IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v137y2015icp649-659.html
   My bibliography  Save this article

Pumped storage-based standalone photovoltaic power generation system: Modeling and techno-economic optimization

Author

Listed:
  • Ma, Tao
  • Yang, Hongxing
  • Lu, Lin
  • Peng, Jinqing

Abstract

Standalone renewable energy (RE) systems hold the most promising solution to the electrification of remote areas without utility grid access, while a feasible energy storage is a core part for achieving a continuous and reliable power supply since RE is usually intermittent and weather dependent. In the present study, the pumped hydro storage system is proposed, which is considered as a promising technology for solar energy penetration and particularly for small autonomous systems in remote areas. The mathematical models for the major components are developed, and system reliability and economic criteria are discussed as a benchmark for optimization. The genetic algorithm (GA), along with Pareto optimality concept, is used for the system techno-economic optimization: to maximize power supply reliability and minimize system lifecycle cost simultaneously. The proposed methodology is applied on a real remote inhabited island without power supply. System sizing, simulation and optimization are carried out using single-objective and double-objective GA technique. The performance of the optimal case under zero LPSP is examined. This study demonstrates that the proposed models and optimization algorithm is effective and can be used for other similar studies in the future.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:appene:v:137:y:2015:i:c:p:649-659
    DOI: 10.1016/j.apenergy.2014.06.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261914005790
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2014.06.005?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. Bueno, C. & Carta, J.A., 2006. "Wind powered pumped hydro storage systems, a means of increasing the penetration of renewable energy in the Canary Islands," Renewable and Sustainable Energy Reviews, Elsevier, vol. 10(4), pages 312-340, August.
    2. 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.
    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. Yang, H.X. & Lu, L. & Burnett, J., 2003. "Weather data and probability analysis of hybrid photovoltaic–wind power generation systems in Hong Kong," Renewable Energy, Elsevier, vol. 28(11), pages 1813-1824.
    5. Belmili, Hocine & Haddadi, Mourad & Bacha, Seddik & Almi, Mohamed Fayçal & Bendib, Boualem, 2014. "Sizing stand-alone photovoltaic–wind hybrid system: Techno-economic analysis and optimization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 821-832.
    6. Katsaprakakis, Dimitris Al. & Christakis, Dimitris G. & Zervos, Arthouros & Papantonis, Dimitris & Voutsinas, Spiros, 2008. "Pumped storage systems introduction in isolated power production systems," Renewable Energy, Elsevier, vol. 33(3), pages 467-490.
    7. Okou, R. & Sebitosi, A.B. & Pillay, P., 2011. "Flywheel rotor manufacture for rural energy storage in sub-Saharan Africa," Energy, Elsevier, vol. 36(10), pages 6138-6145.
    8. Rabiee, Abdorreza & Khorramdel, Hossein & Aghaei, Jamshid, 2013. "A review of energy storage systems in microgrids with wind turbines," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 316-326.
    9. Connolly, D. & Lund, H. & Mathiesen, B.V. & Pican, E. & Leahy, M., 2012. "The technical and economic implications of integrating fluctuating renewable energy using energy storage," Renewable Energy, Elsevier, vol. 43(C), pages 47-60.
    10. Sallem, Souhir & Chaabene, Maher & Kamoun, M.B.A., 2009. "Energy management algorithm for an optimum control of a photovoltaic water pumping system," Applied Energy, Elsevier, vol. 86(12), pages 2671-2680, December.
    11. Succar, Samir & Denkenberger, David C. & Williams, Robert H., 2012. "Optimization of specific rating for wind turbine arrays coupled to compressed air energy storage," Applied Energy, Elsevier, vol. 96(C), pages 222-234.
    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. 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.
    14. 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.
    15. Lau, K.Y. & Yousof, M.F.M. & Arshad, S.N.M. & Anwari, M. & Yatim, A.H.M., 2010. "Performance analysis of hybrid photovoltaic/diesel energy system under Malaysian conditions," Energy, Elsevier, vol. 35(8), pages 3245-3255.
    16. Baker, John, 2008. "New technology and possible advances in energy storage," Energy Policy, Elsevier, vol. 36(12), pages 4368-4373, December.
    17. Anagnostopoulos, J.S. & Papantonis, D.E., 2008. "Simulation and size optimization of a pumped–storage power plant for the recovery of wind-farms rejected energy," Renewable Energy, Elsevier, vol. 33(7), pages 1685-1694.
    18. Kapsali, M. & Anagnostopoulos, J.S. & Kaldellis, J.K., 2012. "Wind powered pumped-hydro storage systems for remote islands: A complete sensitivity analysis based on economic perspectives," Applied Energy, Elsevier, vol. 99(C), pages 430-444.
    19. Díaz-González, Francisco & Sumper, Andreas & Gomis-Bellmunt, Oriol & Villafáfila-Robles, Roberto, 2012. "A review of energy storage technologies for wind power applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 2154-2171.
    20. Padrón, S. & Medina, J.F. & Rodríguez, A., 2011. "Analysis of a pumped storage system to increase the penetration level of renewable energy in isolated power systems. Gran Canaria: A case study," Energy, Elsevier, vol. 36(12), pages 6753-6762.
    21. Manolakos, D & Papadakis, G & Papantonis, D & Kyritsis, S, 2001. "A simulation-optimisation programme for designing hybrid energy systems for supplying electricity and fresh water through desalination to remote areas," Energy, Elsevier, vol. 26(7), pages 679-704.
