Multi-objective optimisation of coupling a multi-effect distillation desalination with combined cycle power plant through evolutionary algorithms

References

• Abd Elrahman, M. A., Saber Abdo, Eslam Hussein, Ahmed A. Altohamy, and Ahmed A.A. Attia. 2020. “Exergy and Parametric Analysis of Freeze Desalination with Reversed Vapor Compression Cycle.” Thermal Science and Engineering Progress 19 (July 2019): 100583. doi:10.1016/j.tsep.2020.100583.
   Google Scholar
• Abdolrasol, Maher G.M., S. M. Suhail Hussain, Taha Selim Ustun, Mahidur R. Sarker, Mahammad A. Hannan, Ramizi Mohamed, Jamal Abd Ali, Saad Mekhilef, and Abdalrhman Milad. 2021. “Artificial Neural Networks Based Optimization Techniques: A Review.” Electronics (Switzerland) 10 (21): 2689. doi:10.3390/electronics10212689.
   Google Scholar
• Aguilar-Jiménez, J. A., N. Velázquez, R. López-Zavala, R. Beltrán, L. Hernández-Callejo, L. A. González-Uribe, and V. Alonso-Gómez. 2020. “Low-Temperature Multiple-Effect Desalination/Organic Rankine Cycle System with a Novel Integration for Fresh Water and Electrical Energy Production.” Desalination 477 (September 2019): 114269. doi:10.1016/j.desal.2019.114269.
   Google Scholar
• Ahmadi, Pouria, Shoaib Khanmohammadi, Farayi Musharavati, and Masoud Afrand. 2020. “Development, Evaluation, and Multi-Objective Optimization of a Multi-Effect Desalination Unit Integrated with a Gas Turbine Plant.” Applied Thermal Engineering 176 (August 2019): 115414. doi:10.1016/j.applthermaleng.2020.115414.
   Google Scholar
• Alharbi, Sattam, Mohamed L. Elsayed, and Louis C. Chow. 2020. “Exergoeconomic Analysis and Optimization of an Integrated System of Supercritical CO2 Brayton Cycle and Multi-Effect Desalination.” Energy 197: 117225. doi:10.1016/j.energy.2020.117225.
   Web of Science ®Google Scholar
• Aljanad, Ahmed, Nadia M.L. Tan, Vassilios G. Agelidis, and Hussain Shareef. 2021. “Neural Network Approach for Global Solar Irradiance Prediction at Extremely Short-Time-Intervals Using Particle Swarm Optimization Algorithm.” Energies 14 (4): 1213. doi:10.3390/en14041213.
   Web of Science ®Google Scholar
• Ansari, Kambiz, Hoseyn Sayyaadi, and Majid Amidpour. 2010. “Thermoeconomic Optimization of a Hybrid Pressurized Water Reactor (PWR) Power Plant Coupled to a Multi Effect Distillation Desalination System with Thermo-Vapor Compressor (MED-TVC) Reheat Cooler Steam Generator.” Energy 35 (5): 1981–1996. doi:10.1016/j.energy.2010.01.013.
   Web of Science ®Google Scholar
• Chacartegui, R., D. Sánchez, N. di Gregorio, F. J. Jiménez-Espadafor, A. Muñoz, and T. Sánchez. 2009. “Feasibility Analysis of a MED Desalination Plant in a Combined Cycle Based Cogeneration Facility.” Applied Thermal Engineering 29 (2–3): 412–417. doi:10.1016/j.applthermaleng.2008.03.013.
   Web of Science ®Google Scholar
• Chen, Q., S. J. Oh, Y. Li, and M. Kum Ja. 2020. “Thermodynamic Optimization of a Low-Temperature Desalination System Driven by Sensible Heat Sources.” Energy (192):116633. doi:10.1016/j.energy.2019.116633.
