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Techno-economic-environmental analysis of direct-contact membrane distillation systems integrated with low-grade heat sources: A multi-objective optimization approach

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  • Xu, Jianwei
  • Liang, Yingzong
  • Luo, Xianglong
  • Chen, Jianyong
  • Yang, Zhi
  • Chen, Ying

Abstract

Membrane distillation (MD) is an emerging desalination technology powered by low-grade thermal energy. This paper presents the multi-objective optimal design of the membrane distillation desalination plant. The heat sources are supercritical CO2 (sCO2) Brayton cycle waste heat and geothermal energy. Multi-objective mixed-integer nonlinear programming models are developed to optimize the integrated systems' design and operating conditions based on economic and environmental metrics. The models consider the simultaneous optimization of water production costs (wpc) and environmental impacts (wpei). The environmental performance is quantified through a life cycle assessment using the widely used ReCiPe 2016 method, enabling the identification of the main environmental hotspots throughout the plant's life cycle. Our methodology demonstrates the sustainability of MD desalination plants through various case studies. The results indicate that an appropriate MD system design can significantly reduce the environmental burden with a slight increase in cost. For the sCO2-MD scenario, a cost-effective design can achieve a minimum wpc of 0.758 $/m3 and a minimum wpei of 0.172 Pt/m3 in an environmentally friendly design. A balanced design can reduce the environmental impact by 31.30% with a slight cost increase of 4.48% compared to a cost-effective design. The minimum wpc and minimum wpei for the geothermal MD (GTMD) scenario are 412.27% and 215.94% higher, respectively, compared to the sCO2-MD scenario. Moreover, reducing the wpei of the GTMD system is also more expensive, requiring a 10.67% increase in cost to reduce the environmental impact by 21.65%.

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  • Xu, Jianwei & Liang, Yingzong & Luo, Xianglong & Chen, Jianyong & Yang, Zhi & Chen, Ying, 2023. "Techno-economic-environmental analysis of direct-contact membrane distillation systems integrated with low-grade heat sources: A multi-objective optimization approach," Applied Energy, Elsevier, vol. 349(C).
  • Handle: RePEc:eee:appene:v:349:y:2023:i:c:s0306261923010048
    DOI: 10.1016/j.apenergy.2023.121640
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    References listed on IDEAS

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    1. Olabi, A.G. & Elsaid, Khaled & Rabaia, Malek Kamal Hussien & Askalany, Ahmed A. & Abdelkareem, Mohammad Ali, 2020. "Waste heat-driven desalination systems: Perspective," Energy, Elsevier, vol. 209(C).
    2. Arne Stolbjerg Drud, 1994. "CONOPT—A Large-Scale GRG Code," INFORMS Journal on Computing, INFORMS, vol. 6(2), pages 207-216, May.
    3. Ghaffour, N. & Soukane, S. & Lee, J.-G. & Kim, Y. & Alpatova, A., 2019. "Membrane distillation hybrids for water production and energy efficiency enhancement: A critical review," Applied Energy, Elsevier, vol. 254(C).
    4. Tian, Xueyu & You, Fengqi, 2019. "Carbon-neutral hybrid energy systems with deep water source cooling, biomass heating, and geothermal heat and power," Applied Energy, Elsevier, vol. 250(C), pages 413-432.
    5. Roggenburg, Michael & Warsinger, David M. & Bocanegra Evans, Humberto & Castillo, Luciano, 2021. "Combatting water scarcity and economic distress along the US-Mexico border using renewable powered desalination," Applied Energy, Elsevier, vol. 291(C).
    6. Li, Qiyuan & Omar, Amr & Cha-Umpong, Withita & Liu, Qian & Li, Xiaopeng & Wen, Jianping & Wang, Yinfeng & Razmjou, Amir & Guan, Jing & Taylor, Robert A., 2020. "The potential of hollow fiber vacuum multi-effect membrane distillation for brine treatment," Applied Energy, Elsevier, vol. 276(C).
    7. Baghbanzadeh, Mohammadali & Rana, Dipak & Lan, Christopher Q. & Matsuura, Takeshi, 2017. "Zero thermal input membrane distillation, a zero-waste and sustainable solution for freshwater shortage," Applied Energy, Elsevier, vol. 187(C), pages 910-928.
    8. Sanchez, Alejandro Espejo & Goel, Nipun & Otanicar, Todd, 2022. "Novel hybrid solar nanophotonic distillation membrane with photovoltaic module for co-production of electricity and water," Applied Energy, Elsevier, vol. 305(C).
    9. Wang, Jingyi & Wang, Zhe & Zhou, Ding & Sun, Kaiyu, 2019. "Key issues and novel optimization approaches of industrial waste heat recovery in district heating systems," Energy, Elsevier, vol. 188(C).
    10. Andrés-Mañas, J.A. & Roca, L. & Ruiz-Aguirre, A. & Acién, F.G. & Gil, J.D. & Zaragoza, G., 2020. "Application of solar energy to seawater desalination in a pilot system based on vacuum multi-effect membrane distillation," Applied Energy, Elsevier, vol. 258(C).
    11. Bogdanov, Dmitrii & Gulagi, Ashish & Fasihi, Mahdi & Breyer, Christian, 2021. "Full energy sector transition towards 100% renewable energy supply: Integrating power, heat, transport and industry sectors including desalination," Applied Energy, Elsevier, vol. 283(C).
    12. Aghahosseini, Arman & Breyer, Christian, 2020. "From hot rock to useful energy: A global estimate of enhanced geothermal systems potential," Applied Energy, Elsevier, vol. 279(C).
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    1. Choi, Jihyeok & Cho, Jinsoo & Cha, Hoyoung & Song, Kyung Guen, 2024. "Computational fluid dynamics simulation of the stacked module in air gap membrane distillation for enhanced permeate flux and energy efficiency," Applied Energy, Elsevier, vol. 360(C).

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