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Advancements in Optimization and Control Techniques for Intensifying Processes. Processes (Basel) 2021. [DOI: 10.3390/pr9122150] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Process Intensification (PI) is a vast and growing area in Chemical Engineering, which deals with the enhancement of current technology to enable improved efficiency; energy, cost, and environmental impact reduction; small size; and better integration with the other equipment. Since process intensification results in novel, but complex, systems, it is necessary to rely on optimization and control techniques that can cope with such new processes. Therefore, this review presents some advancements in the field of process intensification that are worthy of exploring in detail in the coming years. At the end, several important open questions that can be taken into consideration in the coming years are listed.
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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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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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5
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Optimal design of superstructures for placing units and streams with multiple and ordered available locations. Part II: Rigorous design of catalytic distillation columns. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.106845] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Poureh A, Nobakhti A. Robust control design for an industrial wind turbine with HIL simulations. ISA TRANSACTIONS 2020; 103:252-265. [PMID: 32444213 DOI: 10.1016/j.isatra.2020.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Revised: 04/08/2020] [Accepted: 05/04/2020] [Indexed: 06/11/2023]
Abstract
This paper describes the design and implementation of a H∞-based robust controller for a commercial 2MW variable-speed variable-pitch wind turbine. The single controller is able to deliver specification performance for the entire full load region. Various aspects of modeling and design procedures including reduced order model validation, torsional mode damping of drivetrain and uncertainty estimation are explained in detail. To make the design more reliable and industrially attractive, simple routines for the derivation of required weighting functions are introduced. To investigate the benefits of the suggested design, its closed-loop performance is compared with the wind turbine's baseline controller and an alternative state-space controller proposed in the literature. This is first evaluated using a FAST-based simulator under IEC-61400 compatible scenarios. It is then verified by a real-life hardware in the loop simulator using an industrial PLC.
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Affiliation(s)
- Ali Poureh
- Power Plant Monitoring and Control Department, Niroo Research Institute, Dadman Blvd., Tehran, P.O. Box 14686-17151, Iran.
| | - Amin Nobakhti
- Electrical Engineering Department, Sharif University of Technology, Azadi Ave, Tehran, P.O. Box 11365-9363, Iran.
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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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Jiang Z, Agrawal R. Process intensification in multicomponent distillation: A review of recent advancements. Chem Eng Res Des 2019. [DOI: 10.1016/j.cherd.2019.04.023] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Gu S, Liu L, Zhang L, Bai Y, Du J. Optimization-Based Framework for Designing Dynamic Flexible Heat Exchanger Networks. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.8b04121] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Siwen Gu
- Institute of Chemical Process Systems Engineering, School of Chemical Engineering, Dalian University of Technology, Dalian, 116024, Liaoning China
| | - Linlin Liu
- Institute of Chemical Process Systems Engineering, School of Chemical Engineering, Dalian University of Technology, Dalian, 116024, Liaoning China
| | - Lei Zhang
- Institute of Chemical Process Systems Engineering, School of Chemical Engineering, Dalian University of Technology, Dalian, 116024, Liaoning China
| | - Yiyuan Bai
- Institute of Chemical Process Systems Engineering, School of Chemical Engineering, Dalian University of Technology, Dalian, 116024, Liaoning China
| | - Jian Du
- Institute of Chemical Process Systems Engineering, School of Chemical Engineering, Dalian University of Technology, Dalian, 116024, Liaoning China
- State Key Laboratory of Fine Chemicals, Dalian University of Technology, Dalian, 116024, Liaoning China
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Wu S, Guo K, Liu C, Qi W, Zhang T, Liu H. Design and control for a dividing-wall column with a partial condenser for pretreating an industrial multi-component reformed gasoline mixture. CAN J CHEM ENG 2018. [DOI: 10.1002/cjce.23166] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Shengbo Wu
- School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 P. R. China
- State Key Laboratory of Chemical Engineering; Tianjin University; Tianjin 300072 P. R. China
| | - Kai Guo
- School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 P. R. China
- State Key Laboratory of Chemical Engineering; Tianjin University; Tianjin 300072 P. R. China
| | - Chunjiang Liu
- School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 P. R. China
- State Key Laboratory of Chemical Engineering; Tianjin University; Tianjin 300072 P. R. China
| | - Wenzhe Qi
- School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 P. R. China
- State Key Laboratory of Chemical Engineering; Tianjin University; Tianjin 300072 P. R. China
| | - Ting Zhang
- School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 P. R. China
- State Key Laboratory of Chemical Engineering; Tianjin University; Tianjin 300072 P. R. China
| | - Hui Liu