   Web of Science ®Google Scholar
• Deymi-Dashtebayaz, M., and E. Tayyeban. 2019. “Multi Objective Optimization of Using the Surplus Low Pressure Steam from Natural Gas Refinery in the Thermal Desalination Process.” Journal of Cleaner Production 238 (August): 117945. doi:10.1016/j.jclepro.2019.117945.
   Google Scholar
• Elsaid, Khaled, Enas Taha Sayed, Bashria A.A. Yousef, Malek Kamal Hussien Rabaia, Mohammad Ali Abdelkareem, and A. G. Olabi. 2020. “Recent Progress on the Utilization of Waste Heat for Desalination: A Review.” Energy Conversion and Management 221 (June): 113105. doi:10.1016/j.enconman.2020.113105.
   Google Scholar
• Emadi, Mohammad Ali, Nazanin Chitgar, Oyeniyi A. Oyewunmi, and Christos N. Markides. 2020. “Working-Fluid Selection and Thermoeconomic Optimisation of a Combined Cycle Cogeneration Dual-Loop Organic Rankine Cycle (ORC) System for Solid Oxide Fuel Cell (SOFC) Waste-Heat Recovery.” Applied Energy 261 (February): 114384.. doi: 10.1016/j.apenergy.2019.114384.
   Google Scholar
• Gao, Yaokui, Deliang Zeng, Lixia Zhang, Yong Hu, and Zekun Xie. 2020. “Research on Modeling and Deep Peak Regulation Control of a Combined Heat and Power Unit.” IEEE Access 8: 91546–91557. doi:10.1109/ACCESS.2020.2993279.
   Web of Science ®Google Scholar
• Ghasemiasl, Ramin, Mohammad Amin Javadi, Morteza Nezamabadi, and Mohsen Sharifpur. 2020. “Exergetic and Economic Optimization of a Solar-Based Cogeneration System Applicable for Desalination and Power Production.” Journal of Thermal Analysis and Calorimetry 145: 993–1003. doi:10.1007/s10973-020-10242-8.
   Web of Science ®Google Scholar
• Ghorbani, B., R. Shirmohammadi, and M. Mehrpooya. 2020. “Development of an Innovative Cogeneration System for Fresh Water and Power Production by Renewable Energy Using Thermal Energy Storage System.” Sustainable Energy Technologies and Assessments 37 (April 2019): 100572. doi:10.1016/j.seta.2019.100572.
   Google Scholar
• Hafdhi, Fathia, Tahar Khir, Ali Ben Yahia, and Ammar Ben Brahim. 2018. “Exergoeconomic Optimization of a Double Effect Desalination Unit Used in an Industrial Steam Power Plant.” Desalination 438 (March): 63–82. doi:10.1016/j.desal.2018.03.020.
   Google Scholar
• Hoseinzadeh, S., and D. A. Garcia. 2020. “Modeling and Exergy Analysis of Domestic Med Desalination with Brine Tank.” Sustainable Energy Technologies and Assessments 197: 1–13. doi:10.5004/dwt.2020.26105.
   Google Scholar
• Hoseinzadeh, S., and D. A. Garcia. 2021. “Techno-Economic Study of a New Hybrid Solar Desalination System for Producing Fresh Water in a Hot–Arid Climate.” Sustainable Energy Technologies and Assessments 13 (22): 1–11. doi:10.3390/su132212676.
   Google Scholar
• Hoseinzadeh, S., and D. A. Garcia. 2022. “Techno-Economic Assessment of Hybrid Energy Flexibility Systems for Islands’ Decarbonization: A Case Study in Italy.” Sustainable Energy Technologies and Assessments 51: 101929. doi:10.1016/j.seta.2021.101929.
   Web of Science ®Google Scholar
• Hussain, Shahbaz, Mohammed Al-Hitmi, Salman Khaliq, Asif Hussain, and Muhammad Asghar Saqib. 2019. “Implementation and Comparison of Particle Swarm Optimization and Genetic Algorithm Techniques in Combined Economic Emission Dispatch of an Independent Power Plant.” Energies 12 (11): 2037. doi:10.3390/en12112037.
