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Iftakher A, Monjur MS, Hasan MMF. An Overview of Computer‐aided Molecular and Process Design. CHEM-ING-TECH 2023. [DOI: 10.1002/cite.202200172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Ashfaq Iftakher
- Texas A&M University Artie McFerrin Department of Chemical Engineering 100 Spence St. TX 77843-3122 College Station USA
| | - Mohammed Sadaf Monjur
- Texas A&M University Artie McFerrin Department of Chemical Engineering 100 Spence St. TX 77843-3122 College Station USA
| | - M. M. Faruque Hasan
- Texas A&M University Artie McFerrin Department of Chemical Engineering 100 Spence St. TX 77843-3122 College Station USA
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Transformation rule-based molecular evolution for automatic gasoline molecule design. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2022.118119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Sun Y, Sahinidis NV. A New Functional Group Selection Method for Group Contribution Models and Its Application in the Design of Electronics Cooling Fluids. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c00796] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Yijia Sun
- Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
| | - Nikolaos V. Sahinidis
- Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
- H. Milton Stewart School of Industrial & Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
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Alshehri AS, Gani R, You F. Deep learning and knowledge-based methods for computer-aided molecular design—toward a unified approach: State-of-the-art and future directions. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.107005] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Ahmad SI, Yunus NA, Akbar Ali M, Hashim H, Mustaffa AA, Rashid R. Solvent design and inherent safety assessment of solvent alternatives for palm oil recovery. J Loss Prev Process Ind 2020. [DOI: 10.1016/j.jlp.2020.104120] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Liu Q, Zhang L, Liu L, Du J, Tula AK, Eden M, Gani R. OptCAMD: An optimization-based framework and tool for molecular and mixture product design. Comput Chem Eng 2019. [DOI: 10.1016/j.compchemeng.2019.01.006] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Zhang L, Mao H, Liu L, Du J, Gani R. A machine learning based computer-aided molecular design/screening methodology for fragrance molecules. Comput Chem Eng 2018. [DOI: 10.1016/j.compchemeng.2018.04.018] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Zhang L, Fung KY, Zhang X, Fung HK, Ng KM. An integrated framework for designing formulated products. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.05.014] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Abstract
Abstract
The nature of chemical product design problems is diverse and multidisciplinary. It involves many design issues such as project management, market study, product design, process design, and economic analysis for better organizing the product design project and achieving better products. This article provides an overview of chemical product design with a multidisciplinary hierarchical framework including all the design issues and tasks. Each of the design issues and tasks are introduced and discussed, methods and tools are summarized and compared, challenges and perspectives are presented to help the chemical product design researchers on finding more novel, innovative and sustainable products, by the combined effort from academia and industry to develop a systematic generic framework, and tools including product simulator, process simulator, database manager, modeling tool, and templates for design problems.
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Affiliation(s)
- Lei Zhang
- Department of Chemical and Biomolecular Engineering , The Hong Kong University of Science and Technology , Clear Water Bay , Hong Kong
- Institute of Process Systems Engineering, School of Chemical Engineering, Dalian University of Technology , Dalian 116012 , China
| | - Ka Yip Fung
- Department of Chemical and Biomolecular Engineering , The Hong Kong University of Science and Technology , Clear Water Bay , Hong Kong
| | - Christianto Wibowo
- ClearWaterBay Technology, 4000 Valley Blvd., Suite 100 , Pomona, CA 91789 , USA
| | - Rafiqul Gani
- Department of Chemical and Biochemical Engineering , Technical University of Denmark , Lyngby DK-2800 , Denmark
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Austin ND, Sahinidis NV, Trahan DW. A COSMO-based approach to computer-aided mixture design. Chem Eng Sci 2017. [DOI: 10.1016/j.ces.2016.05.025] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Austin ND, Sahinidis NV, Trahan DW. Computer-aided molecular design: An introduction and review of tools, applications, and solution techniques. Chem Eng Res Des 2016. [DOI: 10.1016/j.cherd.2016.10.014] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Abstract
Design of chemicals-based products is broadly classified into those that are process centered and those that are product centered. In this article, the designs of both classes of products are reviewed from a process systems point of view; developments related to the design of the chemical product, its corresponding process, and its integration are highlighted. Although significant advances have been made in the development of systematic model-based techniques for process design (also for optimization, operation, and control), much work is needed to reach the same level for product design. Timeline diagrams illustrating key contributions in product design, process design, and integrated product-process design are presented. The search for novel, innovative, and sustainable solutions must be matched by consideration of issues related to the multidisciplinary nature of problems, the lack of data needed for model development, solution strategies that incorporate multiscale options, and reliability versus predictive power. The need for an integrated model-experiment-based design approach is discussed together with benefits of employing a systematic computer-aided framework with built-in design templates.
