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Carrillo-Ahumada J, Nolasco-Hipólito C, Reynoso-Meza G, Ruiz-López II, García-Alvarado MA. A review from 1996 to 2021 of tuning methodologies and controller structures applied for an unstable/stable (bio)reactor with imperfect mixing and bypass. ISA TRANSACTIONS 2023; 138:460-473. [PMID: 36801141 DOI: 10.1016/j.isatra.2023.02.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 02/09/2023] [Accepted: 02/09/2023] [Indexed: 06/16/2023]
Abstract
This paper presents a critical review of tuning methodologies and controller structures applied to the Cholette bioreactor. This (bio)reactor has been studied extensively by the automatic control community from the point of view of controller structures and tuning methodologies, from controllers with a single structure to nonlinear controllers, and from the synthesis method to the frequency response. Therefore, new trends and opportunities of study have been detected with regard to their operating points, controller structures and tuning methodologies which could be addressed for this system.
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Affiliation(s)
- J Carrillo-Ahumada
- Ingeniería en Alimentos, Universidad del Papaloapan, Circuito Central 200, Col. Parque Industrial, 68301 Tuxtepec, Oaxaca, Mexico.
| | - C Nolasco-Hipólito
- Ingeniería en Alimentos, Universidad del Papaloapan, Circuito Central 200, Col. Parque Industrial, 68301 Tuxtepec, Oaxaca, Mexico
| | - G Reynoso-Meza
- Industrial and Systems Engineering Graduate Program (PPGEPS), Pontificia Universidade Católica do Paraná (PUCPR), Rua Imaculada Conceição, 1155, Zip Code 80215-901 Curitiba, PR, Brazil
| | - I I Ruiz-López
- Facultad de Ingeniería Química, Benemérita Universidad Autónoma de Puebla, Av. San Claudio y 18 Sur. Ciudad Universitaria, C.P. 72570 Puebla, Puebla, Mexico
| | - M A García-Alvarado
- Chemical and Biochemical Engineering Department, Tecnológico Nacional de México/I.T. Veracruz, Av. Miguel A. de Quevedo, 2779, Veracruz, Ver., Mexico
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Carrillo-Ahumada J, Reynoso-Meza G, Ruiz-López II, García-Alvarado MA. Analysis of open-loop and L 2∕D controlled closed-loop behavior of the Cholette's bioreactor under different operating conditions. ISA TRANSACTIONS 2020; 101:147-159. [PMID: 32057421 DOI: 10.1016/j.isatra.2020.01.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Revised: 01/28/2020] [Accepted: 01/29/2020] [Indexed: 06/10/2023]
Abstract
The scope of this paper is the analysis of open-loop and L2/D controlled closed-loop behavior of the Cholette's bioreactor under different operating conditions. The open-loop behavior is studied by means of the steady-state multiplicity areas formed by substrate feed concentration and substrate concentration in the output using the nonlinear model of the bioreactor. The stability of each steady-state inside areas is determined by a polynomial representation. The nonlinear dynamic and steady-state multiplicity areas of the Cholette's bioreactor are shown to depend on the operating conditions and concentration required. The closed-loop behavior is studied by the tuning of a set of Pareto-optimal L2/D linear controllers at a stable operating point. Numerical simulations and phase portraits are used to evaluate the control system. This paper could be a guide for theoretical and practical applications in the fields of biotechnology and automatic control.
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Affiliation(s)
- J Carrillo-Ahumada
- Institute of Applied Chemistry, Universidad del Papaloapan, Circuito Central 200, colonia Parque Industrial, Tuxtepec, Oax. 68301, Mexico.