   Web of Science ®Google Scholar
• International Atomic Energy Agency. 2013. “DEEP 5 User Manual.”.
   Google Scholar
• Jathar, Laxmikant D., S. Ganesan, and Lakshmanan Palanimuthu. 2021. “Performance Assessment of Concave-Type Stepped Desalination Unit with Nanoparticles and Varying Water Depth: An Experimental Approach.” International Journal of Ambient Energy 1: 2514408. doi:10.1080/01430750.2021.1933589.
   Google Scholar
• Jones, Edward, Manzoor Qadir, Michelle T.H. van Vliet, Vladimir Smakhtin, and Seong mu Kang. 2019. “The State of Desalination and Brine Production: A Global Outlook.” Science of the Total Environment 657: 1343–1356. doi:10.1016/j.scitotenv.2018.12.076.
   PubMed Web of Science ®Google Scholar
• Kariman, H., S. Hoseinzadeh, and P. S. Heyns. 2019. “Energetic and Exergetic Analysis of Evaporation Desalination System Integrated with Mechanical Vapor Recompression Circulation.” Case Studies in Thermal Engineering 16: 100548. doi:10.1016/j.csite.2019.100548.
   Web of Science ®Google Scholar
• Kariman, H., S. Hoseinzadeh, S. Heyns, and A. Sohani. 2020. “Modeling and Exergy Analysis of Domestic Med Desalination with Brine Tank.” Desalination and Water Treatment 197: 1–13. doi:10.5004/dwt.2020.26105.
   Web of Science ®Google Scholar
• Karimi, H., and M. Ghaedi. 2014. “Application of Artificial Neural Network and Genetic Algorithm to Modeling and Optimization of Removal of Methylene Blue Using Activated Carbon.” Journal of Industrial and Engineering Chemistry 20 (4): 2471–2476. doi:10.1016/j.jiec.2013.10.028.
   Web of Science ®Google Scholar
• Korpela, Timo, Jyri Kaivosoja, Yrjö Majanne, Leo Laakkonen, Maria Nurmoranta, and Matti Vilkko. 2017. “Utilization of District Heating Networks to Provide Flexibility in CHP Production.” Energy Procedia 116: 310–319. doi:10.1016/j.egypro.2017.05.077.
   Google Scholar
• Ma, Xiandong, Yifei Wang, and Jianrong Qin. 2013. “Generic Model of a Community-Based Microgrid Integrating Wind Turbines, Photovoltaics and CHP Generations.” Applied Energy 112: 1475–1482. doi:10.1016/j.apenergy.2012.12.035.
   Web of Science ®Google Scholar
• Mirjalili, Seyedali, and Andrew Lewis. 2016. “The Whale Optimization Algorithm.” Advances in Engineering Software 95: 51–67. doi:10.1016/j.advengsoft.2016.01.008.
   Web of Science ®Google Scholar
• Mirjalili, Seyedali, Seyed Mohammad Mirjalili, and Andrew Lewis. 2014. “Grey Wolf Optimizer.” Advances in Engineering Software 69: 46–61. doi:10.1016/j.advengsoft.2013.12.007.
   Web of Science ®Google Scholar
• Naserbegi, A., and M. Aghaie. 2020. “Multi-Objective Optimization of Hybrid Nuclear Power Plant Coupled with Multiple Effect Distillation Using Gravitational Search Algorithm Based on Artificial Neural Network.” Thermal Science and Engineering Progress 19: 100645. doi:10.1016/j.tsep.2020.100645.
   Google Scholar
• Naserbegi, A., M. Aghaie, and S. M. Mahmoudi. 2020. “PWR Core Pattern Optimization Using Grey Wolf Algorithm Based on Artificial Neural Network.” Progress in Nuclear Energy 129 (August): 103505. doi:10.1016/j.pnucene.2020.103505.
