biotechnology and Bioengineering, 84, pp. 700-709 (2003)
N. Arora, L. T. Biegler and G. Heyen, Data Reconciliation Frameworks, in Computer Aided Process Engineering, R. Gani and B. Braunschweig (eds.), pp. 193-212, Elsevier, Amsterdam (2002)
Lang, Y-D and L. T. Biegler, A Distributed Stream Method for Tray Optimization, AIChE J., 48, 3, p. 582
Cervantes, A. M., S. Tonelli, A. Brandolin, J. A. Bandoni and L. T. Biegler, Large-Scale Dynamic Optimization for Grade Transitions in a Low Density Polyethylene Plant, Computers and Chemical Engineering, 26 p. 227
Kauchali, S., W. C. Rooney, L. T. Biegler, D. Hildebrandt and D. Glasser, Linear Programming Formulations for Attainable Region Analysis, Chemical Engineering Science , 57, p. 2015
Bartlett, R. A., L. T. Biegler, J. Backstrom and V. Gopal, Quadratic Programming Algorithms for Large-Scale Model Predictive Control, Journal of Process Control, 12, p. 775
Martinsen, F., L. T. Biegler, B. A. Foss, Application of Optimization Algorithms to Nonlinear MPC, Proceedings 15th IFAC World Congress, Paper 1245
Ghattas, O. and L. T. Biegler, Parallel Algorithms for Large-Scale Simulation-Based Optimization, p. 261-275, in Modeling and Simulation-based Life Cycle Engineering, S Saigal, K P Chong, S T Thynell & H Morgan (eds.), Taylor and Francis, London (2002)
Cervantes and L. T. Biegler, Optimization Strategies for Dynamic Systems, Encyclopedia of Optimization, v. 4, pp. 216-227, C. Floudas and P. Pardalos (eds.), Kluwer (2001)
Rooney, W. C., and L. T. Biegler, Nonlinear Confidence Regions for Design Under Uncertainty, AIChE J., 47, 8, p. 1794 (2001)
Arora, N. and L. T. Biegler, Redescending estimators for data reconciliation and parameter estimation, Computers and Chemical Engineering, 25, p. 1585 (2001)
Santos, L. O., P. Afonso, J. Castro, N. Oliveira and L. T. Biegler, On-line Implementation of Nonlinear MPC: An experimental case study, Control Engineering Practice, 9, p. 847 (2001)
Zhao, H., J. Guiver, R. Neelakantan and L. T. Biegler, A nonlinear industrial model predictive controller using integrated PLS and neural net state-space model, Control Engineering Practice, 9, p. 125 (2001)
Biegler, L. T., Efficient Solution of Dynamic Optimization and NMPC Problems, pp. 219-245, Nonlinear Model Predictive Control, F. Allgoewer and A. Zheng (eds.), Birkhaeuser, Basel (2000)
Cervantes, A. M. and L. T. Biegler, A Stable Elemental Decomposition for Dynamic Process Optimization, Computational Optimization and Applications, 120, pp. 41-57 (2000)
Biegler, L. T., D. Alkaya, and K. Anselmo, Multi-solver Modeling for Process Simulation and Optimization, Foundations of Computer Aided Process Design , AIChE Symposium Series #323, M. Malone, J. Trainham, B. Carnahan (eds.), pp. 125-137 (2000)
Raspanti, C. G., J. A. Bandoni, and L. T. Biegler, New Strategies for Flexibility Analysis and Design under Uncertainty, Computers and Chemical Engineering, 24, pp. 2193-2209 (2000)
Biegler, L. T., and G. B. Sentoni, Efficient Formulation and Solution of Nonlinear Model Predictive Control Problems, Latin American Applied Research, 30(4), pp. 315-324 (2000)
Rooney, W. C., and L. T. Biegler, Multiperiod Reactor Network Synthesis: A Hybrid Approach, Computers and Chemical Engineering, 24, pp. 2055-2068 (2000)
Cervantes, A. M., A. Wächter, R. Tutuncu and L. T. Biegler, A Reduced Space Interior Point Strategy for Optimization of Differential Algebraic Systems, Computers and Chemical Engineering, 24, pp. 39-51 (2000)
Santos, L. O., P. Afonso, J. Castro, N. Oliveira and L. T. Biegler, On-line Implementation of Nonlinear MPC, Proc. ADCHEM 2000, pp. 731-736, IFAC (L. Biegler, A. Brambilla, C. Scali, eds.) (2000)
Sentoni G and L. T. Biegler, A Flexible Identification Strategy for DABNet Models, Proc. ADCHEM 2000, pp. 857-862, IFAC (L. Biegler, A. Brambilla, C. Scali, eds.) (2000)
Alkaya, D., S. Vasantharajan and L. T. Biegler, Generalization of a Tailored Approach for Process Optimization, I & EC Research, 39, 6, pp. 1731-1742 (2000)
Wächter, A. and Lorenz T. Biegler, Failure of global convergence for a class of interior point methods for nonlinear programming, Mathematical Programing, 88, 3, pp. 565-574 (2000)
Cervantes, A., S. Tonelli, A. Brandolin, J. A. Bandoni and L. T. Biegler, Large-Scale Dynamic Optimization of a Low Density Polyethylene Plant, Computers and Chemical Engineering, 24, pp. S983-990, (2000)
Rooney, W. C., B. P. Hausberger, L. T. Biegler and D. Glasser, Convex Attainable Region Projections for Reactor Network Synthesis, Computers and Chemical Engineering, 24, pp. S225-230 (2000)
Lang, Y-D, L. T. Biegler, E. Maier and R. Majewski, An Optimal Catalyst Management Strategy for Oxo Processes, Computers and Chemical Engineering, 24, pp. 1549-1554 (2000)