| | - G Reynoso-Meza
- Industrial and Systems Engineering Graduate Program (PPGEPS), Pontificia Universidade Católica do Paraná (PUCPR), Rua Imaculada Conceição, 1155, Zip Code 80215-901 Curitiba, PR, Brazil
| | - I I Ruiz-López
- Faculty of Chemical Engineering, Benemérita Universidad Autónoma de Puebla, Av. San Claudio y 18 Sur S/N, Puebla, Pue. 72570, Mexico
| | - M A García-Alvarado
- Chemical and Biochemical Engineering Department, Tecnológico Nacional de México/I.T. Veracruz, Av. Miguel A. de Quevedo, 2779, Veracruz, Ver., Mexico
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3
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Decision making scheme of integration design and control under uncertainty for enhancing the economic performance of chemical processes with multiplicity behaviors. Chem Eng Res Des 2019. [DOI: 10.1016/j.cherd.2019.07.019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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4
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Determination of experimental and mathematical oscillatory conditions for Zymomonas mobilis with different death rates for viable and VBNC cells. Chem Eng Res Des 2017. [DOI: 10.1016/j.cherd.2017.05.027] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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5
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Kang X, Cheng H, Tong L, Chen L, Qi Z. Development of a bifurcation analysis approach based on gPROMS platform. Chin J Chem Eng 2016. [DOI: 10.1016/j.cjche.2016.05.025] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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6
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Roy N, Eljack F, Jiménez-Gutiérrez A, Zhang B, Thiruvenkataswamy P, El-Halwagi M, Mannan MS. A review of safety indices for process design. Curr Opin Chem Eng 2016. [DOI: 10.1016/j.coche.2016.07.001] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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7
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Khan F, Wang H, Yang M. Application of loss functions in process economic risk assessment. Chem Eng Res Des 2016. [DOI: 10.1016/j.cherd.2016.05.022] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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8
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New parameter tuning method of washout filter-aided controller for dynamic behavior adjustment. Chin J Chem Eng 2016. [DOI: 10.1016/j.cjche.2016.04.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Jiang H, Chen B. Study on dynamic behavior adjustment of nonlinear chemical processes. AIChE J 2016. [DOI: 10.1002/aic.15342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Hao Jiang
- Dept. of Chemical Engineering; Tsinghua University; Beijing 100084 P.R. China
| | - Bingzhen Chen
- Dept. of Chemical Engineering; Tsinghua University; Beijing 100084 P.R. China
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Luo L, Zhang N, Xia Z, Qiu T. Dynamics and stability analysis of gas-phase bulk polymerization of propylene. Chem Eng Sci 2016. [DOI: 10.1016/j.ces.2015.12.018] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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11
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Wang H, Khan F, Ahmed S, Imtiaz S. Dynamic quantitative operational risk assessment of chemical processes. Chem Eng Sci 2016. [DOI: 10.1016/j.ces.2015.11.034] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Xia Z, Zhao J. Robust Optimization of Index-2 Differential Algebraic Equations with Guaranteed Stability under Parametric Uncertainty: Application to a Reactor–Separator–Recycle Process. Ind Eng Chem Res 2015. [DOI: 10.1021/acs.iecr.5b01581] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Zhi Xia
- Department
of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Jinsong Zhao
- Department
of Chemical Engineering, Tsinghua University, Beijing 100084, China
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Wang H, Khan F, Ahmed S. Design of Scenario-Based Early Warning System for Process Operations. Ind Eng Chem Res 2015. [DOI: 10.1021/acs.iecr.5b02481] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Hangzhou Wang
- Safety and Risk Engineering
Group, Faculty of Engineering and Applied Science, Memorial University, St. John’s, Newfoundland and Labrador A1B
3X5, Canada
| | - Faisal Khan
- Safety and Risk Engineering
Group, Faculty of Engineering and Applied Science, Memorial University, St. John’s, Newfoundland and Labrador A1B
3X5, Canada
| | - Salim Ahmed
- Safety and Risk Engineering
Group, Faculty of Engineering and Applied Science, Memorial University, St. John’s, Newfoundland and Labrador A1B
3X5, Canada
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14
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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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Jiang H, Chen B, Wang H, Qiu T, Zhao J. Novel Method for Considering Process Flexibility and Stability Simultaneously. Ind Eng Chem Res 2014. [DOI: 10.1021/ie501602d] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Hao Jiang
- Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Bingzhen Chen
- Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Hangzhou Wang
- Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Tong Qiu
- Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Jinsong Zhao
- Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
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Wang H, Zhang N, Qiu T, Zhao J, He X, Chen B. Optimization of a continuous fermentation process producing 1,3-propane diol with Hopf singularity and unstable operating points as constraints. Chem Eng Sci 2014. [DOI: 10.1016/j.ces.2014.05.024] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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17
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Wang H, Zhang N, Qiu T, Zhao J, Chen B. Method for Regulating Oscillatory Dynamic Behavior in a Zymomonas mobiliz Continuous Fermentation Process. Ind Eng Chem Res 2014. [DOI: 10.1021/ie5009234] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Hangzhou Wang
- Department
of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Nan Zhang
- Department
of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Tong Qiu
- Department
of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Jinsong Zhao
- Department
of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Bingzhen Chen
- Department
of Chemical Engineering, Tsinghua University, Beijing 100084, China
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