Optimización multiobjetivo mediante algoritmos evolutivos, para el diseño de desalinizadores solares de humidificación deshumidificación
DOI:
https://doi.org/10.51896/rilcods.v6i53.475Palabras clave:
optimización, multiobjetivo, CAD, CAE, desalinizaciónResumen
Los desalinizadores solares con el ciclo de humidificación deshumidificación (DSCHDH) son una opción viable para suplir el problema de escasez de agua potable en zonas cercanas a las costas de poca demanda y lejos de los sistemas de abasto tradicionales. Esta investigación tiene el propósito de proponer una metodología de diseño mejorada de DSCHDH. El objetivo propuesto, resulta en desarrollar un método que asegura el diseño adecuado mediante el empleo de los sistemas diseño asistido por computadora / análisis de ingeniería asistido por computadora (CAD/CAE) y la Inteligencia Artificial. Se configura una optimización multiobjetivo mediante algoritmos evolutivos que brindan un conjunto de soluciones eficientes y más económicas. Esto se desarrolla obteniendo del proceso de optimización multiobjetivo los valores termodinámicos óptimos y las dimensiones geométricas correspondientes a estos las cuales se enlazan a un sistema CAD capaz de representar el sistema y que soporta análisis de ingeniería, o sea, un sistema CAD/CAE. El aporte de la investigación se deriva del planteamiento del estudio de este tipo de sistemas en este marco.
Citas
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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