Bartlett, R. A., A. Wächter and L. T. Biegler, Active Set vs. Interior Point Methods for Nonlinear Model Predictive Control, Proc. American Control Conference, p. 3505 (2000)
Santos, L.O. and L. T. Biegler, A Tool to Analyze Robust Stability for Model Predictive Controllers, J. Process Control, 9, p. 233 (1999)
Lakshmanan, A., W. Rooney and L. T. Biegler, A Detailed Case Study For Reactor Network Synthesis with the Vinyl Chloride Process, Computers and Chemical Engineering, 23, p. 479 (1999)
Albuquerque, J., V. Gopal, G. Staus, L. T. Biegler, and B. E. Ydstie, Interior Point SQP Strategies For Large-scale, Structured Process Optimization Problems, Computers and Chemical Engineering , 23, p. 543 (1999)
Ternet, D. and L. T. Biegler, Interior Point Methods for Reduced Hessian Successive Quadratic Programming, Computers and Chemical Engineering, 23, p. 859 (1999)
Bhatia, T. and L. T. Biegler, Multiperiod Design and Planning with Interior Point Methods, Computers and Chemical Engineering, 23, p. 919 (1999)
Zhao, H., J. Guiver, R. Neelakantan and L. T. Biegler, A Nonlinear Industrial Model Predictive Controller Using Integrated PLS and Neural Net State Space Models, Proc. IFAC World Congress, Vol. N, p. 13 (1999)
Bloss, K. F., L. T. Biegler and W. E. Schiesser, Dynamic Process Optimization through Adjoint Formulations and Constraint Aggregation, I & EC Research, 38, 2, p. 421 (1999)
Gopal, V. and L. T. Biegler, Smoothing Methods for the Treatment of Complementarity Conditions and Nested Discontinuities, AIChE Journal, 45(7), p. 1535-1547. (1999)
Rooney, W. R. and L. T. Biegler, Incorporating Joint Confidence Regions into Design under Uncertainty, Computers and Chemical Engineering, 23, 10, p. 1563-1575 (1999)
Lang, Y-D, A. Cervantes and L. T. Biegler, Dynamic Modeling and Optimization of Batch Crystallization Processes, Proc. IFAC World Congress, Vol. N, p. 19 (1999)
Ternet, D.J. and L. T. Biegler, Recent Improvements to a Multiplier Free Reduced Hessian Successive Quadratic Programming Algorithm, Computers and Chemical Engineering, 22, 7/8. p. 963 (1998)
Cervantes, A. and L. T. Biegler, Large scale DAE optimization using simultaneous nonlinear programming formulations, AIChE J., 44, 5, p. 1038 (1998)
Gopal, V. and L. T. Biegler, Large-Scale Inequality Constrained Optimization and Control: Some Recent Advances, Issue on Emerging Technologies in Control, IEEE Controls Systems Magazine, 18(6), 59-68 (1998)
Sentoni, G. B., J. P Guiver, H. Zhao and L. T. Biegler, A State Space Approach to Nonlinear Process Modeling: Identification and Universality, AIChE J., 44, 10, p. 2229 (1998)
Raspanti, C. G.; Bandoni, J. A.; Biegler, L.. New faster solution for the steady-state back-off problem, Lat. Am. Appl. Res., 28(1-2), 129-134 (1998)
Bhatia, T. and L. T. Biegler, Optimization Problems in Process Engineering: Opportunities for Integration, in Proc. 36th Tutzing Symposium on Computer Applications in Process and Plant Engineering, v. 135, DECHEMA Monographs, H. Schmidt-Traub (ed.), p. 209 (1998)
Lang, Y-D, A. Cervantes and L. T. Biegler, Dynamic Optimization of a Batch Crystallization Process, I & EC Research, 38, 4, p. 1469 (1998)
Gopal, V. and L. T. Biegler, Nonsmooth Dynamic Simulation with Linear Programming Based Methods, Computers and Chemical Engineering, 21, 7, p. 675 (1997)
Biegler, L. T., Claudia Schmid, and David Ternet, A Multiplier-Free, Reduced Hessian Method For Process Optimization, Large-Scale Optimization with Applications, Part II: Optimal Design and Control, L. T. Biegler, T. F. Coleman, A. R. Conn and F. N. Santosa (eds.), p. 101, IMA Volumes in Mathematics and Applications, Springer Verlag (1997)
Tanartkit, P. and L. T. Biegler, A Nested, Simultaneous Approach for Dynamic Optimization Problems-II: The Outer Problem, Computers and Chemical Engineering, 21, 12, p. 1365 (1997)
Albuquerque, J., L.T. Biegler and R. E. Kass, Inferences in Dynamic Error-in-Variable-Measurement Problems, AIChE J., 43, 4, p. 986 (1997)
Bhatia, T., and L. T. Biegler, Dynamic Optimization in Planning Under Process Model Uncertainty, I & EC Research, 36, 9, p.3708 (1997)
Albuquerque, J., V. Gopal, G. Staus, L. T. Biegler, and B. E. Ydstie, Interior Point SQP Strategies For Structured Process Optimization Problems, Computers and Chemical Engineering, 21, p. S853 (1997)
Lakshmanan, A. And L. T. Biegler, A Case Study For Reactor Network Synthesis: The Vinyl Chloride Process, Computers and Chemical Engineering, 21, p. S785 (1997)
Staus, G., L. T. Biegler, and B. E. Ydstie, Global Optimization for
Identification, Proceedings of the 36th IEEE Conference on Decision
and Control, p. 3010-15, vol.3 (1997)