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Optimization of a PV–wind hybrid system under limited water resources

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  • Madhlopa, Amos
  • Sparks, Debbie
  • Keen, Samantha
  • Moorlach, Mascha
  • Krog, Pieter
  • Dlamini, Thuli

Abstract

Water plays a vital role in various economic sectors, including energy production. It is required in various stages of the energy production chain including fuel acquisition, processing and transportation. However, there are growing concerns about the mounting demand for water arising from population and industrial growth, especially in water-stressed regions. Climate change and environmental pollution are exacerbating the situation, and the exploitation of renewable energy resources is perceived as one pillar of mitigating the negative effects of climate change. In this regard, solar photovoltaic (PV) and wind power plants are promising renewable energy technologies, and previous studies have demonstrated that these two energy technologies are less water-intensive. However, the effect of available water on the optimization of a hybrid PV–wind system has not been extensively explored. In this study, a model for investigating water-efficient optimization of PV–wind hybrid systems has been proposed. The demand for water, in the production of energy from PV and wind power plants was expressed as a linear function of the numbers of PV panels and wind turbines. The proposed model was applied to the design of a grid-connected PV–wind hybrid system, using meteorological data from Bonfoi Stellenbosch weather station (33.935°S, 18.782°E) in South Africa. The hybrid system was designed to generate about 100,000MWh/year under the prevailing meteorological conditions. In addition, the Levelized Cost of Energy (LCOE) was optimized with (60,000m3) and without a water constraint. It was found that the water-constrained scenario reduced water demand by 24%. The optimal LCOE of the system declined by 23% when available water was increased from 60,000m3 to 75,000m3. It is therefore concluded that water availability is an important factor in the economic optimization of a hybrid PV–wind system.

Suggested Citation

  • Madhlopa, Amos & Sparks, Debbie & Keen, Samantha & Moorlach, Mascha & Krog, Pieter & Dlamini, Thuli, 2015. "Optimization of a PV–wind hybrid system under limited water resources," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 324-331.
    • Handle: RePEc:eee:rensus:v:47:y:2015:i:c:p:324-331
    DOI: 10.1016/j.rser.2015.03.051
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    1. Donev, Georgi & van Sark, Wilfried G.J.H.M. & Blok, Kornelis & Dintchev, Ognjan, 2012. "Solar water heating potential in South Africa in dynamic energy market conditions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 3002-3013.
    2. Zhou, Wei & Lou, Chengzhi & Li, Zhongshi & Lu, Lin & Yang, Hongxing, 2010. "Current status of research on optimum sizing of stand-alone hybrid solar-wind power generation systems," Applied Energy, Elsevier, vol. 87(2), pages 380-389, February.
    3. Damerau, Kerstin & Williges, Keith & Patt, Anthony G. & Gauché, Paul, 2011. "Costs of reducing water use of concentrating solar power to sustainable levels: Scenarios for North Africa," Energy Policy, Elsevier, vol. 39(7), pages 4391-4398, July.
    4. Diaf, S. & Diaf, D. & Belhamel, M. & Haddadi, M. & Louche, A., 2007. "A methodology for optimal sizing of autonomous hybrid PV/wind system," Energy Policy, Elsevier, vol. 35(11), pages 5708-5718, November.
    5. Ilinca, Adrian & McCarthy, Ed & Chaumel, Jean-Louis & Rétiveau, Jean-Louis, 2003. "Wind potential assessment of Quebec Province," Renewable Energy, Elsevier, vol. 28(12), pages 1881-1897.
    6. Fthenakis, Vasilis & Kim, Hyung Chul, 2010. "Life-cycle uses of water in U.S. electricity generation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(7), pages 2039-2048, September.
    7. de Jong, P. & Sánchez, A.S. & Esquerre, K. & Kalid, R.A. & Torres, E.A., 2013. "Solar and wind energy production in relation to the electricity load curve and hydroelectricity in the northeast region of Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 526-535.
    8. Wang, Xiaoting & Kurdgelashvili, Lado & Byrne, John & Barnett, Allen, 2011. "The value of module efficiency in lowering the levelized cost of energy of photovoltaic systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4248-4254.
    9. Li, Xin & Feng, Kuishuang & Siu, Yim Ling & Hubacek, Klaus, 2012. "Energy-water nexus of wind power in China: The balancing act between CO2 emissions and water consumption," Energy Policy, Elsevier, vol. 45(C), pages 440-448.
    10. Rahimi, Ehsan & Rabiee, Abdorreza & Aghaei, Jamshid & Muttaqi, Kashem M. & Esmaeel Nezhad, Ali, 2013. "On the management of wind power intermittency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 643-653.
    11. Boudghene Stambouli, A. & Khiat, Z. & Flazi, S. & Tanemoto, H. & Nakajima, M. & Isoda, H. & Yokoyama, F. & Hannachi, S. & Kurokawa, K. & Shimizu, M. & Koinuma, H. & Yassaa, N., 2014. "Trends and challenges of sustainable energy and water research in North Africa: Sahara solar breeder concerns at the intersection of energy/water," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 912-922.
    12. Caballero, F. & Sauma, E. & Yanine, F., 2013. "Business optimal design of a grid-connected hybrid PV (photovoltaic)-wind energy system without energy storage for an Easter Island's block," Energy, Elsevier, vol. 61(C), pages 248-261.
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