Otimização multiobjetivo utilizando algoritmos evolutivos, para projeto de dessalinizadores de umidificação solar e desumidificação
DOI:
https://doi.org/10.51896/rilcods.v6i53.475Palavras-chave:
otimização, multialvo, CAD, CAE, dessalinizaçãoResumo
Os dessalinizadores solares com ciclo de umidificação-desumidificação (DSCHDH) são uma opção viável para superar o problema da escassez de água potável em áreas próximas ao litoral com pouca demanda e distantes dos sistemas tradicionais de abastecimento. Esta pesquisa tem como objetivo propor uma metodologia de projeto aprimorada de DSCHDH. O objetivo proposto resulta no desenvolvimento de um método que garanta um projeto adequado através da utilização de sistemas de desenho assistido por computador/análise de engenharia assistida por computador (CAD/CAE) e de Inteligência Artificial. Uma otimização multiobjetivo é configurada utilizando algoritmos evolutivos que fornecem um conjunto de soluções eficientes e mais econômicas. Este é desenvolvido obtendo do processo de otimização multiobjetivo os valores termodinâmicos ótimos e as dimensões geométricas correspondentes a eles, que estão vinculados a um sistema CAD capaz de representar o sistema e que suporta análises de engenharia, ou seja, um sistema CAD/ Sistema CAE. A contribuição da investigação deriva da abordagem ao estudo deste tipo de sistemas neste enquadramento.
Referências
Boligan Rojas, Geosvanis, Avila Rondon, Ricardo L., & Melendez Gurrola, Ana C. (2018). Mechanical Engineering Design Theory Framework for Solar Desalination rocesses: A Review and Meta - Analysis. Iranian Journal of Energy and Environment, 9(2), 137-145. doi: http://10.5829/ijee.2018.09.02.09
Bundschuh, J., Kaczmarczyk, M., Ghaffour, N., & Tomaszewska, B. (2021). State-of-the-art of renewable energy sources used in water desalination: Present and future prospects. Desalination, 508((2021)), 1-26. doi: https://doi.org/10.1016/j.desal.2021.115035
Deb, Kalyanmoy. (2000a). A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimization: NSGA-II. Lecture Notes in Computer Science, 1917. doi: https://doi.org/10.1007/3-540-45356-3_83
Deb, Kalyanmoy. (2000b). Mechanical Component Design for Multiple Ojectives Using Elitist Non-dominated Sorting GA. doi: https://doi.org/10.1007/3-540-45356-3_84
Deb, Kalyanmoy. (2001a). Constrained Test Problems for Multi-objective Evolutionary Optimization. Lecture Notes in Computer Science, 1993. doi: https://doi.org/10.1007/3-540-44719-9_20
Deb, Kalyanmoy. (2001b). Controlled Elitist Non-dominated Sorting Genetic Algorithms for Better Convergence. Lecture Notes in Computer Science, 1993. doi: https://doi.org/10.1007/3-540-44719-9_5
Deb, Kalyanmoy. (2001c). Multi-Objective Optimization Using Evolutionary Algorithms (Vol. 16): John Wiley & Sons.
Deb, Kalyanmoy. (2002). A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II. Ieee transactions on evolutionary computation. doi: https://doi.org/10.1109/4235.996017
Ettouney, H. (2005). Design and analysis of humidification dehumidification desalination process. Desalination, 183(1-3), 341-352. doi: http://dx.doi.org/10.1016/j.desal.2005.03.039
Farid, M. M., & Al-Hajaj, A.W. (1996). Solar desalination with a humidification-dehumidification cycle. Desalination, 106(1-3), 427-429. doi: http://dx.doi.org/10.1016/S0011-9164(96)00141-5
Finger, Susan, & Dixon, John R. (1989a). A Review of Research in Mechanical Engineering Design. Part I: Descriptive, Prescriptive, and Computer-BAsed Models of Design Processes. Research in Mechanical Engineering Design, 1(1), 51-67. doi: 10.1007/BF01580003
Finger, Susan, & Dixon, John R. (1989b). A Review of Research in Mechanical Engineering Design. Part II. Representations, Analysis, and Design for the Life Cycle. Research in Mechanical Engineering Design, 1(2), 121-137. doi: 10.1007/BF01580205
Jaluria, Yogesh. (2008). Design and Optimization of Thermal Systems (Second Edition): Taylor & Francis Group.
