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James B. Rawlings - Publications

Affiliations: 
University of Wisconsin, Madison, Madison, WI 
Area:
Chemical Engineering, Computer Science, Statistics
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159 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Risbeck MJ, Rawlings JB. Economic Model Predictive Control for Time-Varying Cost and Peak Demand Charge Optimization Ieee Transactions On Automatic Control. 65: 2957-2968. DOI: 10.1109/Tac.2019.2939633  0.397
2019 McAllister RD, Rawlings JB, Maravelias CT. Rescheduling Penalties for Economic Model Predictive Control and Closed-Loop Scheduling Industrial & Engineering Chemistry Research. 59: 2214-2228. DOI: 10.1021/Acs.Iecr.9B05255  0.365
2019 Yao M, Rawlings JB, Kuech TF. Modeling of transport and reaction in a novel hydride vapor phase epitaxy system Journal of Crystal Growth. 513: 58-68. DOI: 10.1016/J.Jcrysgro.2019.02.046  0.337
2019 Risbeck MJ, Maravelias CT, Rawlings JB. Unification of closed-loop scheduling and control: State-space formulations, terminal constraints, and nominal theoretical properties Computers & Chemical Engineering. 129: 106496. DOI: 10.1016/J.Compchemeng.2019.06.021  0.458
2019 Risbeck MJ, Maravelias CT, Rawlings JB, Turney RD. Mixed-integer optimization methods for online scheduling in large-scale HVAC systems Optimization Letters. 14: 889-924. DOI: 10.1007/S11590-018-01383-9  0.369
2018 Andersson JA, Rawlings JB. Sensitivity Analysis for Nonlinear Programming in CasADi Ifac-Papersonline. 51: 331-336. DOI: 10.1016/J.Ifacol.2018.11.055  0.387
2018 Arnold TJ, Rawlings JB. Uniqueness Conditions for ALS Problems Ifac-Papersonline. 51: 469-474. DOI: 10.1016/J.Ifacol.2018.11.045  0.39
2018 Allan DA, Rawlings JB. Inherent robustness of discontinuous MPC: Even (u, u3) is robust Ifac-Papersonline. 51: 475-480. DOI: 10.1016/J.Ifacol.2018.11.044  0.396
2018 Rawlings JB, Patel NR, Risbeck MJ, Maravelias CT, Wenzel MJ, Turney RD. Economic MPC and real-time decision making with application to large-scale HVAC energy systems Computers & Chemical Engineering. 114: 89-98. DOI: 10.1016/J.Compchemeng.2017.10.038  0.383
2018 Andersson JAE, Gillis J, Horn G, Rawlings JB, Diehl M. CasADi: a software framework for nonlinear optimization and optimal control Mathematical Programming Computation. 11: 1-36. DOI: 10.1007/S12532-018-0139-4  0.393
2017 Allan DA, Bates CN, Risbeck MJ, Rawlings JB. On the inherent robustness of optimal and suboptimal nonlinear MPC Systems & Control Letters. 106: 68-78. DOI: 10.1016/J.Sysconle.2017.03.005  0.42
2017 Risbeck MJ, Maravelias CT, Rawlings JB, Turney RD. A mixed-integer linear programming model for real-time cost optimization of building heating, ventilation, and air conditioning equipment Energy and Buildings. 142: 220-235. DOI: 10.1016/J.Enbuild.2017.02.053  0.396
2017 Rawlings JB, Risbeck MJ. Model predictive control with discrete actuators: Theory and application Automatica. 78: 258-265. DOI: 10.1016/J.Automatica.2016.12.024  0.409
2016 Wu F, Tian T, Rawlings JB, Yin G. Approximate method for stochastic chemical kinetics with two-time scales by chemical Langevin equations. The Journal of Chemical Physics. 144: 174112. PMID 27155630 DOI: 10.1063/1.4948407  0.307
2016 Ji L, Rawlings JB, Hu W, Wynn A, Diehl M. Robust Stability of Moving Horizon Estimation Under Bounded Disturbances Ieee Transactions On Automatic Control. 61: 3509-3514. DOI: 10.1109/Tac.2015.2513364  0.643
2015 Pannocchia G, Rawlings JB, Mayne DQ, Mancuso GM. Whither discrete time model predictive control? Ieee Transactions On Automatic Control. 60: 246-252. DOI: 10.1109/Tac.2014.2324131  0.421
2015 Zagrobelny MA, Rawlings JB. Identifying the uncertainty structure using maximum likelihood estimation Proceedings of the American Control Conference. 2015: 422-427. DOI: 10.1109/ACC.2015.7170772  0.818