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Affiliation(s)
- Lei Zhang
- PSE for SPEED Project, Department of Chemical and Biochemical Engineering, Technical University of Denmark, DK-2800, Kongens Lyngby, Denmark
| | - Deenesh K. Babi
- PSE for SPEED Project, Department of Chemical and Biochemical Engineering, Technical University of Denmark, DK-2800, Kongens Lyngby, Denmark
| | - Rafiqul Gani
- PSE for SPEED Project, Department of Chemical and Biochemical Engineering, Technical University of Denmark, DK-2800, Kongens Lyngby, Denmark
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Jonuzaj S, Akula PT, Kleniati P, Adjiman CS. The formulation of optimal mixtures with generalized disjunctive programming: A solvent design case study. AIChE J 2016. [DOI: 10.1002/aic.15122] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Suela Jonuzaj
- Dept. of Chemical Engineering, Centre for Process Systems EngineeringImperial College London, South Kensington Campus LondonSW7 2AZ U.K
| | - Paul T. Akula
- Dept. of Chemical Engineering, Centre for Process Systems EngineeringImperial College London, South Kensington Campus LondonSW7 2AZ U.K
| | - Polyxeni‐Margarita Kleniati
- Dept. of Chemical Engineering, Centre for Process Systems EngineeringImperial College London, South Kensington Campus LondonSW7 2AZ U.K
| | - Claire S. Adjiman
- Dept. of Chemical Engineering, Centre for Process Systems EngineeringImperial College London, South Kensington Campus LondonSW7 2AZ U.K
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Austin ND, Samudra AP, Sahinidis NV, Trahan DW. Mixture design using derivative-free optimization in the space of individual component properties. AIChE J 2016. [DOI: 10.1002/aic.15142] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Nick D. Austin
- Dept. of Chemical Engineering; Carnegie Mellon University; Pittsburgh PA
| | - Apurva P. Samudra
- Dept. of Chemical Engineering; Carnegie Mellon University; Pittsburgh PA
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Ng LY, Andiappan V, Chemmangattuvalappil NG, Ng DK. A systematic methodology for optimal mixture design in an integrated biorefinery. Comput Chem Eng 2015. [DOI: 10.1016/j.compchemeng.2015.04.032] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Ng LY, Chong FK, Chemmangattuvalappil NG. Challenges and opportunities in computer-aided molecular design. Comput Chem Eng 2015. [DOI: 10.1016/j.compchemeng.2015.03.009] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Azmin SNHM, Yunus NA, Mustaffa AA, Alwi SRW, Chua LS. Computer-Aided Approach for Designing Solvents Blend for Herbal Phytochemical Extraction. ACTA ACUST UNITED AC 2015. [DOI: 10.1016/b978-0-444-63577-8.50083-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2023]
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Heintz J, Belaud JP, Pandya N, Teles Dos Santos M, Gerbaud V. Computer aided product design tool for sustainable product development. Comput Chem Eng 2014. [DOI: 10.1016/j.compchemeng.2014.09.009] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Siougkrou E, Galindo A, Adjiman CS. On the optimal design of gas-expanded liquids based on process performance. Chem Eng Sci 2014. [DOI: 10.1016/j.ces.2013.12.025] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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The Virtual Product-Process Design Laboratory for Design and Analysis of Formulations. ACTA ACUST UNITED AC 2009. [DOI: 10.1016/s1570-7946(09)70358-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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The Virtual Product-Process Design Laboratory as a Tool for Product Development. ACTA ACUST UNITED AC 2009. [DOI: 10.1016/s1570-7946(09)70042-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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Karunanithi AT, Achenie LE, Gani R. A computer-aided molecular design framework for crystallization solvent design. Chem Eng Sci 2006. [DOI: 10.1016/j.ces.2005.08.031] [Citation(s) in RCA: 131] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Buxton A, Livingston AG, Pistikopoulos EN. Optimal design of solvent blends for environmental impact minimization. AIChE J 2006. [DOI: 10.1002/aic.690450415] [Citation(s) in RCA: 85] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Karunanithi AT, Achenie LEK, Gani R. A New Decomposition-Based Computer-Aided Molecular/Mixture Design Methodology for the Design of Optimal Solvents and Solvent Mixtures. Ind Eng Chem Res 2005. [DOI: 10.1021/ie049328h] [Citation(s) in RCA: 156] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
