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An Overview of the Application of Harmony Search for Chemical Engineering Optimization. INTERNATIONAL JOURNAL OF CHEMICAL ENGINEERING 2022. [DOI: 10.1155/2022/1928343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Harmony search algorithm and its variants have been used in several applications in medicine, telecommunications, computer science, and engineering. This article reviews the global and multi-objective optimization for chemical engineering using harmony search. The main features of the HS method and several of its popular variants and hybrid versions including their relevant algorithm characteristics are described and discussed. A variety of global and multi-objective optimization problems from chemical engineering and their resolution using HS-based methods are also included. These problems involve thermodynamic calculations (phase stability analysis, phase equilibrium calculations, parameter estimation, and azeotrope calculation), heat exchanger design, distillation simulation, life cycle analysis, and water distribution systems, among others. Remarks on future developments of HS and its related algorithms for global and multi-objective optimization in chemical engineering are also provided in this review. HS is a reliable and promising stochastic optimizer to resolve challenging global and multi-objective optimization problems for process systems engineering.
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Feyli B, Soltani H, Hajimohammadi R, Fallahi-Samberan M, Eyvazzadeh A. A reliable approach for heat exchanger networks synthesis with stream splitting by coupling genetic algorithm with modified quasi-linear programming method. Chem Eng Sci 2022. [DOI: 10.1016/j.ces.2021.117140] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Xu Y, Li J, Cui G, Zhang G, Yang Q. An improved treble-level assisting optimization strategy to enhance algorithm search ability in heat exchanger network design. J Taiwan Inst Chem Eng 2021. [DOI: 10.1016/j.jtice.2021.09.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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4
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Synthesis of Cost-Optimal Heat Exchanger Networks Using a Novel Stochastic Algorithm and a Modified Stage-Wised Superstructure. Processes (Basel) 2021. [DOI: 10.3390/pr9112060] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Facing the current energy structure urgently needs to be transformed, heat exchanger network (HEN) can implement heat recovery and cost reduction by the arrangement for heat exchanges between cold and hot streams. The plenty of integer and continuous variables involved in HEN synthesis cause the results to be easily trapped in local optima. To avoid this situation, the mechanism of accepting imperfect solutions is added in a novel algorithm called Random Walk Algorithm with Compulsive Evolution. However, several potential solutions maybe abandoned by accepting imperfect solutions. To maintain the global searching ability, and at the same time, protecting the potential solutions during the optimization process, the limitations of accepting imperfect solutions are investigated in this work, then a back substitution strategy and elite optimization strategy based on algorithm are proposed. The former is to identify and adjust the inferior individuals in long-term stagnation while the latter is to keep and perform a fine search for the better solutions. Furthermore, a modified stage-wised superstructure is also developed to implement the flexible placement of utilities, which efficiently enlarges the solution domain. The validation of strategies and model is implemented by three cases, the results are lower, with 2219 $/year, 1280 $/year, and 2M $/year than the best published result, revealing the strong abilities of the proposed method in designing more economical HENs.
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Wu X, Xu J, Hu Y, Wang J, Liang C, Du C. Improved Heat Exchanger Network Synthesis without Stream Splits Based on Comprehensive Learning Particle Swarm Optimizer. ACS OMEGA 2021; 6:29459-29470. [PMID: 34778618 PMCID: PMC8581979 DOI: 10.1021/acsomega.1c03424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 10/14/2021] [Indexed: 06/13/2023]
Abstract
In this paper, an improved heat exchanger network (HEN) synthesis method based on the comprehensive learning particle swarm optimizer algorithm (CLPSO) is proposed to synthesize HENs without stream splits. Compared with the standard particle swarm algorithm, CLPSO employs a novel learning strategy that preserves the diversity of the swarm to discourage premature convergence. However, while the algorithm's global exploration capability is enhanced, the local search capability decreases and the convergence speed becomes slow. In addition, the solution quality of CLPSO is largely determined by the randomly generated particles' best previous position (pbest) during initialization. Hence, the solution may be unstable due to different pbest. For the abovementioned considerations, this paper proposes a new HEN initialization and renovation method to improve the quality of pbest, reduce the initial cost, and retain the obtained optimization results as much as possible in the optimization process to speed up the convergence of the algorithm. Four typical cases are simulated to verify the effectiveness of the proposed method. This method only needs a single-level optimization algorithm to obtain high-quality solutions, which will give it a bright prospect in research and application.