    22. 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.
    23. 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.
    24. Ardizzon, G. & Cavazzini, G. & Pavesi, G., 2014. "A new generation of small hydro and pumped-hydro power plants: Advances and future challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 746-761.
    25. Ma, Tao & Yang, Hongxing & Lu, Lin, 2014. "A feasibility study of a stand-alone hybrid solar–wind–battery system for a remote island," Applied Energy, Elsevier, vol. 121(C), pages 149-158.
    26. Ma, Tao & Yang, Hongxing & Lu, Lin, 2013. "Performance evaluation of a stand-alone photovoltaic system on an isolated island in Hong Kong," Applied Energy, Elsevier, vol. 112(C), pages 663-672.
    27. Konak, Abdullah & Coit, David W. & Smith, Alice E., 2006. "Multi-objective optimization using genetic algorithms: A tutorial," Reliability Engineering and System Safety, Elsevier, vol. 91(9), pages 992-1007.
    28. Kapsali, M. & Kaldellis, J.K., 2010. "Combining hydro and variable wind power generation by means of pumped-storage under economically viable terms," Applied Energy, Elsevier, vol. 87(11), pages 3475-3485, November.
    29. Hadjipaschalis, Ioannis & Poullikkas, Andreas & Efthimiou, Venizelos, 2009. "Overview of current and future energy storage technologies for electric power applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(6-7), pages 1513-1522, August.
    30. Erdinc, O. & Uzunoglu, M., 2012. "Optimum design of hybrid renewable energy systems: Overview of different approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(3), pages 1412-1425.
    31. Papaefthymiou, Stefanos V. & Papathanassiou, Stavros A., 2014. "Optimum sizing of wind-pumped-storage hybrid power stations in island systems," Renewable Energy, Elsevier, vol. 64(C), pages 187-196.
    32. Campana, Pietro Elia & Li, Hailong & Yan, Jinyue, 2013. "Dynamic modelling of a PV pumping system with special consideration on water demand," Applied Energy, Elsevier, vol. 112(C), pages 635-645.
    33. Koohi-Kamali, Sam & Tyagi, V.V. & Rahim, N.A. & Panwar, N.L. & Mokhlis, H., 2013. "Emergence of energy storage technologies as the solution for reliable operation of smart power systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 135-165.
    34. Krieger, Elena M. & Cannarella, John & Arnold, Craig B., 2013. "A comparison of lead-acid and lithium-based battery behavior and capacity fade in off-grid renewable charging applications," Energy, Elsevier, vol. 60(C), pages 492-500.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. 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.
    3. 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.
    4. Katsaprakakis, Dimitris Al. & Christakis, Dimitris G., 2014. "Seawater pumped storage systems and offshore wind parks in islands with low onshore wind potential. A fundamental case study," Energy, Elsevier, vol. 66(C), pages 470-486.
    5. 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.
    6. Katsaprakakis, Dimitris Al., 2016. "Hybrid power plants in non-interconnected insular systems," Applied Energy, Elsevier, vol. 164(C), pages 268-283.
    7. 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.
    8. 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.
    9. Meschede, Henning & Holzapfel, Peter & Kadelbach, Florian & Hesselbach, Jens, 2016. "Classification of global island regarding the opportunity of using RES," Applied Energy, Elsevier, vol. 175(C), pages 251-258.
    10. 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.
    11. Dhillon, Javed & Kumar, Arun & Singal, S.K., 2014. "Optimization methods applied for Wind–PSP operation and scheduling under deregulated market: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 682-700.
    12. Koohi-Kamali, Sam & Tyagi, V.V. & Rahim, N.A. & Panwar, N.L. & Mokhlis, H., 2013. "Emergence of energy storage technologies as the solution for reliable operation of smart power systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 135-165.
    13. Erdinc, O. & Uzunoglu, M., 2012. "Optimum design of hybrid renewable energy systems: Overview of different approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(3), pages 1412-1425.
    14. Zakeri, Behnam & Syri, Sanna, 2015. "Electrical energy storage systems: A comparative life cycle cost analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 569-596.
    15. 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).
    16. Díaz-González, Francisco & Sumper, Andreas & Gomis-Bellmunt, Oriol & Villafáfila-Robles, Roberto, 2012. "A review of energy storage technologies for wind power applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 2154-2171.
    17. 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.
    18. Tan, Qiaofeng & Wen, Xin & Sun, Yuanliang & Lei, Xiaohui & Wang, Zhenni & Qin, Guanghua, 2021. "Evaluation of the risk and benefit of the complementary operation of the large wind-photovoltaic-hydropower system considering forecast uncertainty," Applied Energy, Elsevier, vol. 285(C).
    19. Kapsali, M. & Anagnostopoulos, J.S., 2017. "Investigating the role of local pumped-hydro energy storage in interconnected island grids with high wind power generation," Renewable Energy, Elsevier, vol. 114(PB), pages 614-628.
    20. Simoglou, Christos K. & Bakirtzis, Emmanouil A. & Biskas, Pandelis N. & Bakirtzis, Anastasios G., 2016. "Optimal operation of insular electricity grids under high RES penetration," Renewable Energy, Elsevier, vol. 86(C), pages 1308-1316.

    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:appene:v:137:y:2015:i:c:p:649-659. 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/405891/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.