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Jointly optimized control for reverse osmosis desalination process with different types of energy resource

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  • Lee, Sangkeum
  • Hong, Junhee
  • Har, Dongsoo

Abstract

High energy efficiency for low operating cost of desalination can be obtained from operational optimizations as well as component-wise innovations. This paper is concerned with an energy-efficient operation for reverse osmosis (RO) desalination process involving a joint control of multiple modules. Energy resource considered for desalination is of two types: intermittent solar energy and steady grid energy. With solar energy, the energy efficiency is measured by total permeate production obtained while the solar energy is available. With grid energy, the energy efficiency is measured by the power consumed to get unit permeate production rate. Achieving maximum energy efficiency is equivalent to solving constrained optimization. For the constrained optimization, obligatory constraints are given by the permissible ranges of trans-membrane pressure on RO membrane and total dissolved solids of permeate, and optional constraint is given by the permissible range of permeate production rate. Constraints as well as the objective function are modeled by the empirical second order equations in terms of control variables of multiple modules. Jointly optimal values of the control variables are found by the sequential quadratic programming. Experimental results obtained by the jointly optimal control demonstrate superior performances as compared to those acquired by marginally optimal control schemes.

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  • Lee, Sangkeum & Hong, Junhee & Har, Dongsoo, 2016. "Jointly optimized control for reverse osmosis desalination process with different types of energy resource," Energy, Elsevier, vol. 117(P1), pages 116-130.
    • Handle: RePEc:eee:energy:v:117:y:2016:i:p1:p:116-130
    DOI: 10.1016/j.energy.2016.10.078
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    1. Kim, Jong Suk & Chen, Jun & Garcia, Humberto E., 2016. "Modeling, control, and dynamic performance analysis of a reverse osmosis desalination plant integrated within hybrid energy systems," Energy, Elsevier, vol. 112(C), pages 52-66.
    2. Narayan, G. Prakash & McGovern, Ronan K. & Zubair, Syed M. & Lienhard, John H., 2012. "High-temperature-steam-driven, varied-pressure, humidification-dehumidification system coupled with reverse osmosis for energy-efficient seawater desalination," Energy, Elsevier, vol. 37(1), pages 482-493.
    3. Altaee, Ali & Millar, Graeme J. & Zaragoza, Guillermo, 2016. "Integration and optimization of pressure retarded osmosis with reverse osmosis for power generation and high efficiency desalination," Energy, Elsevier, vol. 103(C), pages 110-118.
    4. El-Agouz, S.A. & Abd El-Aziz, G.B. & Awad, A.M., 2014. "Solar desalination system using spray evaporation," Energy, Elsevier, vol. 76(C), pages 276-283.
    5. Zhani, K. & Ben Bacha, H. & Damak, T., 2011. "Modeling and experimental validation of a humidification–dehumidification desalination unit solar part," Energy, Elsevier, vol. 36(5), pages 3159-3169.
    6. Qureshi, Bilal Ahmed & Zubair, Syed M., 2015. "Exergetic analysis of a brackish water reverse osmosis desalination unit with various energy recovery systems," Energy, Elsevier, vol. 93(P1), pages 256-265.
    7. Hanshik, Chung & Jeong, Hyomin & Jeong, Kwang-Woon & Choi, Soon-Ho, 2016. "Improved productivity of the MSF (multi-stage flashing) desalination plant by increasing the TBT (top brine temperature)," Energy, Elsevier, vol. 107(C), pages 683-692.
    8. Ahmadi, Pouria & Rosen, Marc A. & Dincer, Ibrahim, 2012. "Multi-objective exergy-based optimization of a polygeneration energy system using an evolutionary algorithm," Energy, Elsevier, vol. 46(1), pages 21-31.
    9. Clarke, Daniel P. & Al-Abdeli, Yasir M. & Kothapalli, Ganesh, 2015. "Multi-objective optimisation of renewable hybrid energy systems with desalination," Energy, Elsevier, vol. 88(C), pages 457-468.
    10. Mentis, Dimitrios & Karalis, George & Zervos, Arthouros & Howells, Mark & Taliotis, Constantinos & Bazilian, Morgan & Rogner, Holger, 2016. "Desalination using renewable energy sources on the arid islands of South Aegean Sea," Energy, Elsevier, vol. 94(C), pages 262-272.
    11. Eltawil, Mohamed A. & Zhengming, Zhao & Yuan, Liqiang, 2009. "A review of renewable energy technologies integrated with desalination systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2245-2262, December.
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