IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v68y2017ip1p70-86.html
   My bibliography  Save this article

A review of photovoltaic water pumping system designing methods, control strategies and field performance

Author

Listed:
  • Muhsen, Dhiaa Halboot
  • Khatib, Tamer
  • Nagi, Farrukh

Abstract

Photovoltaic water pumping system (PVPS) is an important and promising application of solar energy systems especially in remote areas. In this review paper, research work on PVPS modeling, reliability, feasibility, field performance, design procedures and control strategies is analyzed and reported. In addition, technical challenges to this science are concluded in this review. According to the results, the numerical method is recommended for sizing PVPS. In the meanwhile, incremental conductance and artificial intelligent (AI) based maximum power point tracking algorithms are the most recommended control strategies for PVPS. On the other hand, According to reported PVPS performance, the average overall system's efficiency is about 3.4% with average annual productivity rate of 6580.611m3/kWp. In general PVPS have a number of challenges related to design procedure, modeling method, control strategy, availability of data and site obstacles such as shadow effects.

Suggested Citation

  • Muhsen, Dhiaa Halboot & Khatib, Tamer & Nagi, Farrukh, 2017. "A review of photovoltaic water pumping system designing methods, control strategies and field performance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 70-86.
    • Handle: RePEc:eee:rensus:v:68:y:2017:i:p1:p:70-86
    DOI: 10.1016/j.rser.2016.09.129
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032116306396
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.rser.2016.09.129?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. Mellit, A. & Kalogirou, S.A. & Hontoria, L. & Shaari, S., 2009. "Artificial intelligence techniques for sizing photovoltaic systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(2), pages 406-419, February.
    2. Mahmoud, Elham & el Nather, Hoseen, 2003. "Renewable energy and sustainable developments in Egypt: photovoltaic water pumping in remote areas," Applied Energy, Elsevier, vol. 74(1-2), pages 141-147, January.
    3. 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.
    4. Kaldellis, J.K. & Meidanis, E. & Zafirakis, D., 2011. "Experimental energy analysis of a stand-alone photovoltaic-based water pumping installation," Applied Energy, Elsevier, vol. 88(12), pages 4556-4562.
    5. Meah, Kala & Fletcher, Steven & Ula, Sadrul, 2008. "Solar photovoltaic water pumping for remote locations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(2), pages 472-487, February.
    6. Al-Smairan, Mohammad, 2012. "Application of photovoltaic array for pumping water as an alternative to diesel engines in Jordan Badia, Tall Hassan station: Case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 4500-4507.
    7. Jiang, Lian Lian & Maskell, Douglas L. & Patra, Jagdish C., 2013. "Parameter estimation of solar cells and modules using an improved adaptive differential evolution algorithm," Applied Energy, Elsevier, vol. 112(C), pages 185-193.
    8. Dizqah, Arash M. & Maheri, Alireza & Busawon, Krishna, 2014. "An accurate method for the PV model identification based on a genetic algorithm and the interior-point method," Renewable Energy, Elsevier, vol. 72(C), pages 212-222.
    9. Cotfas, D.T. & Cotfas, P.A. & Kaplanis, S., 2013. "Methods to determine the dc parameters of solar cells: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 588-596.
    10. Boutelhig, A. & Bakelli, Y. & Hadj Mahammed, I. & Hadj Arab, A., 2012. "Performances study of different PV powered DC pump configurations for an optimum energy rating at different heads under the outdoor conditions of a desert area," Energy, Elsevier, vol. 39(1), pages 33-39.
    11. Gao, Xuerui & Liu, Jiahong & Zhang, Jun & Yan, Jinyue & Bao, Shujun & Xu, He & Qin, Tao, 2013. "Feasibility evaluation of solar photovoltaic pumping irrigation system based on analysis of dynamic variation of groundwater table," Applied Energy, Elsevier, vol. 105(C), pages 182-193.
    12. Eskander, Mona N. & Zaki, Aziza M., 1997. "A maximum efficiency-photovoltaic-induction motor pump system," Renewable Energy, Elsevier, vol. 10(1), pages 53-60.
    13. Chandel, S.S. & Nagaraju Naik, M. & Chandel, Rahul, 2015. "Review of solar photovoltaic water pumping system technology for irrigation and community drinking water supplies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 1084-1099.