2015 Petersen LN, Jørgensen JB, Rawlings JB. Economic optimization of spray dryer operation using Nonlinear Model Predictive Control with state estimation Ifac Proceedings Volumes (Ifac-Papersonline). 48: 507-513. DOI: 10.1016/J.Ifacol.2015.09.018  0.507
2015 Ji L, Rawlings JB. Application of MHE to large-scale nonlinear processes with delayed lab measurements Computers and Chemical Engineering. 80: 63-72. DOI: 10.1016/J.Compchemeng.2015.04.015  0.66
2015 Zagrobelny MA, Rawlings JB. Practical improvements to autocovariance least-squares Aiche Journal. 61: 1840-1855. DOI: 10.1002/Aic.14771  0.821
2015 Wu Z, Rajamani MR, Rawlings JB, Stoustrup J. Model Predictive Control of Thermal Comfort and Indoor Air Quality in livestock stable 2007 European Control Conference, Ecc 2007. 4746-4751.  0.806
2014 Gupta A, Rawlings JB. Comparison of Parameter Estimation Methods in Stochastic Chemical Kinetic Models: Examples in Systems Biology. Aiche Journal. American Institute of Chemical Engineers. 60: 1253-1268. PMID 27429455 DOI: 10.1002/Aic.14409  0.591
2014 Srivastava R, Rawlings JB. Parameter estimation in stochastic chemical kinetic models using derivative free optimization and bootstrapping. Computers & Chemical Engineering. 63: 152-158. PMID 24920866 DOI: 10.1016/J.Compchemeng.2014.01.006  0.631
2014 Subramanian K, Rawlings JB, Maravelias CT. Economic model predictive control for inventory management in supply chains Computers and Chemical Engineering. 64: 71-80. DOI: 10.1016/J.Compchemeng.2014.01.003  0.621
2014 Müller MA, Angeli D, Allgöwer F, Amrit R, Rawlings JB. Convergence in economic model predictive control with average constraints Automatica. 50: 3100-3111. DOI: 10.1016/J.Automatica.2014.10.059  0.815
2014 Pannocchia G, Wright SJ, Rawlings JB. On the Use of Suboptimal Solvers for Efficient Cooperative Distributed Linear MPC Intelligent Systems, Control and Automation: Science and Engineering. 69: 553-568. DOI: 10.1007/978-94-007-7006-5_34  0.305
2014 Gupta A, Rawlings JB. Comparison of parameter estimation methods in stochastic chemical kinetic models: Examples in systems biology Aiche Journal. 60: 1253-1268. DOI: 10.1002/aic.14409  0.536
2014 Zagrobelny MA, Rawlings JB. Application of feasible generalized least squares to disturbance identification Computing and Systems Technology Division 2014 - Core Programming Area At the 2014 Aiche Annual Meeting. 2: 889-907.  0.779
2014 Zagrobelny MA, Rawlings JB. Disturbance covariance identification using maximum likelihood estimation Computing and Systems Technology Division 2014 - Core Programming Area At the 2014 Aiche Annual Meeting. 2: 908-928.  0.793
2013 Srivastava R, Anderson DF, Rawlings JB. Comparison of finite difference based methods to obtain sensitivities of stochastic chemical kinetic models. The Journal of Chemical Physics. 138: 074110. PMID 23445000 DOI: 10.1063/1.4790650  0.617
2013 Zagrobelny M, Ji L, Rawlings JB. Quis custodiet ipsos custodes? Annual Reviews in Control. 37: 260-270. DOI: 10.3182/20120823-5-Nl-3013.00039  0.808
2013 Lima FV, Rajamani MR, Soderstrom TA, Rawlings JB. Covariance and state estimation of weakly observable systems: Application to polymerization processes Ieee Transactions On Control Systems Technology. 21: 1249-1257. DOI: 10.1109/Tcst.2012.2200296  0.817
2013 Amrit R, Rawlings JB, Biegler LT. Optimizing process economics online using model predictive control Computers and Chemical Engineering. 58: 334-343. DOI: 10.1016/J.Compchemeng.2013.07.015  0.817
2013 Subramanian K, Rawlings JB, Maravelias CT, Flores-Cerrillo J, Megan L. Integration of control theory and scheduling methods for supply chain management Computers and Chemical Engineering. 51: 4-20. DOI: 10.1016/J.Compchemeng.2012.06.012  0.585
2012 Angeli D, Amrit R, Rawlings JB. On average performance and stability of economic model predictive control Ieee Transactions On Automatic Control. 57: 1615-1626. DOI: 10.1109/Tac.2011.2179349  0.81
2012 Rawlings JB, Angeli D, Bates CN. Fundamentals of economic model predictive control Proceedings of the Ieee Conference On Decision and Control. 3851-3861. DOI: 10.1109/CDC.2012.6425822  0.375
