IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v141y2019icp181-194.html
   My bibliography  Save this article

Influence of climatological data records on design of a standalone hybrid PV-hydroelectric power system

Author

Listed:
  • Shabani, Masoume
  • Mahmoudimehr, Javad

Abstract

Climatological data records have a critical role in the design of renewable power systems. Various data sampling approaches were employed by literature. However, to the authors’ knowledge, there is no work comparing them. This paper compares the results of four commonly used data records sampling scenarios (scenario 1:“15th July”, scenario 2: “a single yearly-averaged day”, scenario 3: “12 monthly-averaged days”, and scenario 4: “full yearly data”) for the multi-objective optimal design of a standalone hybrid PV-hydroelectric system by using NSGA-II. Investment cost and Loss of Power Supply Probability (LPSP) constitute the objective functions of the problem. The results will reveal that scenario 4 is the only scenario that fully satisfies the demanded power profile over the year, whereas scenarios 1 to 3 are not able to satisfy more than 95.3%, 72.3%, and 92.4% of the yearly demanded power profile, respectively. The currently employed optimization procedure, which combines NSGAII with a simple operational strategy, allows for the implementation of all the mentioned scenarios with tractable computation time (35–4150 min on an Intel (R) Core (TM) i7 4 GHz processor). This study can help designers to select a suitable data records through making a trade-off among data availability, computation time, and power supply probability.