| | - Luke E. K. Achenie
- Department of Chemical Engineering, University of Connecticut, Storrs, Connecticut 06269
| | - Rafiqul Gani
- CAPEC, Department of Chemical Engineering, Technical University of Denmark, DK-2800 Lyngby, Denmark
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32
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Sinha M, Achenie LEK, Gani R. Blanket Wash Solvent Blend Design Using Interval Analysis. Ind Eng Chem Res 2003. [DOI: 10.1021/ie020224l] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Manish Sinha
- Department of Chemical Engineering, Unit 3222, University of Connecticut, Storrs, Connecticut 06269
| | - Luke E. K. Achenie
- Department of Chemical Engineering, Unit 3222, University of Connecticut, Storrs, Connecticut 06269
| | - Rafiqul Gani
- Department of Chemical Engineering, Technical University of Denmark, DK-2800 Lyngby, Denmark
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Li M, Harten PF, Cabezas H. Experiences in Designing Solvents for the Environment. Ind Eng Chem Res 2002. [DOI: 10.1021/ie010574s] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Meirong Li
- U.S. Environmental Protection Agency, National Risk Management Research Laboratory, Sustainable Technology Division, Industrial Multimedia Branch, 26 West Martin Luther King Drive, Cincinnati, Ohio 45268
| | - Paul F. Harten
- U.S. Environmental Protection Agency, National Risk Management Research Laboratory, Sustainable Technology Division, Industrial Multimedia Branch, 26 West Martin Luther King Drive, Cincinnati, Ohio 45268
| | - Heriberto Cabezas
- U.S. Environmental Protection Agency, National Risk Management Research Laboratory, Sustainable Technology Division, Industrial Multimedia Branch, 26 West Martin Luther King Drive, Cincinnati, Ohio 45268
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Sinha M, Achenie LE. Systematic design of blanket wash solvents with recovery considerations. ACTA ACUST UNITED AC 2001. [DOI: 10.1016/s1093-0191(00)00058-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Marcoulaki E, Kokossis A. On the development of novel chemicals using a systematic synthesis approach. Part I. Optimisation framework. Chem Eng Sci 2000. [DOI: 10.1016/s0009-2509(99)00522-9] [Citation(s) in RCA: 45] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Marcoulaki E, Kokossis A, Batzias F. Novel chemicals for clean and efficient processes using stochastic optimization. Comput Chem Eng 2000. [DOI: 10.1016/s0098-1354(00)00322-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Zhao R, Cabezas H. Molecular Thermodynamics in the Design of Substitute Solvents. Ind Eng Chem Res 1998. [DOI: 10.1021/ie970861p] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Renhong Zhao
- National Risk Management Research Laboratory, Sustainable Technology Division, System Analysis Branch, U.S. Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, Ohio 45268
| | - Heriberto Cabezas
- National Risk Management Research Laboratory, Sustainable Technology Division, System Analysis Branch, U.S. Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, Ohio 45268
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Constantinou L, Bagherpour K, Gani R, Klein J, Wu D. Computer aided product design: problem formulations, methodology and applications. Comput Chem Eng 1996. [DOI: 10.1016/0098-1354(95)00202-2] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Modi A, Aumond JP, Mavrovouniotis M, Stephanopoulos G. Rapid plant-wide screening of solvents for batch processes. Comput Chem Eng 1996. [DOI: 10.1016/0098-1354(96)00073-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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