2012 Rawlings JB, Ji L. Optimization-based state estimation: Current status and some new results Journal of Process Control. 22: 1439-1444. DOI: 10.1016/J.Jprocont.2012.03.001  0.646
2012 Subramanian K, Maravelias CT, Rawlings JB. A state-space model for chemical production scheduling Computers and Chemical Engineering. 47: 97-110. DOI: 10.1016/J.Compchemeng.2012.06.025  0.612
2011 Srivastava R, Haseltine EL, Mastny E, Rawlings JB. The stochastic quasi-steady-state assumption: reducing the model but not the noise. The Journal of Chemical Physics. 134: 154109. PMID 21513377 DOI: 10.1063/1.3580292  0.805
2011 Ferramosca A, Limon D, Rawlings JB, Camacho EF. Cooperative distributed MPC for tracking Ifac Proceedings Volumes (Ifac-Papersonline). 18: 1584-1589. DOI: 10.3182/20110828-6-It-1002.03581  0.436
2011 Pannocchia G, Rawlings JB, Wright SJ. Is suboptimal nonlinear MPC inherently robust? Ifac Proceedings Volumes (Ifac-Papersonline). 18: 7981-7986. DOI: 10.3182/20110828-6-It-1002.02848  0.453
2011 Diehl M, Amrit R, Rawlings JB. A Lyapunov function for economic optimizing model predictive control Ieee Transactions On Automatic Control. 56: 703-707. DOI: 10.1109/Tac.2010.2101291  0.801
2011 Jorgensen JB, Huusom JK, Rawlings JB. Finite horizon MPC for systems in innovation form Proceedings of the Ieee Conference On Decision and Control. 1896-1903. DOI: 10.1109/CDC.2011.6161509  0.327
2011 Pannocchia G, Rawlings JB, Wright SJ. Inherently robust suboptimal nonlinear MPC: Theory and application Proceedings of the Ieee Conference On Decision and Control. 3398-3403. DOI: 10.1109/CDC.2011.6161240  0.382
2011 Angeli D, Amrit R, Rawlings JB. Enforcing convergence in nonlinear economic MPC Proceedings of the Ieee Conference On Decision and Control. 3387-3391. DOI: 10.1109/CDC.2011.6160332  0.806
2011 Pannocchia G, Rawlings JB, Wright SJ. Conditions under which suboptimal nonlinear MPC is inherently robust Systems and Control Letters. 60: 747-755. DOI: 10.1016/J.Sysconle.2011.05.013  0.472
2011 Stewart BT, Wright SJ, Rawlings JB. Cooperative distributed model predictive control for nonlinear systems Journal of Process Control. 21: 698-704. DOI: 10.1016/J.Jprocont.2010.11.004  0.655
2011 Amrit R, Rawlings JB, Angeli D. Economic optimization using model predictive control with a terminal cost Annual Reviews in Control. 35: 178-186. DOI: 10.1016/J.Arcontrol.2011.10.011  0.8
2011 Lima FV, Rawlings JB. Nonlinear stochastic modeling to improve state estimation in process monitoring and control Aiche Journal. 57: 996-1007. DOI: 10.1002/Aic.12308  0.479
2010 Angeli D, Rawlings JB. Receding Horizon cost optimization and control for nonlinear plants Ifac Proceedings Volumes (Ifac-Papersonline). 1217-1223. DOI: 10.3182/20100901-3-It-2016.00290  0.392
2010 Pannocchia G, Rawlings JB, Wright SJ. Partial Enumeration MPC: Robust stability results and application to an unstable CSTR Ifac Proceedings Volumes (Ifac-Papersonline). 9: 7-12. DOI: 10.3182/20100705-3-Be-2011.00002  0.426
2010 Pannocchia G, Rawlings JB, Mayne DQ, Marquardt W. On computing solutions to the continuous time constrained linear quadratic regulator Ieee Transactions On Automatic Control. 55: 2192-2198. DOI: 10.1109/Tac.2010.2053478  0.32
2010 Ferramosca A, Rawlings JB, Limon D, Camacho EF. Economic MPC for a changing economic criterion Proceedings of the Ieee Conference On Decision and Control. 6131-6136. DOI: 10.1109/CDC.2010.5717482  0.301
2010 Stewart BT, Venkat AN, Rawlings JB, Wright SJ, Pannocchia G. Cooperative distributed model predictive control Systems & Control Letters. 59: 460-469. DOI: 10.1016/J.Sysconle.2010.06.005  0.682
2010 Stewart BT, Rawlings JB, Wright SJ. Hierarchical cooperative distributed model predictive control Proceedings of the 2010 American Control Conference, Acc 2010. 3963-3968.  0.597