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Affiliation(s)
- Xianli Wu
- Laboratory
of Reaction and Separation Technology, Qingdao
Agricultural University, Qingdao 266109, P. R. China
| | - Jie Xu
- Laboratory
of Reaction and Separation Technology, Qingdao
Agricultural University, Qingdao 266109, P. R. China
| | - Yangdong Hu
- College
of Chemistry and Chemical Engineering, Ocean
University of China, Qingdao 266100, P. R. China
| | - Ju Wang
- Laboratory
of Reaction and Separation Technology, Qingdao
Agricultural University, Qingdao 266109, P. R. China
| | - Chen Liang
- Laboratory
of Reaction and Separation Technology, Qingdao
Agricultural University, Qingdao 266109, P. R. China
| | - Chunhua Du
- Laboratory
of Reaction and Separation Technology, Qingdao
Agricultural University, Qingdao 266109, P. R. China
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Kayange HA, Cui G, Xu Y, Xiao Y. Synthesis of stream‐split heat exchanger networks using non‐structural model considering serial equipment in stream branches and submixing of substreams. CAN J CHEM ENG 2021. [DOI: 10.1002/cjce.24209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Heri Ambonisye Kayange
- School of Energy and Power Engineering University of Shanghai for Science and Technology Shanghai China
- Dar es Salaam University College of Education University of Dar es Salaam Dar es Salaam Tanzania
| | - Guoming Cui
- School of Energy and Power Engineering University of Shanghai for Science and Technology Shanghai China
| | - Yue Xu
- School of Energy and Power Engineering University of Shanghai for Science and Technology Shanghai China
| | - Yuan Xiao
- School of Energy and Power Engineering University of Shanghai for Science and Technology Shanghai China
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Demirel SE, Li J, Hasan MMF. A General Framework for Process Synthesis, Integration, and Intensification. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.8b05961] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Salih Emre Demirel
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
| | - Jianping Li
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
| | - M. M. Faruque Hasan
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
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Nair SK, Karimi IA. Unified Heat Exchanger Network Synthesis via a Stageless Superstructure. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.8b04490] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Sajitha K. Nair
- Department of Chemical & Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585
| | - Iftekhar A. Karimi
- Department of Chemical & Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore 117585
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10
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Zhang H, Cui G. Optimal heat exchanger network synthesis based on improved cuckoo search via Lévy flights. Chem Eng Res Des 2018. [DOI: 10.1016/j.cherd.2018.03.046] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Pavão LV, Costa CBB, Ravagnani MASS. An Enhanced Stage-wise Superstructure for Heat Exchanger Networks Synthesis with New Options for Heaters and Coolers Placement. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.7b03336] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Leandro V. Pavão
- Department of Chemical Engineering, State University of Maringá, Av. Colombo, 5790, Bloco D90, CEP 87020900, Maringá, PR, Brazil
| | - Caliane B. B. Costa
- Department of Chemical Engineering, State University of Maringá, Av. Colombo, 5790, Bloco D90, CEP 87020900, Maringá, PR, Brazil
| | - Mauro A. S. S. Ravagnani
- Department of Chemical Engineering, State University of Maringá, Av. Colombo, 5790, Bloco D90, CEP 87020900, Maringá, PR, Brazil
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Heat Exchanger Network Synthesis without stream splits using parallelized and simplified simulated Annealing and Particle Swarm Optimization. Chem Eng Sci 2017. [DOI: 10.1016/j.ces.2016.09.030] [Citation(s) in RCA: 74] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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13
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Automated heat exchanger network synthesis by using hybrid natural algorithms and parallel processing. Comput Chem Eng 2016. [DOI: 10.1016/j.compchemeng.2016.08.009] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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14
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Pavão LV, Costa CBB, Ravagnani MADSS, Jiménez L. Large-scale heat exchanger networks synthesis using simulated annealing and the novel rocket fireworks optimization. AIChE J 2016. [DOI: 10.1002/aic.15524] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Leandro Vitor Pavão
- Dept. of Chemical Engineering; State University of Maringá; Av. Colombo, 5790, Bloco D90, CEP 87020900 Maringá PR, Brazil
| | - Caliane Bastos Borba Costa
- Dept. of Chemical Engineering; State University of Maringá; Av. Colombo, 5790, Bloco D90, CEP 87020900 Maringá PR, Brazil
| | | | - Laureano Jiménez
- Dept. d'Enginyeria Química; Universitat Rovira i Virgili; Av. Països Catalans, 26 43007 Tarragona Spain