Kasaeian, A., Babaei, S., Jahanpanah, M., Sarrafha, H., Alsagri, A. S., Ghaffaria, S., & Yan, Wei-Mon. (2019). Solar humidification-dehumidification desalination systems: A critical review. Energy Conversion and Management, 201((2019)), 1-26. doi: https://doi.org/10.1016/j.enconman.2019.112129
Khedmati, Amir Reza, & Shafii, Mohammad Behshad. (2020). Multi-Objective Optimization of the Humidification-Dehumidification Desalination System for Productivity and Size. Journal of Renewable Energy and Environment, 7(1), 1-11. doi: https://dx.doi.org/10.30501/jree.2020.104062
Kloppers, Johannes C., & Krӧger, Detlev G. (2005). A critical investigation into the heat and mass transfer analysis of counterflow wet-cooling towers. International Journal of Heat and Mass Transfer, 48(3-5), 765–777. doi: https://doi.org/10.1016/j.ijheatmasstransfer.2004.09.004
Li, W. D., Ong, S. K., Fuh, J. Y.H., Wong, Y. S., Lu, Y. Q. , & Nee, A. Y.C. . (2004). Feature-based design in a distributed and collaborative environment. Computer-Aided Design, 36(9), 775–797. doi: 10.1016/j.cad.2003.09.005
Lienhard V, John H. (2019). Humidification-Dehumidification Desalination. Desalination: Water from Water, 387-446. doi: https://doi.org/10.1002/9781119407874.ch9
Mistry, Karan H., Mitsos, Alexander, & Lienhard V, John H. (2011). Optimal operating conditions and configurations for humidificationedehumidification desalination cycles. International Journal of Thermal Sciences, 50(5), 779-789. doi: http://dx.doi.org/10.1016/j.ijthermalsci.2010.12.013
Mohamed, A. S. A., Ahmed, M. Salem, & Shahdy, Abanob.G. (2020). Theoretical and experimental study of a seawater desalination system based on humidification-dehumidification technique. Renewable Energy, 152((2020)), 823-834. doi: https://doi.org/10.1016/j.renene.2020.01.116
Narayan, G. Prakash, John, Maximus G. St., Zubair, Syed M., & Lienhard, John H., V. (2013). Thermal design of the humidification dehumidification desalination system: An experimental investigation. International Journal of Heat and Mass Transfer, 58(2013), 740–748. doi: http://dx.doi.org/10.1016/j.ijheatmasstransfer.2012.11.035
Narayan, G. Prakash, Sharqawy, Mostafa H., Lienhard V, John H., & Zubair, Syed M. . (2010). Thermodynamic analysis of humidifi cation dehumidifi cation desalination cycles. Desalination and Water Treatment, 16((1-3)), 339-353. doi: http://dx.doi.org/10.5004/dwt.2010.1078
Nayar, Kishor G., Sharqawy, Mostafa H., Banchik, Leonardo D., & Lienhard V, John H. (2016). Thermophysical properties of seawater: A review and new correlations that include pressure dependence. Desalination, 390((2016)), 1-24. doi: http://dx.doi.org/10.1016/j.desal.2016.02.024
Nayar, Kishor G., Sharqawy, Mostafa H., & Lienhard V, J.H. (2016). SEAWATER THERMOPHYSICAL PROPERTIES LIBRARY. Massachusetts: MIT.
Pahl, G., & Beitz, W. (1998). Engineering Design A Systematic Approach: Springer.
Perez Galindo, Jose A., Payan Rodriguez, Luis A., & Martin Dominguez, Ignacio R. (2007). LB-07-047: Thermodynamic Properties for Saturated Air, an Engineering Correlation. ASHRAE Transactions, 113(2), 449-456. doi: https://www.techstreet.com/standards/lb-07-047-thermodynamic-properties-for-saturated-air-an-engineering-correlation?product_id=1712682
Rafigh, M., Mirzaeian, M., Najafi, B., Rinaldi, F., & Marchesi, R. (2017). Multi-objective Optimization of a Solar Humidification Dehumidification Desalination Unit. 35th UIT Heat Transfer Conference (UIT2017), 923(2017), 012038. doi: https://doi.org/10.1088/1742-6596/923/1/012038
Salomons, O. W., van Houten, F. J. A. M., & Kals, H. J. J. (1993). Review of research in feature-based design. Journal of Manufacturing Systems, 12(2), 113-132.
Sharqawy, Mostafa H., Antar, Mohamed A., Zubair, Syed M., & Elbashir, Abubaker M. (2014). Optimumthermal design of humidification dehumidification desalination systems. Desalination, 349((2014)), 10–21. doi: https://doi.org/10.1016/j.desal.2014.06.016
Sharqawy, Mostafa H., Lienhard V, John H., & Zubair, Syed M. (2010). Thermophysical properties of seawater: a review of existing correlations and data. Desalination and Water Treatment, 16((1-3)), 354-380. doi: https://doi.org/10.5004/dwt.2010.1079
Soufari, SM., Zamen, M., & Amidpour, M. (2009). Performance optimization of humidification-dehumidification using mathematical programming. Desalination, 237(1–3), 305–317. doi: https://doi.org/10.1016/j.desal.2008.01.024
Triboix, Alain. (2009). Exact and approximate formulas for cross flow heat exchangers with unmixed fluid International Communications in Heat and Mass Transfer, 36((2009)), 121–124. doi: https://doi.org/10.1016/j.icheatmasstransfer.2008.10.012
Tseng, Hwai-En, Wang, Wen-Pai, & Shih, Hsun-Yi. (2007). Using memetic algorithms with guided local search to solve assembly sequence planning. Expert Systems with Applications, 33.
Zamen, M., Amidpourb, M., & Soufari, S. M. (2009). Cost optimization of a solar humidification–dehumidification desalination unit using mathematical programming. Desalination, 239(1-3), 92-99. doi: http://dx.doi.org/10.1016/j.desal.2008.03.009
Zhang, Yin, Zhang, Huan, Zheng, Wandong, You, Shijun, & Wang, Yaran. (2019). Optimal operating conditions of a hybrid humidification-dehumidification and heat pump desalination system with multi-objective particle swarm algorithm. Desalination, 468(2019), 114076. doi: https://doi.org/10.1016/j.desal.2019.114076
Zhou, Shihe. (2021). Parametric study and multi-objective optimization of a combined cooling, desalination and power system. Desalination and Water Treatment. doi: https://doi.org/10.5004/dwt.2021.26994
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