2009 Hensel SC, Rawlings JB, Yin J. Stochastic kinetic modeling of vesicular stomatitis virus intracellular growth. Bulletin of Mathematical Biology. 71: 1671-92. PMID 19459014 DOI: 10.1007/S11538-009-9419-5  0.314
2009 Pannocchia G, Wright SJ, Stewart BT, Rawlings JB. Efficient cooperative distributed MPC using partial enumeration Ifac Proceedings Volumes (Ifac-Papersonline). 7: 607-612. DOI: 10.3182/20090712-4-Tr-2008.00098  0.642
2009 Pannocchia G, Rawlings JB, Mayne DQ, Marquardt W. Computation of the infinite horizon continuous time constrained linear quadratic regulator Ifac Proceedings Volumes (Ifac-Papersonline). 7: 237-242. DOI: 10.3182/20090712-4-Tr-2008.00036  0.321
2009 Würth L, Rawlings JB, Marquardt W. Economic dynamic real-time optimization and nonlinear model-predictive control on infinite horizons Ifac Proceedings Volumes (Ifac-Papersonline). 7: 219-224. DOI: 10.3182/20090712-4-Tr-2008.00033  0.458
2009 Angeli D, Amrit R, Rawlings JB. Receding horizon cost optimization for overly constrained nonlinear plants Proceedings of the Ieee Conference On Decision and Control. 7972-7977. DOI: 10.1109/CDC.2009.5400707  0.79
2009 Rajamani MR, Rawlings JB. Estimation of the disturbance structure from data using semidefinite programming and optimal weighting Automatica. 45: 142-148. DOI: 10.1016/J.Automatica.2008.05.032  0.819
2009 Rawlings JB, Amrit R. Optimizing process economic performance using model predictive control Lecture Notes in Control and Information Sciences. 384: 119-138. DOI: 10.1007/978-3-642-01094-1_10  0.809
2009 Larsen PA, Rawlings JB. Assessing the reliability of particle number density measurements obtained by image analysis Particle and Particle Systems Characterization. 25: 420-433. DOI: 10.1002/Ppsc.200701130  0.638
2009 Rajamani MR, Rawlings JB, Qin SJ. Achieving state estimation equivalence for misassigned disturbances in offset-free model predictive control Aiche Journal. 55: 396-407. DOI: 10.1002/Aic.11673  0.83
2009 Stewart BT, Rawlings JB, Pannocchia G. Cooperative, distributed model predictive control for managing resource coupled constraints Aiche Ethylene Producers Conference Proceedings. 1: 309-321.  0.604
2008 Haseltine EL, Yin J, Rawlings JB. Implications of decoupling the intracellular and extracellular levels in multi-level models of virus growth. Biotechnology and Bioengineering. 101: 811-20. PMID 18512261 DOI: 10.1002/Bit.21931  0.726
2008 Haseltine EL, Lam V, Yin J, Rawlings JB. Image-guided modeling of virus growth and spread. Bulletin of Mathematical Biology. 70: 1730-48. PMID 18437499 DOI: 10.1007/S11538-008-9316-3  0.737
2008 Venkat AN, Hiskens IA, Rawlings JB, Wright SJ. Distributed MPC strategies with application to power system automatic generation control Ieee Transactions On Control Systems Technology. 16: 1192-1206. DOI: 10.1109/Tcst.2008.919414  0.797
2008 Rawlings JB, Bonne D, Jørgensen JB, Venkat AN, Jørgensen SB. Unreachable setpoints in model predictive control Ieee Transactions On Automatic Control. 53: 2209-2215. DOI: 10.1109/Tac.2008.928125  0.811
2008 Rawlings JB, Stewart BT. Coordinating multiple optimization-based controllers: New opportunities and challenges Journal of Process Control. 18: 839-845. DOI: 10.1016/J.Jprocont.2008.06.005  0.655
2008 Amrit R, Rawlings JB. Economically optimizing model predictive control Aiche Annual Meeting, Conference Proceedings.  0.789
2007 Mastny EA, Haseltine EL, Rawlings JB. Two classes of quasi-steady-state model reductions for stochastic kinetics. The Journal of Chemical Physics. 127: 094106. PMID 17824731 DOI: 10.1063/1.2764480  0.734
2007 Doshi K, Venkat A, Gudi R, Rawlings J. An Iterative, Direct Closed Loop Identification Method For Model Refinement: Application to Interaction Estimation. Ifac Proceedings Volumes. 40: 231-236. DOI: 10.3182/20070606-3-Mx-2915.00086  0.798
2007 Middlebrooks SA, Rawlings JB. Model predictive control of Si1-xGex thin film chemical-vapor deposition Ieee Transactions On Semiconductor Manufacturing. 20: 114-125. DOI: 10.1109/TSM.2007.895203  0.788