    14. Karabacak, Kerim & Cetin, Numan, 2014. "Artificial neural networks for controlling wind–PV power systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 804-827.
    15. Hamidat, A. & Benyoucef, B., 2009. "Systematic procedures for sizing photovoltaic pumping system, using water tank storage," Energy Policy, Elsevier, vol. 37(4), pages 1489-1501, April.
    16. 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.
    17. Arab, A.Hadj & Chenlo, F. & Mukadam, K. & Balenzategui, J.L., 1999. "Performance of PV water pumping systems," Renewable Energy, Elsevier, vol. 18(2), pages 191-204.
    18. Muhsen, Dhiaa Halboot & Ghazali, Abu Bakar & Khatib, Tamer & Abed, Issa Ahmed & Natsheh, Emad M., 2016. "Sizing of a standalone photovoltaic water pumping system using a multi-objective evolutionary algorithm," Energy, Elsevier, vol. 109(C), pages 961-973.
    19. Corrêa, Tomás Perpétuo & Seleme, Seleme Isaac & Silva, Selênio Rocha, 2012. "Efficiency optimization in stand-alone photovoltaic pumping system," Renewable Energy, Elsevier, vol. 41(C), pages 220-226.
    20. Khatib, Tamer & Mohamed, Azah & Sopian, K., 2013. "A review of photovoltaic systems size optimization techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 454-465.
    21. Stoppato, Anna & Cavazzini, Giovanna & Ardizzon, Guido & Rossetti, Antonio, 2014. "A PSO (particle swarm optimization)-based model for the optimal management of a small PV(Photovoltaic)-pump hydro energy storage in a rural dry area," Energy, Elsevier, vol. 76(C), pages 168-174.
    22. Gopal, C. & Mohanraj, M. & Chandramohan, P. & Chandrasekar, P., 2013. "Renewable energy source water pumping systems—A literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 351-370.
    23. Alajlan, S.A. & Smiai, M.S., 1996. "Performance and development of PV - plant for water pumping and desalination for remote area in Saudi Arabia," Renewable Energy, Elsevier, vol. 8(1), pages 441-446.
    24. Arrouf, M. & Bouguechal, N., 2003. "Vector control of an induction motor fed by a photovoltaic generator," Applied Energy, Elsevier, vol. 74(1-2), pages 159-167, January.
    25. Bonanno, F. & Capizzi, G. & Graditi, G. & Napoli, C. & Tina, G.M., 2012. "A radial basis function neural network based approach for the electrical characteristics estimation of a photovoltaic module," Applied Energy, Elsevier, vol. 97(C), pages 956-961.
    26. Lineykin, Simon & Averbukh, Moshe & Kuperman, Alon, 2014. "An improved approach to extract the single-diode equivalent circuit parameters of a photovoltaic cell/panel," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 282-289.
    27. Betka, A & Moussi, A, 2004. "Performance optimization of a photovoltaic induction motor pumping system," Renewable Energy, Elsevier, vol. 29(14), pages 2167-2181.
    28. Patel, Sanjaykumar J. & Panchal, Ashish K. & Kheraj, Vipul, 2014. "Extraction of solar cell parameters from a single current–voltage characteristic using teaching learning based optimization algorithm," Applied Energy, Elsevier, vol. 119(C), pages 384-393.
    29. Carroquino, Javier & Dufo-López, Rodolfo & Bernal-Agustín, José L., 2015. "Sizing of off-grid renewable energy systems for drip irrigation in Mediterranean crops," Renewable Energy, Elsevier, vol. 76(C), pages 566-574.
    30. Khanna, Vandana & Das, B.K. & Bisht, Dinesh & Vandana, & Singh, P.K., 2015. "A three diode model for industrial solar cells and estimation of solar cell parameters using PSO algorithm," Renewable Energy, Elsevier, vol. 78(C), pages 105-113.
    31. Ishaque, Kashif & Salam, Zainal & Mekhilef, Saad & Shamsudin, Amir, 2012. "Parameter extraction of solar photovoltaic modules using penalty-based differential evolution," Applied Energy, Elsevier, vol. 99(C), pages 297-308.
    32. Sharma, Naveen & Varun, & Siddhartha,, 2012. "Stochastic techniques used for optimization in solar systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(3), pages 1399-1411.
    33. Kaplani, E. & Kaplanis, S., 2012. "A stochastic simulation model for reliable PV system sizing providing for solar radiation fluctuations," Applied Energy, Elsevier, vol. 97(C), pages 970-981.
    34. Kalogirou, Soteris A., 2001. "Artificial neural networks in renewable energy systems applications: a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 5(4), pages 373-401, December.
    35. Zaki, Aziza M. & Eskander, Mona N., 1996. "Matching of photovolatic motor-pump systems for maximum efficiency operation," Renewable Energy, Elsevier, vol. 7(3), pages 279-288.
