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Moharir M, Pourkargar DB, Almansoori A, Daoutidis P. Graph representation and distributed control of diffusion-convection-reaction system networks. Chem Eng Sci 2019. [DOI: 10.1016/j.ces.2018.11.062] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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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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3
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Distributed control and optimization of process system networks: A review and perspective. Chin J Chem Eng 2019. [DOI: 10.1016/j.cjche.2018.08.027] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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4
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5
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Yin X, Liu J. Subsystem decomposition of process networks for simultaneous distributed state estimation and control. AIChE J 2018. [DOI: 10.1002/aic.16426] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Xunyuan Yin
- Dept. of Chemical and Materials EngineeringUniversity of Alberta Edmonton Alberta, T6G 1H9 Canada
| | - Jinfeng Liu
- Dept. of Chemical and Materials EngineeringUniversity of Alberta Edmonton Alberta, T6G 1H9 Canada
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6
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Daoutidis P, Tang W, Jogwar SS. Decomposing complex plants for distributed control: Perspectives from network theory. Comput Chem Eng 2018. [DOI: 10.1016/j.compchemeng.2017.10.015] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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7
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Yin X, Decardi-Nelson B, Liu J. Subsystem decomposition and distributed moving horizon estimation of wastewater treatment plants. Chem Eng Res Des 2018. [DOI: 10.1016/j.cherd.2018.04.032] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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8
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Tang W, Babaei Pourkargar D, Daoutidis P. Relative time‐averaged gain array (RTAGA) for distributed control‐oriented network decomposition. AIChE J 2018. [DOI: 10.1002/aic.16130] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Wentao Tang
- Dept. of Chemical Engineering and Materials ScienceUniversity of MinnesotaMinneapolis MN55455
| | | | - Prodromos Daoutidis
- Dept. of Chemical Engineering and Materials ScienceUniversity of MinnesotaMinneapolis MN55455
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Moharir M, Kang L, Daoutidis P, Almansoori A. Graph representation and decomposition of ODE/hyperbolic PDE systems. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.07.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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10
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Yin X, Liu J. Input-output pairing accounting for both structure and strength in coupling. AIChE J 2016. [DOI: 10.1002/aic.15511] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Xunyuan Yin
- Dept. of Chemical & Materials Engineering; University of Alberta; Edmonton AB Canada T6G 1H9
| | - Jinfeng Liu
- Dept. of Chemical & Materials Engineering; University of Alberta; Edmonton AB Canada T6G 1H9
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11
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12
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Heo S, Daoutidis P. Control‐relevant decomposition of process networks via optimization‐based hierarchical clustering. AIChE J 2016. [DOI: 10.1002/aic.15323] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Seongmin Heo
- Dept. of Chemical Engineering and Materials Science, University of MinnesotaMinneapolis MN55455
| | - Prodromos Daoutidis
- Dept. of Chemical Engineering and Materials Science, University of MinnesotaMinneapolis MN55455
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13
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Yin X, Arulmaran K, Liu J, Zeng J. Subsystem decomposition and configuration for distributed state estimation. AIChE J 2016. [DOI: 10.1002/aic.15170] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Xunyuan Yin
- Dept. of Chemical and Materials Engineering; University of Alberta; Edmonton AB Canada T6G 1H9
| | - Kevin Arulmaran
- Dept. of Chemical and Materials Engineering; University of Alberta; Edmonton AB Canada T6G 1H9
| | - Jinfeng Liu
- Dept. of Chemical and Materials Engineering; University of Alberta; Edmonton AB Canada T6G 1H9
| | - Jing Zeng
- Liaoning Province Key Laboratory of Control Technology for Chemical Processes; Shenyang University of Chemical Technology; Shenyang 110142 China
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Wallace M, Pon Kumar SS, Mhaskar P. Offset-Free Model Predictive Control with Explicit Performance Specification. Ind Eng Chem Res 2016. [DOI: 10.1021/acs.iecr.5b03772] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Matt Wallace
- Department
of Chemical Engineering, McMaster University, Hamilton, Ontario L8S
4L7, Canada
| | | | - Prashant Mhaskar
- Department
of Chemical Engineering, McMaster University, Hamilton, Ontario L8S
4L7, Canada
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15
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Heo S, Marvin WA, Daoutidis P. Automated synthesis of control configurations for process networks based on structural coupling. Chem Eng Sci 2015. [DOI: 10.1016/j.ces.2015.03.049] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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16
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17
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Heo S, Daoutidis P. Graph-Theoretic Analysis of Multitime Scale Dynamics in Complex Material Integrated Plants. Ind Eng Chem Res 2015. [DOI: 10.1021/acs.iecr.5b01232] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Seongmin Heo
- Department of Chemical Engineering
and Materials Science, University of Minnesota, Minnesota 55455, United States
| | - Prodromos Daoutidis
- Department of Chemical Engineering
and Materials Science, University of Minnesota, Minnesota 55455, United States
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