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Rodríguez Vera HU, Ricardez-Sandoval LA. Integration of Scheduling and Control for Chemical Batch Plants under Stochastic Uncertainty: A Back-Off Approach. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.1c04386] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Patilas CS, Kookos IK. Algorithmic Approach to the Simultaneous Design and Control Problem. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c01855] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Christos S. Patilas
- Department of Chemical Engineering, University of Patras, Rio, Patras 26504, Greece
- Research Infrastructure for Waste Valorization and Sustainable Management of Resources, University of Patras, Rio, Patras 26504, Greece
| | - Ioannis K. Kookos
- Department of Chemical Engineering, University of Patras, Rio, Patras 26504, Greece
- Research Infrastructure for Waste Valorization and Sustainable Management of Resources, University of Patras, Rio, Patras 26504, Greece
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Patilas CS, Kookos IK. A quadratic approximation of the back-off methodology for the control structure selection problem. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.107114] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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5
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Rafiei M, Ricardez-Sandoval LA. Integration of design and control for industrial-scale applications under uncertainty: a trust region approach. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.107006] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Xie FM, Xu F, Liang ZS, Luo XL. Full cycle dynamic optimisation maintaining the operation margin of acetylene hydrogenation fixed-bed reactor. J Taiwan Inst Chem Eng 2020. [DOI: 10.1016/j.jtice.2020.01.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Rafiei M, Ricardez‐Sandoval LA. A trust‐region framework for integration of design and control. AIChE J 2020. [DOI: 10.1002/aic.16922] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Mina Rafiei
- Department of Chemical EngineeringUniversity of Waterloo Waterloo Canada
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Rafiei M, Ricardez-Sandoval LA. New frontiers, challenges, and opportunities in integration of design and control for enterprise-wide sustainability. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2019.106610] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Valdez-Navarro YI, Ricardez-Sandoval LA. A Novel Back-off Algorithm for Integration of Scheduling and Control of Batch Processes under Uncertainty. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b04963] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Bankole T, Bhattacharyya D, Gebreslassie B, Diwekar U. A biomimetic approach to fast selection of optimal controlled variables using multiagent algorithms and a decomposition approach. Chem Eng Sci 2019. [DOI: 10.1016/j.ces.2019.04.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Bottari A, Marchetti PA, Marchetti AG. Self-Optimizing Steady-State Back-Off Approach for Control Structure Selection. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.8b06296] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Agustín Bottari
- CIFASIS, CONICET-Universidad Nacional de Rosario (UNR), Rosario S2000EZP, Argentina
| | - Pablo A. Marchetti
- Instituto de Desarrollo Tecnológico para la Industria Química (INTEC), CONICET-UNL, 3000 Santa Fe, Argentina
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12
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Towards the Grand Unification of Process Design, Scheduling, and Control—Utopia or Reality? Processes (Basel) 2019. [DOI: 10.3390/pr7070461] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
As a founder of the Process Systems Engineering (PSE) discipline, Professor Roger W.H. Sargent had set ambitious goals for a systematic new generation of a process design paradigm based on optimization techniques with the consideration of future uncertainties and operational decisions. In this paper, we present a historical perspective on the milestones in model-based design optimization techniques and the developed tools to solve the resulting complex problems. We examine the progress spanning more than five decades, from the early flexibility analysis and optimal process design under uncertainty to more recent developments on the simultaneous consideration of process design, scheduling, and control. This formidable target towards the grand unification poses unique challenges due to multiple time scales and conflicting objectives. Here, we review the recent progress and propose future research directions.
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Gu S, Liu L, Zhang L, Bai Y, Wang S, Du J. Heat exchanger network synthesis integrated with flexibility and controllability. Chin J Chem Eng 2019. [DOI: 10.1016/j.cjche.2018.07.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Udugama IA, Taube MA, Mansouri SS, Kirkpatrick R, Gernaey KV, Yu W, Young BR. A Systematic Methodology for Comprehensive Economic Assessment of Process Control Structures. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.8b01883] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Isuru A. Udugama
- Department of Chemical & Materials Engineering, University of Auckland, Auckland, 1010, New Zealand
| | | | - Seyed Soheil Mansouri
- Process and Systems Engineering Centre (PROSYS), Department of Chemical and Biochemical Engineering, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark
| | - Robert Kirkpatrick
- Department of Chemical & Materials Engineering, University of Auckland, Auckland, 1010, New Zealand
| | - Krist V. Gernaey
- Process and Systems Engineering Centre (PROSYS), Department of Chemical and Biochemical Engineering, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark
| | - Wei Yu
- Department of Chemical & Materials Engineering, University of Auckland, Auckland, 1010, New Zealand
| | - Brent R. Young
- Department of Chemical & Materials Engineering, University of Auckland, Auckland, 1010, New Zealand
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Rafiei M, Ricardez-Sandoval LA. Stochastic Back-Off Approach for Integration of Design and Control Under Uncertainty. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.7b03935] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Mina Rafiei
- Department of Chemical Engineering, University of Waterloo, N2L 3G1 Waterloo, Canada
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Koller RW, Ricardez‐Sandoval LA, Biegler LT. Stochastic back‐off algorithm for simultaneous design, control, and scheduling of multiproduct systems under uncertainty. AIChE J 2018. [DOI: 10.1002/aic.16092] [Citation(s) in RCA: 52] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Robert W. Koller
- Dept. of Chemical EngineeringUniversity of WaterlooWaterloo ON N2L 3G1 Canada
| | | | - Lorenz T. Biegler
- Dept. of Chemical EngineeringCarnegie Mellon UniversityPittsburgh PA 15213
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Bîldea CS, Győrgy R, Brunchi CC, Kiss AA. Optimal design of intensified processes for DME synthesis. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.01.004] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Diangelakis NA, Burnak B, Katz J, Pistikopoulos EN. Process design and control optimization: A simultaneous approach by multi-parametric programming. AIChE J 2017. [DOI: 10.1002/aic.15825] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Affiliation(s)
- Nikolaos A. Diangelakis
- Centre for Process Systems Engineering, Dept. of Chemical Engineering; Imperial College London; London SW7 2AZ U.K
- Artie McFerrin Dept. of Chemical Engineering; Texas A&M University; College Station TX 77845
- Texas A&M Energy Institute; Texas A&M University; College Station TX 77845
| | - Baris Burnak
- Artie McFerrin Dept. of Chemical Engineering; Texas A&M University; College Station TX 77845
- Texas A&M Energy Institute; Texas A&M University; College Station TX 77845
| | - Justin Katz
- Artie McFerrin Dept. of Chemical Engineering; Texas A&M University; College Station TX 77845
- Texas A&M Energy Institute; Texas A&M University; College Station TX 77845
| | - Efstratios N. Pistikopoulos
- Artie McFerrin Dept. of Chemical Engineering; Texas A&M University; College Station TX 77845
- Texas A&M Energy Institute; Texas A&M University; College Station TX 77845
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Rafiei-Shishavan M, Mehta S, Ricardez-Sandoval LA. Simultaneous design and control under uncertainty: A back-off approach using power series expansions. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2016.12.015] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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Rafiei-Shishavan M, Ricardez-Sandoval LA. A Stochastic Approach for Integration of Design and Control under Uncertainty: A Back-off Approach Using Power Series Expansions. COMPUTER AIDED CHEMICAL ENGINEERING 2017. [DOI: 10.1016/b978-0-444-63965-3.50312-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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