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Wu H, Yan F, Li W, Zhang J. Simultaneous Heat Exchanger Network Synthesis Involving Nonisothermal Mixing Streams with Temperature-Dependent Heat Capacity. Ind Eng Chem Res 2015. [DOI: 10.1021/acs.iecr.5b01592] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Hao Wu
- Key Laboratory for Green Chemical Technology MOE and Key Laboratory
of Systems Bioengineering MOE, ‡School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Fangyou Yan
- Key Laboratory for Green Chemical Technology MOE and Key Laboratory
of Systems Bioengineering MOE, ‡School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Wei Li
- Key Laboratory for Green Chemical Technology MOE and Key Laboratory
of Systems Bioengineering MOE, ‡School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
| | - Jinli Zhang
- Key Laboratory for Green Chemical Technology MOE and Key Laboratory
of Systems Bioengineering MOE, ‡School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
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Application of ACOR to find optimal no stream splitting heat exchanger networks for pre-designed heat exchanger networks. Chem Eng Res Des 2015. [DOI: 10.1016/j.cherd.2015.02.015] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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17
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Lei Y, Qi X, Zhang BJ, Chen QL, Hui CW. Simultaneous Optimization of the Complex Fractionator and Heat Exchanger Network Considering the Constraints of Variable Heat Removals in Delayed Coking Units. Ind Eng Chem Res 2014. [DOI: 10.1021/ie5008079] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Y. Lei
- School of Chemistry and Chemical Engineering/Key Lab of Low-carbon Chemistry & Energy Conservation of Guangdong Province, Sun Yat-Sen University, No. 135, Xingang Xi Road, Guangzhou, 510275, China
| | - X. Qi
- School of Chemistry and Chemical Engineering/Key Lab of Low-carbon Chemistry & Energy Conservation of Guangdong Province, Sun Yat-Sen University, No. 135, Xingang Xi Road, Guangzhou, 510275, China
| | - B. J. Zhang
- School of Chemistry and Chemical Engineering/Key Lab of Low-carbon Chemistry & Energy Conservation of Guangdong Province, Sun Yat-Sen University, No. 135, Xingang Xi Road, Guangzhou, 510275, China
| | - Q. L. Chen
- School of Chemistry and Chemical Engineering/Key Lab of Low-carbon Chemistry & Energy Conservation of Guangdong Province, Sun Yat-Sen University, No. 135, Xingang Xi Road, Guangzhou, 510275, China
| | - C. W. Hui
- Department
of Chemical and Biomolecular Engineering, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong
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19
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Zhang H, Rangaiah G. One-step approach for heat exchanger network retrofitting using integrated differential evolution. Comput Chem Eng 2013. [DOI: 10.1016/j.compchemeng.2012.10.018] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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20
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Liang B, Yongheng J, Dexian H. A Novel Two-Level Optimization Framework Based on Constrained Ordinal Optimization and Evolutionary Algorithms for Scheduling of Multipipeline Crude Oil Blending. Ind Eng Chem Res 2012. [DOI: 10.1021/ie202224w] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Bai Liang
- Department of Automation, Tsinghua University, Beijing 100084, China
- Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, Beijing 100084, China
| | - Jiang Yongheng
- Department of Automation, Tsinghua University, Beijing 100084, China
- Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, Beijing 100084, China
| | - Huang Dexian
- Department of Automation, Tsinghua University, Beijing 100084, China
- Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, Beijing 100084, China
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Zhaoyi H, Liang Z, Hongchao Y, Jianxiong Y. Simultaneous synthesis of structural-constrained heat exchanger networks with and without stream splits. CAN J CHEM ENG 2012. [DOI: 10.1002/cjce.21702] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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22
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Huang KF, Al-mutairi EM, Karimi I. Heat exchanger network synthesis using a stagewise superstructure with non-isothermal mixing. Chem Eng Sci 2012. [DOI: 10.1016/j.ces.2012.01.032] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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23
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Huo Z, Zhao L, Yin H, Ye J. A hybrid optimization strategy for simultaneous synthesis of heat exchanger network. KOREAN J CHEM ENG 2012. [DOI: 10.1007/s11814-012-0007-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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24
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Laukkanen T, Fogelholm CJ. A bilevel optimization method for simultaneous synthesis of medium-scale heat exchanger networks based on grouping of process streams. Comput Chem Eng 2011. [DOI: 10.1016/j.compchemeng.2010.11.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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