Suggested Citation

  • Shabani, Masoume & Mahmoudimehr, Javad, 2019. "Influence of climatological data records on design of a standalone hybrid PV-hydroelectric power system," Renewable Energy, Elsevier, vol. 141(C), pages 181-194.
    • Handle: RePEc:eee:renene:v:141:y:2019:i:c:p:181-194
    DOI: 10.1016/j.renene.2019.03.145
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148119304665
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2019.03.145?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. Ma, Tao & Yang, Hongxing & Lu, Lin, 2014. "Solar photovoltaic system modeling and performance prediction," Renewable and Sustainable Energy Reviews, Elsevier, vol. 36(C), pages 304-315.
    2. Mahmoudimehr, Javad & Shabani, Masoume, 2018. "Optimal design of hybrid photovoltaic-hydroelectric standalone energy system for north and south of Iran," Renewable Energy, Elsevier, vol. 115(C), pages 238-251.
    3. 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.
    4. Rehman, Shafiqur & Al-Hadhrami, Luai M. & Alam, Md. Mahbub, 2015. "Pumped hydro energy storage system: A technological review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 586-598.
    5. Shabani, Masoume & Mahmoudimehr, Javad, 2018. "Techno-economic role of PV tracking technology in a hybrid PV-hydroelectric standalone power system," Applied Energy, Elsevier, vol. 212(C), pages 84-108.
    6. Kamali, Saeed, 2016. "Feasibility analysis of standalone photovoltaic electrification system in a residential building in Cyprus," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 1279-1284.
    7. de Blas, M.A & Torres, J.L & Prieto, E & Garcı́a, A, 2002. "Selecting a suitable model for characterizing photovoltaic devices," Renewable Energy, Elsevier, vol. 25(3), pages 371-380.
    8. Glasnovic, Zvonimir & Margeta, Jure, 2009. "The features of sustainable Solar Hydroelectric Power Plant," Renewable Energy, Elsevier, vol. 34(7), pages 1742-1751.
    9. Manfrida, Giampaolo & Secchi, Riccardo, 2014. "Seawater pumping as an electricity storage solution for photovoltaic energy systems," Energy, Elsevier, vol. 69(C), pages 470-484.
    10. Ma, Tao & Yang, Hongxing & Lu, Lin & Peng, Jinqing, 2015. "Optimal design of an autonomous solar–wind-pumped storage power supply system," Applied Energy, Elsevier, vol. 160(C), pages 728-736.
    11. Celik, Ali Naci & Acikgoz, NasIr, 2007. "Modelling and experimental verification of the operating current of mono-crystalline photovoltaic modules using four- and five-parameter models," Applied Energy, Elsevier, vol. 84(1), pages 1-15, January.
    12. Katsaprakakis, Dimitris Al. & Christakis, Dimitris G. & Stefanakis, Ioannis & Spanos, Petros & Stefanakis, Nikos, 2013. "Technical details regarding the design, the construction and the operation of seawater pumped storage systems," Energy, Elsevier, vol. 55(C), pages 619-630.
    13. Ma, Tao & Yang, Hongxing & Lu, Lin & Peng, Jinqing, 2015. "Pumped storage-based standalone photovoltaic power generation system: Modeling and techno-economic optimization," Applied Energy, Elsevier, vol. 137(C), pages 649-659.
    14. Zhao, Guangzhi & Davison, Matt, 2009. "Optimal control of hydroelectric facility incorporating pump storage," Renewable Energy, Elsevier, vol. 34(4), pages 1064-1077.
    15. Margeta, Jure & Glasnovic, Zvonimir, 2011. "Exploitation of temporary water flow by hybrid PV-hydroelectric plant," Renewable Energy, Elsevier, vol. 36(8), pages 2268-2277.
    16. Manolakos, D & Papadakis, G & Papantonis, D & Kyritsis, S, 2004. "A stand-alone photovoltaic power system for remote villages using pumped water energy storage," Energy, Elsevier, vol. 29(1), pages 57-69.
    17. Nfah, E.M. & Ngundam, J.M., 2009. "Feasibility of pico-hydro and photovoltaic hybrid power systems for remote villages in Cameroon," Renewable Energy, Elsevier, vol. 34(6), pages 1445-1450.
    18. Margeta, Jure & Glasnovic, Zvonimir, 2010. "Feasibility of the green energy production by hybrid solar + hydro power system in Europe and similar climate areas," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(6), pages 1580-1590, August.
    19. Katsaprakakis, Dimitris Al. & Christakis, Dimitris G. & Pavlopoylos, Kosmas & Stamataki, Sofia & Dimitrelou, Irene & Stefanakis, Ioannis & Spanos, Petros, 2012. "Introduction of a wind powered pumped storage system in the isolated insular power system of Karpathos–Kasos," Applied Energy, Elsevier, vol. 97(C), pages 38-48.
    20. Zvonimir Glasnovic & Karmen Margeta & Visnja Omerbegovic, 2013. "Artificial Water Inflow Created by Solar Energy for Continuous Green Energy Production," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(7), pages 2303-2323, May.
    21. Li, Fang-Fang & Qiu, Jun, 2016. "Multi-objective optimization for integrated hydro–photovoltaic power system," Applied Energy, Elsevier, vol. 167(C), pages 377-384.
    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. Shabani, Mohadeseh & Kordrostami, Sohrab & Jahani Sayyad Noveiri, Monireh, 2023. "Renewable energy performance analysis using fuzzy dynamic directional distance function model under natural and managerial disposability," Applied Energy, Elsevier, vol. 352(C).
    2. Jurasz, Jakub & Kies, Alexander & Zajac, Pawel, 2020. "Synergetic operation of photovoltaic and hydro power stations on a day-ahead energy market," Energy, Elsevier, vol. 212(C).
    3. Shabani, Masoume & Wallin, Fredrik & Dahlquist, Erik & Yan, Jinyue, 2023. "The impact of battery operating management strategies on life cycle cost assessment in real power market for a grid-connected residential battery application," Energy, Elsevier, vol. 270(C).
    4. Makhdoomi, Sina & Askarzadeh, Alireza, 2021. "Impact of solar tracker and energy storage system on sizing of hybrid energy systems: A comparison between diesel/PV/PHS and diesel/PV/FC," Energy, Elsevier, vol. 231(C).

