A novel adaptive surrogate modeling‐based algorithm for simultaneous optimization of sequential batch process scheduling and dynamic operations

[1]  Donald R. Jones,et al.  Constrained Efficient Global Optimization of Expensive Black-box Functions , 2022, ICML.

[2]  Slawomir Koziel,et al.  Computational Optimization, Methods and Algorithms , 2016, Computational Optimization, Methods and Algorithms.

[3]  L. Biegler,et al.  Discrete Time Formulation for the Integration of Scheduling and Dynamic Optimization , 2015 .

[4]  Fengqi You,et al.  Novel Optimization Model and Efficient Solution Method for Integrating Dynamic Optimization with Process Operations of Continuous Manufacturing Processes , 2015 .

[5]  Michael Baldea,et al.  Integrated production scheduling and process control: A systematic review , 2014, Comput. Chem. Eng..

[6]  Fengqi You,et al.  Integrated Planning, Scheduling, and Dynamic Optimization for Batch Processes: MINLP Model Formulation and Efficient Solution Methods via Surrogate Modeling , 2014 .

[7]  David C. Miller,et al.  Learning surrogate models for simulation‐based optimization , 2014 .

[8]  Fengqi You,et al.  Moving horizon approach of integrating scheduling and control for sequential batch processes , 2014 .

[9]  Fengqi You,et al.  Integrated Scheduling and Dynamic Optimization by Stackelberg Game: Bilevel Model Formulation and Efficient Solution Algorithm , 2014 .

[10]  J. Gong,et al.  Optimal Design and Synthesis of Algal Biorefinery Processes for Biological Carbon Sequestration and Utilization with Zero Direct Greenhouse Gas Emissions: MINLP Model and Global Optimization Algorithm , 2014 .

[11]  Lorenz T. Biegler,et al.  Multi-scale optimization for process systems engineering , 2014, Comput. Chem. Eng..

[12]  Fengqi You,et al.  Integration of Scheduling and Dynamic Optimization of Batch Processes under Uncertainty: Two-Stage Stochastic Programming Approach and Enhanced Generalized Benders Decomposition Algorithm , 2013 .

[13]  Gonzalo Guillén-Gosálbez,et al.  Integrating process dynamics within batch process scheduling via mixed-integer dynamic optimization , 2013 .

[14]  Fengqi You,et al.  Efficient scheduling method of complex batch processes with general network structure via agent‐based modeling , 2013 .

[15]  Fengqi You,et al.  Integrated Scheduling and Dynamic Optimization of Sequential Batch Processes with Online Implementation , 2013 .

[16]  Fengqi You,et al.  Integrated Scheduling and Dynamic Optimization of Complex Batch Processes with General Network Structure Using a Generalized Benders Decomposition Approach , 2013 .

[17]  Fengqi You,et al.  Planning and scheduling of flexible process networks under uncertainty with stochastic inventory: MINLP models and algorithm , 2013 .

[18]  Ignacio E. Grossmann,et al.  Advances in mathematical programming models for enterprise-wide optimization , 2012, Comput. Chem. Eng..

[19]  Lorenz T. Biegler,et al.  Integrated scheduling and dynamic optimization of batch processes using state equipment networks , 2012 .

[20]  Marianthi G. Ierapetritou,et al.  Integration of Scheduling and Control with Closed Loop Implementation , 2012 .

[21]  John M. Wassick,et al.  Extending the resource task network for industrial applications , 2011, Comput. Chem. Eng..

[22]  Elisabet Capón-García,et al.  Improved short-term batch scheduling flexibility using variable recipes , 2011 .

[23]  Fengqi You,et al.  Stochastic inventory management for tactical process planning under uncertainties: MINLP models and algorithms , 2011 .

[24]  Ignacio E. Grossmann,et al.  Simultaneous scheduling and control of multiproduct continuous parallel lines , 2010 .

[25]  Piet Demeester,et al.  A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design , 2010, J. Mach. Learn. Res..

[26]  Andy J. Keane,et al.  Engineering Design via Surrogate Modelling - A Practical Guide , 2008 .

[27]  Andreas Kroll,et al.  Integrated scheduling and dynamic optimization of grade transitions for a continuous polymerization reactor , 2008, Comput. Chem. Eng..

[28]  L. Biegler.  An overview of simultaneous strategies for dynamic optimization , 2007 .

