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Iftakher A, Mansouri SS, Nahid A, Tula AK, Choudhury MAAS, Lee JH, Gani R. Integrated design and control of reactive distillation processes using the driving force approach. AIChE J 2021. [DOI: 10.1002/aic.17227] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Ashfaq Iftakher
- Department of Chemical Engineering Bangladesh University of Engineering and Technology (BUET) Dhaka Bangladesh
| | - Seyed Soheil Mansouri
- Department of Chemical and Biochemical Engineering Technical University of Denmark Lyngby Denmark
| | - Ahaduzzaman Nahid
- Department of Chemical Engineering Bangladesh University of Engineering and Technology (BUET) Dhaka Bangladesh
| | - Anjan K. Tula
- College of Control Science and Engineering Zhejiang University Hangzhou China
| | - M. A. A. Shoukat Choudhury
- Department of Chemical Engineering Bangladesh University of Engineering and Technology (BUET) Dhaka Bangladesh
| | - Jay Hyung Lee
- Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST) Daejeon South Korea
| | - Rafiqul Gani
- Department of Chemical and Biomolecular Engineering, Korea Advanced Institute of Science and Technology (KAIST) Daejeon South Korea
- PSE for SPEED Company Allerod Denmark
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Sharifian S, Sotudeh-Gharebagh R, Zarghami R, Tanguy P, Mostoufi N. Uncertainty in chemical process systems engineering: a critical review. REV CHEM ENG 2019. [DOI: 10.1515/revce-2018-0067] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
Uncertainty or error occurs as a result of a lack or misuse of knowledge about specific topics or situations. In this review, we recall the differences between error and uncertainty briefly, first, and then their probable sources. Then, their identifications and management in chemical process design, optimization, control, and fault detection and diagnosis are illustrated. Furthermore, because of the large amount of information that can be obtained in modern plants, accurate analysis and evaluation of those pieces of information have undeniable effects on the uncertainty in the system. Moreover, the origins of uncertainty and error in simulation and modeling are also presented. We show that in a multidisciplinary modeling approach, every single step can be a potential source of uncertainty, which can merge into each other and generate unreliable results. In addition, some uncertainty analysis and evaluation methods are briefly presented. Finally, guidelines for future research are proposed based on existing research gaps, which we believe will pave the way to innovative process designs based on more reliable, efficient, and feasible optimum planning.
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Affiliation(s)
- Seyedmehdi Sharifian
- College of Engineering, University of Tehran , PO Box 11155/4563 , Tehran , Iran
| | | | - Reza Zarghami
- College of Engineering, University of Tehran , PO Box 11155/4563 , Tehran , Iran
| | - Philippe Tanguy
- Department of Mathematics and Industrial Engineering , Polytechnique de Montreal , PO Box 6079, Station Centre-Ville, Montreal , Quebec H3C 3A7 , Canada
| | - Navid Mostoufi
- College of Engineering, University of Tehran , PO Box 11155/4563 , Tehran , Iran
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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. 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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Bertran MO, Frauzem R, Sanchez-Arcilla AS, Zhang L, Woodley JM, Gani R. A generic methodology for processing route synthesis and design based on superstructure optimization. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.01.030] [Citation(s) in RCA: 93] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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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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11
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12
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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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Patil BP, Maia E, Ricardez-Sandoval LA. Integration of scheduling, design, and control of multiproduct chemical processes under uncertainty. AIChE J 2015. [DOI: 10.1002/aic.14833] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Bhushan P. Patil
- Dept. of Chemical Engineering; University of Waterloo; Waterloo ON Canada N2L 3G1
| | - Eduardo Maia
- Dept. of Chemical Engineering; University of Waterloo; Waterloo ON Canada N2L 3G1
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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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Sepúlveda FD, Cisternas LA, Elorza MA, Gálvez ED. A methodology for the conceptual design of concentration circuits: Group contribution method. Comput Chem Eng 2014. [DOI: 10.1016/j.compchemeng.2013.12.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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17
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Sánchez-Sánchez K, Ricardez-Sandoval L. Simultaneous process synthesis and control design under uncertainty: A worst-case performance approach. AIChE J 2013. [DOI: 10.1002/aic.14040] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Kelvyn Sánchez-Sánchez
- Dept. of Chemical Engineering; University of Waterloo; Waterloo; Ontario; N2L 3G1; Canada
| | - Luis Ricardez-Sandoval
- Dept. of Chemical Engineering; University of Waterloo; Waterloo; Ontario; N2L 3G1; Canada
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Yuan Z, Chen B, Gani R. Applications of process synthesis: Moving from conventional chemical processes towards biorefinery processes. Comput Chem Eng 2013. [DOI: 10.1016/j.compchemeng.2012.09.020] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Yuan Z, Chen B. Process synthesis for addressing the sustainable energy systems and environmental issues. AIChE J 2012. [DOI: 10.1002/aic.13914] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Furlan FF, Costa CBB, Fonseca GDC, Soares RDP, Secchi AR, Cruz AJGD, Giordano RDC. Assessing the production of first and second generation bioethanol from sugarcane through the integration of global optimization and process detailed modeling. Comput Chem Eng 2012. [DOI: 10.1016/j.compchemeng.2012.04.002] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Yuan Z, Chen B, Sin G, Gani R. State-of-the-art and progress in the optimization-based simultaneous design and control for chemical processes. AIChE J 2012. [DOI: 10.1002/aic.13786] [Citation(s) in RCA: 108] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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