IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v47y2015icp324-331.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S136403211500204X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.rser.2015.03.051?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wang, Rui & Li, Guozheng & Ming, Mengjun & Wu, Guohua & Wang, Ling, 2017. "An efficient multi-objective model and algorithm for sizing a stand-alone hybrid renewable energy system," Energy, Elsevier, vol. 141(C), pages 2288-2299.
    2. Zou, Hongyang & Du, Huibin & Ren, Jingzheng & Sovacool, Benjamin K. & Zhang, Yongjie & Mao, Guozhu, 2017. "Market dynamics, innovation, and transition in China's solar photovoltaic (PV) industry: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 197-206.
    3. Mahesh, Aeidapu & Sandhu, Kanwarjit Singh, 2015. "Hybrid wind/photovoltaic energy system developments: Critical review and findings," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1135-1147.
    4. Eriksson, E.L.V. & Gray, E.MacA., 2017. "Optimization and integration of hybrid renewable energy hydrogen fuel cell energy systems – A critical review," Applied Energy, Elsevier, vol. 202(C), pages 348-364.
    5. Abdulrahman AlKassem & Azeddine Draou & Abdullah Alamri & Hisham Alharbi, 2022. "Design Analysis of an Optimal Microgrid System for the Integration of Renewable Energy Sources at a University Campus," Sustainability, MDPI, vol. 14(7), pages 1-20, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ma, Tao & Yang, Hongxing & Lu, Lin & Peng, Jinqing, 2014. "Technical feasibility study on a standalone hybrid solar-wind system with pumped hydro storage for a remote island in Hong Kong," Renewable Energy, Elsevier, vol. 69(C), pages 7-15.
    2. Wu, X.D. & Chen, G.Q., 2017. "Energy and water nexus in power generation: The surprisingly high amount of industrial water use induced by solar power infrastructure in China," Applied Energy, Elsevier, vol. 195(C), pages 125-136.
    3. Kaabeche, A. & Belhamel, M. & Ibtiouen, R., 2011. "Sizing optimization of grid-independent hybrid photovoltaic/wind power generation system," Energy, Elsevier, vol. 36(2), pages 1214-1222.
    4. Liu, Yitong & Chen, Bin & Wei, Wendong & Shao, Ling & Li, Zhi & Jiang, Weizhong & Chen, Guoqian, 2020. "Global water use associated with energy supply, demand and international trade of China," Applied Energy, Elsevier, vol. 257(C).
    5. Diaf, S. & Notton, G. & Belhamel, M. & Haddadi, M. & Louche, A., 2008. "Design and techno-economical optimization for hybrid PV/wind system under various meteorological conditions," Applied Energy, Elsevier, vol. 85(10), pages 968-987, October.
    6. Shang, Yizi & Hei, Pengfei & Lu, Shibao & Shang, Ling & Li, Xiaofei & Wei, Yongping & Jia, Dongdong & Jiang, Dong & Ye, Yuntao & Gong, Jiaguo & Lei, Xiaohui & Hao, Mengmeng & Qiu, Yaqin & Liu, Jiahong, 2018. "China’s energy-water nexus: Assessing water conservation synergies of the total coal consumption cap strategy until 2050," Applied Energy, Elsevier, vol. 210(C), pages 643-660.
    7. Maleki, Akbar & Pourfayaz, Fathollah & Rosen, Marc A., 2016. "A novel framework for optimal design of hybrid renewable energy-based autonomous energy systems: A case study for Namin, Iran," Energy, Elsevier, vol. 98(C), pages 168-180.
    8. Jin, Yi & Behrens, Paul & Tukker, Arnold & Scherer, Laura, 2019. "Water use of electricity technologies: A global meta-analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 115(C).
    9. Rafique, M. Mujahid & Rehman, S. & Alhems, Luai M., 2018. "Developing zero energy and sustainable villages – A case study for communities of the future," Renewable Energy, Elsevier, vol. 127(C), pages 565-574.
    10. Kaldellis, J.K. & Zafirakis, D. & Kavadias, K., 2012. "Minimum cost solution of wind–photovoltaic based stand-alone power systems for remote consumers," Energy Policy, Elsevier, vol. 42(C), pages 105-117.
    11. Jurasz, Jakub & Mikulik, Jerzy & Krzywda, Magdalena & Ciapała, Bartłomiej & Janowski, Mirosław, 2018. "Integrating a wind- and solar-powered hybrid to the power system by coupling it with a hydroelectric power station with pumping installation," Energy, Elsevier, vol. 144(C), pages 549-563.
    12. Dmitriy N. Karamov & Pavel V. Ilyushin & Konstantin V. Suslov, 2022. "Electrification of Rural Remote Areas Using Renewable Energy Sources: Literature Review," Energies, MDPI, vol. 15(16), pages 1-13, August.
    13. Lamnatou, Chr. & Chemisana, D., 2017. "Concentrating solar systems: Life Cycle Assessment (LCA) and environmental issues," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 916-932.
    14. Perera, A.T.D. & Attalage, R.A. & Perera, K.K.C.K. & Dassanayake, V.P.C., 2013. "Designing standalone hybrid energy systems minimizing initial investment, life cycle cost and pollutant emission," Energy, Elsevier, vol. 54(C), pages 220-230.
    15. Zahboune, Hassan & Zouggar, Smail & Yong, Jun Yow & Varbanov, Petar Sabev & Elhafyani, Mohammed & Ziani, Elmostafa & Zarhloule, Yassine, 2016. "Modified Electric System Cascade Analysis for optimal sizing of an autonomous Hybrid Energy System," Energy, Elsevier, vol. 116(P2), pages 1374-1384.
    16. Mazzeo, Domenico & Matera, Nicoletta & De Luca, Pierangelo & Baglivo, Cristina & Maria Congedo, Paolo & Oliveti, Giuseppe, 2020. "Worldwide geographical mapping and optimization of stand-alone and grid-connected hybrid renewable system techno-economic performance across Köppen-Geiger climates," Applied Energy, Elsevier, vol. 276(C).
    17. Nicolas Martinez & Youssef Benchaabane & Rosa Elvira Silva & Adrian Ilinca & Hussein Ibrahim & Ambrish Chandra & Daniel R. Rousse, 2019. "Computer Model for a Wind–Diesel Hybrid System with Compressed Air Energy Storage," Energies, MDPI, vol. 12(18), pages 1-18, September.
    18. Prasad, Abhnil A. & Taylor, Robert A. & Kay, Merlinde, 2017. "Assessment of solar and wind resource synergy in Australia," Applied Energy, Elsevier, vol. 190(C), pages 354-367.
    19. Sinha, Sunanda & Chandel, S.S., 2015. "Review of recent trends in optimization techniques for solar photovoltaic–wind based hybrid energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 755-769.
    20. Mahesh, Aeidapu & Sandhu, Kanwarjit Singh, 2015. "Hybrid wind/photovoltaic energy system developments: Critical review and findings," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1135-1147.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:rensus:v:47:y:2015:i:c:p:324-331. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600126/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.