2007 Rajamani MR, Rawlings JB. Improved state estimation using a combination of moving horizon estimator and particle filters Proceedings of the American Control Conference. 4443-4444. DOI: 10.1109/ACC.2007.4283068  0.803
2007 Wu Z, Rajamani MR, Rawlings JB, Stoustrup J. Application of an autocovariance Least - Squares method for model predictive control of hybrid ventilation in livestock stables Proceedings of the American Control Conference. 3630-3635. DOI: 10.1109/ACC.2007.4282624  0.829
2007 Pannocchia G, Rawlings JB, Wright SJ. Fast, large-scale model predictive control by partial enumeration Automatica. 43: 852-860. DOI: 10.1016/J.Automatica.2006.10.019  0.454
2007 Venkat AN, Rawlings JB, Wright SJ. Distributed model predictive control of large-scale systems Lecture Notes in Control and Information Sciences. 358: 591-605. DOI: 10.1007/978-3-540-72699-9_50  0.794
2006 Mastny EA, Haseltine EL, Rawlings JB. Stochastic simulation of catalytic surface reactions in the fast diffusion limit. The Journal of Chemical Physics. 125: 194715. PMID 17129158 DOI: 10.1063/1.2390696  0.713
2006 Middlebrooks SA, Rawlings JB. State estimation approach for determining composition and growth rate of Si1-xGex chemical vapor deposition utilizing real-time ellipsometric measurements. Applied Optics. 45: 7043-55. PMID 16946783 DOI: 10.1364/Ao.45.007043  0.776
2006 Venkat AN, Hiskens IA, Rawlings JB, Wright SJ. Distributed MPC strategies for automatic generation control Ifac Proceedings Volumes (Ifac-Papersonline). 5: 383-388. DOI: 10.3182/20060625-4-Ca-2906.00070  0.796
2006 Middlebrooks SA, Rawlings JB. State estimation approach for determining composition and growth rate of Si<inf>1-x</inf>Ge<inf>x</inf> chemical vapor deposition utilizing real-time ellipsometric measurements Applied Optics. 45: 7043-7055. DOI: 10.1364/AO.45.007043  0.776
2006 Odelson BJ, Lutz A, Rawlings JB. The autocovariance least-squares method for estimating covariances: Application to model-based control of chemical reactors Ieee Transactions On Control Systems Technology. 14: 532-540. DOI: 10.1109/Tcst.2005.860519  0.823
2006 Larsen PA, Patience DB, Rawlings JB. Industrial crystallization process control Ieee Control Systems Magazine. 26: 70-80. DOI: 10.1109/Mcs.2006.1657878  0.773
2006 Rawlings JB, Bakshi BR. Particle filtering and moving horizon estimation Computers and Chemical Engineering. 30: 1529-1541. DOI: 10.1016/J.Compchemeng.2006.05.031  0.314
2006 Odelson BJ, Rajamani MR, Rawlings JB. A new autocovariance least-squares method for estimating noise covariances Automatica. 42: 303-308. DOI: 10.1016/J.Automatica.2005.09.006  0.801
2006 Gudi RD, Rawlings JB. Identification for decentralized model predictive control Aiche Journal. 52: 2198-2210. DOI: 10.1002/Aic.10781  0.408
2006 Rajamani MR, Rawlings JB. Estimation of noise covariances and disturbance structure from data using least squares with optimal weighting Aiche Annual Meeting, Conference Proceedings.  0.815
2006 Venkat AN, Rawlings JB, Wright SJ. Implementable distributed model predictive control with guaranteed performance properties Proceedings of the American Control Conference. 2006: 613-618.  0.779
2006 Venkat AN, Hiskens IA, Rawlings JB, Wright SJ. Distributed output feedback MPC for power system control Proceedings of the Ieee Conference On Decision and Control. 4038-4045.  0.812
2005 Haseltine EL, Rawlings JB. On the origins of approximations for stochastic chemical kinetics. The Journal of Chemical Physics. 123: 164115. PMID 16268689 DOI: 10.1063/1.2062048  0.727
2005 Venkat AN, Rawlings JB, Wright SJ. Stability and optimality of distributed model predictive control Proceedings of the 44th Ieee Conference On Decision and Control, and the European Control Conference, Cdc-Ecc '05. 2005: 6680-6685. DOI: 10.1109/CDC.2005.1583235  0.802