    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. Shabani, Masoume & Mahmoudimehr, Javad, 2018. "Techno-economic role of PV tracking technology in a hybrid PV-hydroelectric standalone power system," Applied Energy, Elsevier, vol. 212(C), pages 84-108.
    2. Mahmoudimehr, Javad & Shabani, Masoume, 2018. "Optimal design of hybrid photovoltaic-hydroelectric standalone energy system for north and south of Iran," Renewable Energy, Elsevier, vol. 115(C), pages 238-251.
    3. Shabani, Masoume & Dahlquist, Erik & Wallin, Fredrik & Yan, Jinyue, 2020. "Techno-economic comparison of optimal design of renewable-battery storage and renewable micro pumped hydro storage power supply systems: A case study in Sweden," Applied Energy, Elsevier, vol. 279(C).
    4. Javed, Muhammad Shahzad & Ma, Tao & Jurasz, Jakub & Amin, Muhammad Yasir, 2020. "Solar and wind power generation systems with pumped hydro storage: Review and future perspectives," Renewable Energy, Elsevier, vol. 148(C), pages 176-192.
    5. Ma, Tao & Yang, Hongxing & Lu, Lin & Peng, Jinqing, 2015. "Pumped storage-based standalone photovoltaic power generation system: Modeling and techno-economic optimization," Applied Energy, Elsevier, vol. 137(C), pages 649-659.
    6. Rehman, Shafiqur & Al-Hadhrami, Luai M. & Alam, Md. Mahbub, 2015. "Pumped hydro energy storage system: A technological review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 586-598.
    7. Mahfoud, Rabea Jamil & Alkayem, Nizar Faisal & Zhang, Yuquan & Zheng, Yuan & Sun, Yonghui & Alhelou, Hassan Haes, 2023. "Optimal operation of pumped hydro storage-based energy systems: A compendium of current challenges and future perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 178(C).
    8. Jurasz, Jakub & Kies, Alexander & Zajac, Pawel, 2020. "Synergetic operation of photovoltaic and hydro power stations on a day-ahead energy market," Energy, Elsevier, vol. 212(C).
    9. Makhdoomi, Sina & Askarzadeh, Alireza, 2020. "Daily performance optimization of a grid-connected hybrid system composed of photovoltaic and pumped hydro storage (PV/PHS)," Renewable Energy, Elsevier, vol. 159(C), pages 272-285.
    10. Petrollese, Mario & Seche, Pierluigi & Cocco, Daniele, 2019. "Analysis and optimization of solar-pumped hydro storage systems integrated in water supply networks," Energy, Elsevier, vol. 189(C).
    11. Bhattacharjee, Subhadeep & Nayak, Pabitra Kumar, 2019. "PV-pumped energy storage option for convalescing performance of hydroelectric station under declining precipitation trend," Renewable Energy, Elsevier, vol. 135(C), pages 288-302.
    12. Evance Chaima & Jijian Lian & Chao Ma & Yusheng Zhang & Sheila Kavwenje, 2021. "Complementary Optimization of Hydropower with Pumped Hydro Storage–Photovoltaic Plant for All-Day Peak Electricity Demand in Malawi," Energies, MDPI, vol. 14(16), pages 1-26, August.
    13. Glasnovic, Zvonimir & Margeta, Karmen & Premec, Krunoslav, 2016. "Could Key Engine, as a new open-source for RES technology development, start the third industrial revolution?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 1194-1209.
    14. William López-Castrillón & Héctor H. Sepúlveda & Cristian Mattar, 2021. "Off-Grid Hybrid Electrical Generation Systems in Remote Communities: Trends and Characteristics in Sustainability Solutions," Sustainability, MDPI, vol. 13(11), pages 1-29, May.
    15. Hunt, Julian David & Freitas, Marcos Aurélio Vasconcelos de & Pereira Junior, Amaro Olímpio, 2017. "A review of seasonal pumped-storage combined with dams in cascade in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 385-398.
    16. Makhdoomi, Sina & Askarzadeh, Alireza, 2021. "Impact of solar tracker and energy storage system on sizing of hybrid energy systems: A comparison between diesel/PV/PHS and diesel/PV/FC," Energy, Elsevier, vol. 231(C).
    17. 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.
    18. Wen, Xin & Sun, Yuanliang & Tan, Qiaofeng & Tang, Zhengyang & Wang, Zhenni & Liu, Zhehua & Ding, Ziyu, 2022. "Optimizing the sizes of wind and photovoltaic plants complementarily operating with cascade hydropower stations: Balancing risk and benefit," Applied Energy, Elsevier, vol. 306(PA).
    19. Javed, Muhammad Shahzad & Zhong, Dan & Ma, Tao & Song, Aotian & Ahmed, Salman, 2020. "Hybrid pumped hydro and battery storage for renewable energy based power supply system," Applied Energy, Elsevier, vol. 257(C).
    20. Mensah, Johnson Herlich Roslee & Santos, Ivan Felipe Silva dos & Raimundo, Danielle Rodrigues & Costa de Oliveira Botan, Maria Cláudia & Barros, Regina Mambeli & Tiago Filho, Geraldo Lucio, 2022. "Energy and economic study of using Pumped Hydropower Storage with renewable resources to recover the Furnas reservoir," Renewable Energy, Elsevier, vol. 199(C), pages 320-334.

    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:renene:v:141:y:2019:i:c:p:181-194. 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.journals.elsevier.com/renewable-energy .

    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.