   Google Scholar
• Naserbegi, A., A. Rezaei, Gh. Alahyarizadeh, and M. Aghaie. 2019. “Energy Management of Nuclear Desalination Plant by Efficient Coupling a Pressurized Water Reactor and a Multi Effect Distillation System - Thermodynamic Evaluation.” Desalination and Water Treatment 151: 34–46. doi:10.5004/dwt.2019.23821.
   Web of Science ®Google Scholar
• Rahkar Farshi, Taymaz. 2020. “Battle Royale Optimization Algorithm.” Neural Computing and Applications 33: 1139–1157. doi:10.1007/s00521-020-05004-4.
   Google Scholar
• Rezaei, A., A. Naserbeagi, Gh Alahyarizadeh, and M. Aghaei. 2017. “Economic Evaluation of Qeshm Island MED-Desalination Plant Coupling with Different Energy Sources Including Fossils and Nuclear Power Plants.” Desalination 422 (August): 101–112. doi:10.1016/j.desal.2017.08.016.
   Google Scholar
• Shekari Namin, Amin, Hadi Rostamzadeh, and Pejman Nourani. 2020. “Thermodynamic and Thermoeconomic Analysis of Three Cascade Power Plants Coupled with RO Desalination Unit, Driven by a Salinity-Gradient Solar Pond.” Thermal Science and Engineering Progress 18 (May): 100562. doi:10.1016/j.tsep.2020.100562.
   Google Scholar
• Vojdani, Mehrdad, Iman Fakhari, and Pouria Ahmadi. 2021. “A Novel Triple Pressure HRSG Integrated with MED/SOFC/GT for Cogeneration of Electricity and Freshwater: Techno-Economic-Environmental Assessment, and Multi-Objective Optimization.” Energy Conversion and Management 233 (February): 113876. doi:10.1016/j.enconman.2021.113876.
   Google Scholar
• Xue, Yu, Jiongming Jiang, Binping Zhao, and Tinghuai Ma. 2018. “A Self-Adaptive Artificial Bee Colony Algorithm Based on Global Best for Global Optimization.” Soft Computing 22 (9): 2935–2952. doi:10.1007/s00500-017-2547-1.
   Web of Science ®Google Scholar
• Yu, Xiuxin, Yuanhui Shen, Zhongbo Guan, Donghui Zhang, Zhongli Tang, and Wenbin Li. 2021. “Multi-Objective Optimization of ANN-Based PSA Model for Hydrogen Purification from Steam-Methane Reforming Gas.” International Journal of Hydrogen Energy 46 (21): 11740–11755. doi:10.1016/j.ijhydene.2021.01.107.
   Web of Science ®Google Scholar
• Zheng, Yanjie, Rodrigo A. Caceres Gonzalez, Kelsey B. Hatzell, and Marta C. Hatzell. 2021. “Large-Scale Solar-Thermal Desalination.” Joule 5 (8): 1971–1986. doi:10.1016/j.joule.2021.07.005.
   Web of Science ®Google Scholar
• Zhou, Guofeng, Hossein Moayedi, Mehdi Bahiraei, and Zongjie Lyu. 2020. “Employing Artificial Bee Colony and Particle Swarm Techniques for Optimizing a Neural Network in Prediction of Heating and Cooling Loads of Residential Buildings.” Journal of Cleaner Production 254: 120082. doi:10.1016/j.jclepro.2020.120082.
   Web of Science ®Google Scholar
• Zhu, Zhigao, Ying Xu, Yifei Luo, Wei Wang, and Xiaodong Chen. 2021. “Porous Evaporators with Special Wettability for Low-Grade Heat-Driven Water Desalination.” Journal of Materials Chemistry A 9 (2): 702–726. doi:10.1039/d0ta09193f.
   Web of Science ®Google Scholar
• Zieogonekbik, Andrzej, and Paweł Gładysz. 2012. “Optimal Coefficient of the Share of Cogeneration in District Heating Systems.” Energy 45 (1): 220–227. doi:10.1016/j.energy.2012.02.071.
   Web of Science ®Google Scholar