2005 Haseltine EL, Rawlings JB. Critical evaluation of extended Kalman filtering and moving-horizon estimation Industrial and Engineering Chemistry Research. 44: 2451-2460. DOI: 10.1021/Ie034308L  0.78
2005 Haseltine EL, Rawlings JB, Yin J. Dynamics of viral infections: Incorporating both the intracellular and extracellular levels Computers and Chemical Engineering. 29: 675-686. DOI: 10.1016/J.Compchemeng.2004.08.022  0.733
2005 Haseltine EL, Patience DB, Rawlings JB. On the stochastic simulation of particulate systems Chemical Engineering Science. 60: 2627-2641. DOI: 10.1016/J.Ces.2004.05.038  0.798
2005 Pannocchia G, Laachi N, Rawlings JB. A candidate to replace PID control: SISO-constrained LQ control Aiche Journal. 51: 1178-1189. DOI: 10.1002/Aic.10373  0.485
2005 Venkat AN, Rawlings JB, Wright SJ. A framework for integrating model predictive controllers to control large-scale systems Aiche Annual Meeting, Conference Proceedings. 6146-6148.  0.809
2005 Mastny EA, Rawlings JB, Kevrekidis YG. Model-based control methodologies for catalytic surface reactions Proceedings of the American Control Conference. 4: 2534-2539.  0.327
2004 Tenny MJ, Wright SJ, Rawlings JB. Nonlinear model predictive control via feasibility-perturbed sequential quadratic programming Computational Optimization and Applications. 28: 87-121. DOI: 10.1023/B:Coap.0000018880.63497.Eb  0.804
2004 Patience DB, Dell'orco PC, Rawlings JB. Optimal operation of a seeded pharmaceutical crystallization with growth-dependent dispersion Organic Process Research and Development. 8: 609-615. DOI: 10.1021/Op0340917  0.772
2004 Pannocchia G, Laachi N, Rawlings JB. A Fast, Easily Tuned, SISO, Model Predictive Controller Ifac Proceedings Volumes. 37: 907-912. DOI: 10.1016/S1474-6670(17)31925-0  0.494
2004 Jørgensen JB, Rawlings JB, Jørgensen SB. Numerical Methods for Large Scale Moving Horizon Estimation and Control Ifac Proceedings Volumes. 37: 895-900. DOI: 10.1016/S1474-6670(17)31923-7  0.436
2004 Venkat AN, Rawlings JB, Wright SJ. Plant-Wide Optimal Control with Decentralized MPC Ifac Proceedings Volumes. 37: 589-594. DOI: 10.1016/S1474-6670(17)31873-6  0.803
2004 Gudi R, Rawlings J, Venkat A, Jabbar N. Identification for Decentralized MPC Ifac Proceedings Volumes. 37: 299-304. DOI: 10.1016/S1474-6670(17)31827-X  0.771
2004 Wang YJ, Rawlings JB. A new robust model predictive control method I: Theory and computation Journal of Process Control. 14: 231-247. DOI: 10.1016/S0959-1524(02)00133-6  0.449
2004 Wang YJ, Rawlings JB. A new robust model predictive control method. II: Examples Journal of Process Control. 14: 249-262. DOI: 10.1016/S0959-1524(02)00132-4  0.477
2004 Tenny MJ, Rawlings JB, Wright SJ. Closed-loop behavior of nonlinear model predictive control Aiche Journal. 50: 2142-2154. DOI: 10.1002/Aic.10177  0.829
2003 Pannocchia G, Wright SJ, Rawlings JB. Existence and computation of infinite horizon model predictive control with active steady-state input constraints Ieee Transactions On Automatic Control. 48: 1002-1006. DOI: 10.1109/Tac.2003.812783  0.43
2003 Rao CV, Rawlings JB, Mayne DQ. Constrained state estimation for nonlinear discrete-time systems: Stability and moving horizon approximations Ieee Transactions On Automatic Control. 48: 246-258. DOI: 10.1109/Tac.2002.808470  0.625
2003 Bindlish R, Rawlings JB. Target Linearization and Model Predictive Control of Polymerization Processes Aiche Journal. 49: 2885-2899. DOI: 10.1002/Aic.690491119  0.796
2003 Bindlish R, Rawlings JB, Young RE. Parameter estimation for industrial polymerization processes Aiche Journal. 49: 2071-2078. DOI: 10.1002/Aic.690490816  0.77
2003 Pannocchia G, Rawlings JB. Disturbance models for offset-free model-predictive control Aiche Journal. 49: 426-437. DOI: 10.1002/Aic.690490213  0.42
2003 Odelson BJ, Rawlings JB. Online monitoring of MPC disturbance models using closed-loop data Proceedings of the American Control Conference. 3: 2714-2719.  0.813
2002 Tenny MJ, Rawlings JB. Efficient moving horizon estimation and nonlinear model predictive control Proceedings of the American Control Conference. 6: 4475-4480. DOI: 10.1109/ACC.2002.1025355  0.383
