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Hernández-Pérez LG, Alsuhaibani AS, Ponce-Ortega JM, El-Halwagi MM. Multi-Objective Optimization of Ammonia and Methanol Production Processes Considering Uncertain Feedstock Compositions of Shale/Natural Gas. Chem Eng Res Des 2022. [DOI: 10.1016/j.cherd.2022.08.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Hernández-Pérez LG, Villicaña-García E, Cansino-Loeza B, Alsuhaibani AS, El-Halwagi MM, Ponce-Ortega JM. Incorporating the occupational health in the optimization for the methanol process. J Loss Prev Process Ind 2022. [DOI: 10.1016/j.jlp.2021.104660] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Jain S, Chin HH, Klemeš JJ, Bandyopadhyay S. Multiobjective Pinch Analysis for Resource Conservation in Constrained Source–Sink Problems. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c00831] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Sheetal Jain
- Department of Energy Science and Engineering, Indian Institute of Technology Bombay, Powai, Mumbai, Maharashtra 400076, India
| | - Hon Huin Chin
- Sustainable Process Integration Laboratory − SPIL, NETME Centre, Faculty of Mechanical Engineering, Brno University of Technology − VUT Brno, Technická 2896/2, Brno 616 69, Czech Republic
| | - Jiří Jaromír Klemeš
- Sustainable Process Integration Laboratory − SPIL, NETME Centre, Faculty of Mechanical Engineering, Brno University of Technology − VUT Brno, Technická 2896/2, Brno 616 69, Czech Republic
| | - Santanu Bandyopadhyay
- Department of Energy Science and Engineering, Indian Institute of Technology Bombay, Powai, Mumbai, Maharashtra 400076, India
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Juárez-García M, El-Halwagi MM, Ponce-Ortega JM. Systematic Approach for Synthesizing Carbon–Hydrogen–Oxygen Networks Involving Detailed Process Simulations. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c02738] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Maricruz Juárez-García
- Chemical Engineering Department, Universidad Michoacana de San Nicolás de Hidalgo, Av. Francisco J. Múgica, S/N, Ciudad Universitaria, Edificio V1, Morelia, Michoacán 58060, México
| | - Mahmoud M. El-Halwagi
- Chemical Engineering Department, Texas A&M University, 386 Spence St, Jack E. Brown Engineering Building, College Station, Texas 77843, United States
| | - José María Ponce-Ortega
- Chemical Engineering Department, Universidad Michoacana de San Nicolás de Hidalgo, Av. Francisco J. Múgica, S/N, Ciudad Universitaria, Edificio V1, Morelia, Michoacán 58060, México
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Wang Z, Rangaiah GP, Wang X. Preference Ranking on the Basis of Ideal-Average Distance Method for Multi-Criteria Decision-Making. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c01413] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Zhiyuan Wang
- Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore 117585, Singapore
| | - Gade Pandu Rangaiah
- Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore 117585, Singapore
- School of Chemical Engineering, Vellore Institute of Technology, Vellore 632014, India
| | - Xiaonan Wang
- Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore 117585, Singapore
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Wang Z, Parhi SS, Rangaiah GP, Jana AK. Analysis of Weighting and Selection Methods for Pareto-Optimal Solutions of Multiobjective Optimization in Chemical Engineering Applications. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c00969] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Zhiyuan Wang
- Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore 117585, Singapore
| | - Sidharth Sankar Parhi
- Energy and Process Engineering Laboratory, Department of Chemical Engineering, Indian Institute of Technology, Kharagpur 721302, India
| | - Gade Pandu Rangaiah
- Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore 117585, Singapore
- School of Chemical Engineering, Vellore Institute of Technology, Vellore 632014, India
| | - Amiya K. Jana
- Energy and Process Engineering Laboratory, Department of Chemical Engineering, Indian Institute of Technology, Kharagpur 721302, India
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Multi-Objective Optimization Applications in Chemical Process Engineering: Tutorial and Review. Processes (Basel) 2020. [DOI: 10.3390/pr8050508] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
This tutorial and review of multi-objective optimization (MOO) gives a detailed explanation of the 5 steps to create, solve, and then select the optimum result. Unlike single-objective optimization, the fifth step of selection or ranking of solutions is often overlooked by the authors of papers dealing with MOO applications. It is necessary to undertake a multi-criteria analysis to choose the best solution. A review of the recent publications using MOO for chemical process engineering problems shows a doubling of publications between 2016 and 2019. MOO applications in the energy area have seen a steady increase of over 20% annually over the last 10 years. The three key methods for solving MOO problems are presented in detail, and an emerging area of surrogate-assisted MOO is also described. The objectives used in MOO trade off conflicting requirements of a chemical engineering problem; these include fundamental criteria such as reaction yield or selectivity; economics; energy requirements; environmental performance; and process control. Typical objective functions in these categories are described, selection/ranking techniques are outlined, and available software for MOO are listed. It is concluded that MOO is gaining popularity as an important tool and is having an increasing use and impact in chemical process engineering.
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Li X, Wang CH. 2017 P.V. Danckwerts Memorial Lecture special issue editorial: Advances in emerging technologies of chemical engineering towards sustainable energy and environment: Solar and biomass. Chem Eng Sci 2020. [DOI: 10.1016/j.ces.2019.115384] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Topolski K, Lira-Barragán LF, Panu M, Ponce-Ortega JM, El-Halwagi MM. Integrating Mass and Energy through the Anchor-Tenant Approach for the Synthesis of Carbon-Hydrogen-Oxygen Symbiosis Networks. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b02622] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Kevin Topolski
- The Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
| | - Luis Fernando Lira-Barragán
- Chemical Engineering Department, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán 58060, México
| | - Marc Panu
- The Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
| | - José María Ponce-Ortega
- Chemical Engineering Department, Universidad Michoacana de San Nicolás de Hidalgo, Morelia, Michoacán 58060, México
| | - Mahmoud M. El-Halwagi
- The Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
- Gas and Fuels Research Center, Texas A&M Engineering Experiment Station, College Station, Texas 77843, United States
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