[29]  Luis Puigjaner,et al.  Optimal Reactive Scheduling of Manufacturing Plants with Flexible Batch Recipes , 2007 .

[30]  Gintaras V. Reklaitis,et al.  Enterprise-wide modeling & optimization - An overview of emerging research challenges and opportunities , 2007, Comput. Chem. Eng..

[31]  G. Gary Wang,et al.  Review of Metamodeling Techniques in Support of Engineering Design Optimization , 2007, DAC 2006.

[32]  Ignacio E. Grossmann,et al.  Simultaneous Cyclic Scheduling and Control of a Multiproduct CSTR Reactor , 2006 .

[33]  Jaime Cerdá,et al.  State-of-the-art review of optimization methods for short-term scheduling of batch processes , 2006, Comput. Chem. Eng..

[34]  Rüdiger Franke,et al.  Production campaign planning including grade transition sequencing and dynamic optimization , 2005, Comput. Chem. Eng..

[35]  Ignacio E. Grossmann,et al.  Enterprise‐wide optimization: A new frontier in process systems engineering , 2005 .

[36]  Christodoulos A. Floudas,et al.  Continuous-time versus discrete-time approaches for scheduling of chemical processes: a review , 2004, Comput. Chem. Eng..

[37]  Thomas L. Magnanti,et al.  A Comparison of Mixed - Integer Programming Models for Nonconvex Piecewise Linear Cost Minimization Problems , 2003, Manag. Sci..

[38]  Efstratios N. Pistikopoulos,et al.  New algorithms for mixed-integer dynamic optimization , 2003, Comput. Chem. Eng..

[39]  L. Biegler,et al.  Advances in simultaneous strategies for dynamic process optimization , 2002 .

[40]  Chris N. Potts,et al.  Scheduling with batching: A review , 2000, Eur. J. Oper. Res..

[41]  C. Pantelides,et al.  Design of integrated batch processes with discrete and continuous equipment sizes , 1999 .

[42]  Paul I. Barton,et al.  Mixed-integer dynamic optimization I: problem formulation , 1999 .

[43]  Nilay Shah,et al.  On the design of multicomponent batch distillation columns , 1998 .

[44]  L. Biegler,et al.  Dynamic Optimization in the Design and Scheduling of Multiproduct Batch Plants , 1996 .

[45]  J. M. Pinto,et al.  A Continuous Time Mixed Integer Linear Programming Model for Short Term Scheduling of Multistage Batch Plants , 1995 .

[46]  Nilay Shah,et al.  Synthesis of batch reaction/distillation processes using detailed dynamic models , 1995 .

[47]  K. Holmberg.  Solving the staircase cost facility location problem with decomposition and piecewise linearization , 1994 .

[48]  Laurence A. Wolsey,et al.  Modelling piecewise linear concave costs in a tree partitioning problem , 1994, Discret. Appl. Math..

[49]  Karel J. Keesman,et al.  Application of flexible recipes for model building, batch process optimization and control , 1993 .

[50]  J. E. Cuthrell,et al.  On the optimization of differential-algebraic process systems , 1987 .

[51]  F. Glover.  IMPROVED LINEAR INTEGER PROGRAMMING FORMULATIONS OF NONLINEAR INTEGER PROBLEMS , 1975 .

[52]  Lorenz T. Biegler,et al.  Technology Advances for Dynamic Real-Time Optimization , 2009 .

[53]  Andy J. Keane,et al.  Recent advances in surrogate-based optimization , 2009 .

[54]  Thomas L. Magnanti,et al.  Variable Disaggregation in Network Flow Problems with Piecewise Linear Costs , 2007, Oper. Res..

[55]  Luis Puigjaner,et al.  A mathematical programming approach including flexible recipes to batch operation rescheduling , 2006 .

[56]  Raphael T. Haftka,et al.  Surrogate-based Analysis and Optimization , 2005 .

[57]  Søren Nymand Lophaven,et al.  DACE - A Matlab Kriging Toolbox , 2002 .

[58]  Gintaras V. Reklaitis,et al.  Overview of Scheduling and Planning of Batch Process Operations , 1996 .

[59]  Alison J. Burnham,et al.  Frameworks for latent variable multivariate regression , 1996 .

[60]  J. E. Cuthrell,et al.  Simultaneous optimization and solution methods for batch reactor control profiles , 1989 .

[61]  L. Biegler.  Solution of dynamic optimization problems by successive quadratic programming and orthogonal collocation , 1984 .