2002 Haseltine EL, Rawlings JB. Approximate simulation of coupled fast and slow reactions for stochastic chemical kinetics Journal of Chemical Physics. 117: 6959-6969. DOI: 10.1063/1.1505860  0.727
2002 Rao CV, Rawlings JB. Constrained process monitoring: Moving-horizon approach Aiche Journal. 48: 97-109. DOI: 10.1002/Aic.690480111  0.62
2001 Rao CV, Rawlings JB, Lee JH. Constrained linear state estimation - A moving horizon approach Automatica. 37: 1619-1628. DOI: 10.1016/S0005-1098(01)00115-7  0.617
2001 Mayne D, Rawlings J. Correction to “Constrained model predictive control: stability and optimality” Automatica. 37: 483. DOI: 10.1016/S0005-1098(00)00173-4  0.379
2001 Patience DB, Rawlings JB, Mohameed HA. Crystallization of para-xylene in scraped-surface crystallizers Aiche Journal. 47: 2441-2451. DOI: 10.1002/Aic.690471108  0.764
2001 Patience DB, Rawlings JB. Particle-shape monitoring and control in crystallization processes Aiche Journal. 47: 2125-2130. DOI: 10.1002/Aic.690470922  0.771
2000 Rawlings JB. Tutorial overview of model predictive control Ieee Control Systems Magazine. 20: 38-52. DOI: 10.1109/37.845037  0.434
2000 Rao CV, Rawlings JB. Linear programming and model predictive control Journal of Process Control. 10: 283-289. DOI: 10.1016/S0959-1524(99)00034-7  0.608
2000 Mayne DQ, Rawlings JB, Rao CV, Scokaert POM. Constrained model predictive control: Stability and optimality Automatica. 36: 789-814. DOI: 10.1016/S0005-1098(99)00214-9  0.646
1999 Scokaert POM, Mayne DQ, Rawlings JB. Suboptimal model predictive control (feasibility implies stability) Ieee Transactions On Automatic Control. 44: 648-654. DOI: 10.1109/9.751369  0.445
1999 Scokaert POM, Rawlings JB. Feasibility issues in linear model predictive control Aiche Journal. 45: 1649-1659. DOI: 10.1002/Aic.690450805  0.445
1999 Rao CV, Rawlings JB. Steady states and constraints in model predictive control Aiche Journal. 45: 1266-1278. DOI: 10.1002/Aic.690450612  0.613
1999 Tavare NS, Rawlings JB, Patience DB. Letter to the editor [2] (multiple letters) Aiche Journal. 45: 1840-1843.  0.728
1998 Scokaert POM, Rawlings JB. Constrained linear quadratic regulation Ieee Transactions On Automatic Control. 43: 1163-1169. DOI: 10.1109/9.704994  0.422
1998 Rao CV, Wright SJ, Rawlings JB. Application of interior-point methods to model predictive control Journal of Optimization Theory and Applications. 99: 723-757. DOI: 10.1023/A:1021711402723  0.448
1998 Rao CV, Rawlings JB. Optimization Strategies for Linear Model Predictive Control Ifac Proceedings Volumes. 31: 41-46. DOI: 10.1016/S1474-6670(17)44904-4  0.618
1998 Campbell JC, Rawlings JB. Predictive control of sheet and film‐forming processes Aiche Journal. 44: 1713-1723. DOI: 10.1002/Aic.690440802  0.493
1998 Matthews HB, Rawlings JB. Batch crystallization of a photochemical: modeling, control, and filtration Aiche Journal. 44: 1119-1127. DOI: 10.1002/Aic.690440510  0.392
1998 Campbell JC, Rawlings JB. Predictive control of sheet- and film-forming processes Aiche Journal. 44: 1713-1723.  0.377
1997 Scokaert POM, Rawlings JB, Meadows ES. Discrete-time stability with perturbations: Application to model predictive control Automatica. 33: 463-469. DOI: 10.1016/S0005-1098(96)00213-0  0.457
1996 Scokaert PO, Rawlings JB. Infinite Horizon Linear Quadratic Control with Constraints Ifac Proceedings Volumes. 29: 5905-5910. DOI: 10.1016/S1474-6670(17)58626-7  0.433
1996 Campbell JC, Rawlings JB. Identification and Control of Sheet Forming Processes Ifac Proceedings Volumes. 29: 5853-5858. DOI: 10.1016/S1474-6670(17)58617-6  0.407
1996 Matthews HB, Miller SM, Rawlings JB. Model identification for crystallization: Theory and experimental verification Powder Technology. 88: 227-235. DOI: 10.1016/S0032-5910(96)03125-7  0.43