- School of Chemical Engineering and Technology; Tianjin University; Tianjin 300072 P. R. China
- State Key Laboratory of Chemical Engineering; Tianjin University; Tianjin 300072 P. R. China
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Chan LLT, Chen J. Economic model predictive control of distillation startup based on probabilistic approach. Chem Eng Sci 2018. [DOI: 10.1016/j.ces.2018.04.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Zhou M, Cai Y, Su H, Wozny G, Pan H. A survey on applications of optimization-based integrating process design and control for chemical processes. CHEM ENG COMMUN 2018. [DOI: 10.1080/00986445.2018.1451991] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- Mengfei Zhou
- College of Chemical Engineering, Zhejiang University of Technology, Hangzhou, PR China
| | - Yijun Cai
- College of Chemical Engineering, Zhejiang University of Technology, Hangzhou, PR China
| | - Hongye Su
- State Key Laboratory of Industrial Control Technology, Institute of Cyber-Systems and Control, Zhejiang University, Hangzhou, PR China
| | - Günter Wozny
- Chair of Process Dynamics and Operation, Sekr. KWT-9, Berlin Institute of Technology, Berlin, Germany
| | - Haitian Pan
- College of Chemical Engineering, Zhejiang University of Technology, Hangzhou, PR China
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Bernal DE, Carrillo-Diaz C, Gómez JM, Ricardez-Sandoval LA. Simultaneous Design and Control of Catalytic Distillation Columns Using Comprehensive Rigorous Dynamic Models. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.7b04205] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- David E. Bernal
- Department of Chemical
Engineering, Carnegie Mellon University 5000 Forbes Avenue, Pittsburgh, Pennsylvania 15232, United States of America
| | - Carolina Carrillo-Diaz
- Grupo
de Diseño de Productos y Procesos, Departamento de Ingeniería
Química, Universidad de los Andes. Carrera 1 Number 18A-10, Bogotá 111711, Colombia
| | - Jorge M. Gómez
- Grupo
de Diseño de Productos y Procesos, Departamento de Ingeniería
Química, Universidad de los Andes. Carrera 1 Number 18A-10, Bogotá 111711, Colombia
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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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Koller RW, Ricardez-Sandoval LA. A dynamic optimization framework for integration of design, control and scheduling of multi-product chemical processes under disturbance and uncertainty. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.05.007] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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17
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Probabilistic uncertainty based simultaneous process design and control with iterative expected improvement model. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.07.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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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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19
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20
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Systematic integrated process design and control of reactive distillation processes involving multi-elements. Chem Eng Res Des 2016. [DOI: 10.1016/j.cherd.2016.07.010] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Mehta S, Ricardez-Sandoval LA. Integration of Design and Control of Dynamic Systems under Uncertainty: A New Back-Off Approach. Ind Eng Chem Res 2016. [DOI: 10.1021/acs.iecr.5b03522] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Siddharth Mehta
- Department of Chemical Engineering, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada
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Xia Z, Zhao J. Steady-state optimization of chemical processes with guaranteed robust stability and controllability under parametric uncertainty and disturbances. Comput Chem Eng 2015. [DOI: 10.1016/j.compchemeng.2015.04.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Bahakim SS, Ricardez-Sandoval LA. Optimal Design of a Postcombustion CO2 Capture Pilot-Scale Plant under Process Uncertainty: A Ranking-Based Approach. Ind Eng Chem Res 2015. [DOI: 10.1021/ie5048253] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Sami S. Bahakim
- Department of Chemical Engineering, University of Waterloo, N2L 3G1 Waterloo, Canada
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Vega P, Lamanna de Rocco R, Revollar S, Francisco M. Integrated design and control of chemical processes – Part I: Revision and classification. Comput Chem Eng 2014. [DOI: 10.1016/j.compchemeng.2014.05.010] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Huang W, Qian Y, Shao Y, Qiu Y, Fan H. Delay Sensitivity Analysis for Typical Reactor Systems with Flexibility Consideration. Ind Eng Chem Res 2014. [DOI: 10.1021/ie501164y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Weiqing Huang
- School
of Chemistry and Environmental Engineering, Dongguan University of Technology, Dongguan, Guangdong 523808, PR China
| | - Yu Qian
- School
of Chemical Engineering, South China University of Technology, Guangzhou 510640, PR China
| | - Youyuan Shao
- School
of Chemistry and Environmental Engineering, Dongguan University of Technology, Dongguan, Guangdong 523808, PR China
| | - Yongfu Qiu
- School
of Chemistry and Environmental Engineering, Dongguan University of Technology, Dongguan, Guangdong 523808, PR China
| | - Hongbo Fan
- School
of Chemistry and Environmental Engineering, Dongguan University of Technology, Dongguan, Guangdong 523808, PR China
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Bahakim SS, Ricardez-Sandoval LA. Simultaneous design and MPC-based control for dynamic systems under uncertainty: A stochastic approach. Comput Chem Eng 2014. [DOI: 10.1016/j.compchemeng.2014.01.002] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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