1996 Fordyce AP, Rawlings JB. Segregated Fermentation Model for Growth and Differentiation of Bacillus licheniformis Aiche Journal. 42: 3241-3252. DOI: 10.1002/Aic.690421125  0.369
1996 Robertson DG, Lee JH, Rawlings JB. A moving horizon‐based approach for least‐squares estimation Aiche Journal. 42: 2209-2224. DOI: 10.1002/Aic.690420811  0.381
1996 Rawlings JB, Chien IL. Gage Control of Film and Sheet-Forming Processes Aiche Journal. 42: 753-766. DOI: 10.1002/Aic.690420315  0.376
1995 Meadows ES, Henson MA, Eaton JW, Rawlings JB. Receding horizon control and discontinuous state feedback stabilization International Journal of Control. 62: 1217-1229. DOI: 10.1080/00207179508921593  0.394
1995 Scokaert PO, Rawlings JB. Stability of Model Predictive Control under Perturbations Ifac Proceedings Volumes. 28: 19-24. DOI: 10.1016/S1474-6670(17)46799-1  0.455
1994 Rawlings J, Meadows E, Muske K. Nonlinear Model Predictive Control: A Tutorial and Survey Ifac Proceedings Volumes. 27: 185-197. DOI: 10.1016/S1474-6670(17)48151-1  0.473
1994 Miller SM, Rawlings JB. Model identification and control strategies for batch cooling crystallizers Aiche Journal. 40: 1312-1327. DOI: 10.1002/Aic.690400805  0.464
1993 Rawlings JB, Muske KR. The Stability of Constrained Receding Horizon Control Ieee Transactions On Automatic Control. 38: 1512-1516. DOI: 10.1109/9.241565  0.423
1993 Rawlings JB, Miller SM, Witkowski WR. Model identification and control of solution crystallization processes: a review Industrial & Engineering Chemistry Research. 32: 1275-1296. DOI: 10.1021/Ie00019A002  0.36
1993 Muske KR, Rawlings JB. Linear model predictive control of unstable processes Journal of Process Control. 3: 85-96. DOI: 10.1016/0959-1524(93)80004-U  0.482
1993 Muske KR, Rawlings JB. Model predictive control with linear models Aiche Journal. 39: 262-287. DOI: 10.1002/Aic.690390208  0.478
1992 Eaton JW, Rawlings JB. Model-Predictive Control of Chemical Processes Chemical Engineering Science. 47: 705-720. DOI: 10.1016/0009-2509(92)80263-C  0.47
1990 PATWARDHAN AA, RAWLINGS JB, EDGAR TF. NONLINEAR MODEL PREDICTIVE CONTROL Chemical Engineering Communications. 87: 123-141. DOI: 10.1080/00986449008940687  0.451
1990 Eaton JW, Rawlings JB. Feedback control of chemical processes using on-line optimization techniques Computers and Chemical Engineering. 14: 469-479. DOI: 10.1016/0098-1354(90)87021-G  0.474
1989 Patwardhan A, Rawlings J, Edgar T. Model Predictive Control of Nonlinear Processes in the Presence of Constraints Ifac Proceedings Volumes. 22: 345-349. DOI: 10.1016/S1474-6670(17)53659-9  0.498
1989 Rawlings J, Jerome N, Hamer J, Bruemmer T. End-Point Control in Semi-Batch Chemical Reactors Ifac Proceedings Volumes. 22: 339-344. DOI: 10.1016/S1474-6670(17)53377-7  0.323
1988 Eaton J, Rawlings J, Edgar T. Model-predictive control and sensitivity analysis for constrained nonlinear processes Ifac Proceedings Volumes. 21: 129-135. DOI: 10.1016/B978-0-08-035735-5.50022-X  0.463
1988 Rawlings JB, Ray WH. MODELING OF BATCH AND CONTINUOUS EMULSION POLYMERIZATION REACTORS. PART II: COMPARISON WITH EXPERIMENTAL DATA FROM CONTINUOUS STIRRED TANK REACTORS Polymer Engineering and Science. 28: 257-274. DOI: 10.1002/Pen.760280503  0.358
1988 Rawlings JB, Ray WH. MODELING OF BATCH AND CONTINUOUS EMULSION POLYMERIZATION REACTORS. PART I: MODEL FORMULATION AND SENSITIVITY TO PARAMETERS Polymer Engineering and Science. 28: 237-256. DOI: 10.1002/Pen.760280502  0.363
1987 Witkowski WR, Rawlings JB. MODELLING AND CONTROL OF CRYSTALLIZERS Proceedings of the American Control Conference. 1400-1405. DOI: 10.1016/0032-5910(92)85002-D  0.379
1987 Rawlings JB, Ray WH. Stability of continuous emulsion polymerization reactors: A detailed model analysis Chemical Engineering Science. 42: 2767-2777. DOI: 10.1016/0009-2509(87)87028-8  0.342
1987 Rawlings JB, Ray WH. EMULSION POLYMERIZATION REACTOR STABILITY: SIMPLIFIED MODEL ANALYSIS Aiche Journal. 33: 1663-1677. DOI: 10.1002/Aic.690331010  0.304
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