    36. Bouzidi, B. & Haddadi, M. & Belmokhtar, O., 2009. "Assessment of a photovoltaic pumping system in the areas of the Algerian Sahara," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(4), pages 879-886, May.
    37. Liu, Yi-Hua & Chen, Jing-Hsiao & Huang, Jia-Wei, 2015. "A review of maximum power point tracking techniques for use in partially shaded conditions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 436-453.
    38. Hammad, M.A., 1999. "Characteristics of solar water pumping in Jordan," Energy, Elsevier, vol. 24(2), pages 85-92.
    39. 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.
    40. Jafar, M, 2000. "A model for small-scale photovoltaic solar water pumping," Renewable Energy, Elsevier, vol. 19(1), pages 85-90.
    41. Pathak, M.J.M. & Sanders, P.G. & Pearce, J.M., 2014. "Optimizing limited solar roof access by exergy analysis of solar thermal, photovoltaic, and hybrid photovoltaic thermal systems," Applied Energy, Elsevier, vol. 120(C), pages 115-124.
    42. Cloutier, Michael & Rowley, Paul, 2011. "The feasibility of renewable energy sources for pumping clean water in sub-Saharan Africa: A case study for Central Nigeria," Renewable Energy, Elsevier, vol. 36(8), pages 2220-2226.
    43. Haddad, S. & Benghanem, M. & Mellit, A. & Daffallah, K.O., 2015. "ANNs-based modeling and prediction of hourly flow rate of a photovoltaic water pumping system: Experimental validation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 635-643.
    44. Senol, Ramazan, 2012. "An analysis of solar energy and irrigation systems in Turkey," Energy Policy, Elsevier, vol. 47(C), pages 478-486.
    45. Periasamy, Packiam & Jain, N.K. & Singh, I.P., 2015. "A review on development of photovoltaic water pumping system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 918-925.
    46. Hamidat, A & Benyoucef, B & Hartani, T, 2003. "Small-scale irrigation with photovoltaic water pumping system in Sahara regions," Renewable Energy, Elsevier, vol. 28(7), pages 1081-1096.
    47. Sundareswaran, K. & Vignesh kumar, V. & Palani, S., 2015. "Application of a combined particle swarm optimization and perturb and observe method for MPPT in PV systems under partial shading conditions," Renewable Energy, Elsevier, vol. 75(C), pages 308-317.
    48. 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.
    49. Yesilata, Bulent & Firatoglu, Z. Abidin, 2008. "Effect of solar radiation correlations on system sizing: PV pumping case," Renewable Energy, Elsevier, vol. 33(1), pages 155-161.
    50. Singh, G.K., 2013. "Solar power generation by PV (photovoltaic) technology: A review," Energy, Elsevier, vol. 53(C), pages 1-13.
    51. Kaldellis, J.K. & Spyropoulos, G.C. & Kavadias, K.A. & Koronaki, I.P., 2009. "Experimental validation of autonomous PV-based water pumping system optimum sizing," Renewable Energy, Elsevier, vol. 34(4), pages 1106-1113.
    52. Himri, Y. & Malik, Arif S. & Boudghene Stambouli, A. & Himri, S. & Draoui, B., 2009. "Review and use of the Algerian renewable energy for sustainable development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(6-7), pages 1584-1591, August.
    53. Daud, Abdel-Karim & Mahmoud, Marwan M., 2005. "Solar powered induction motor-driven water pump operating on a desert well, simulation and field tests," Renewable Energy, Elsevier, vol. 30(5), pages 701-714.
    54. Meah, Kala & Ula, Sadrul & Barrett, Steven, 2008. "Solar photovoltaic water pumping--opportunities and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 12(4), pages 1162-1175, May.
    55. Chauhan, Anurag & Saini, R.P., 2014. "A review on Integrated Renewable Energy System based power generation for stand-alone applications: Configurations, storage options, sizing methodologies and control," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 99-120.
    56. Muhsen, Dhiaa Halboot & Ghazali, Abu Bakar & Khatib, Tamer & Abed, Issa Ahmed, 2016. "A comparative study of evolutionary algorithms and adapting control parameters for estimating the parameters of a single-diode photovoltaic module's model," Renewable Energy, Elsevier, vol. 96(PA), pages 377-389.
    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. Abderrazek Saoudi & Saber Krim & Mohamed Faouzi Mimouni, 2021. "Enhanced Intelligent Closed Loop Direct Torque and Flux Control of Induction Motor for Standalone Photovoltaic Water Pumping System," Energies, MDPI, vol. 14(24), pages 1-21, December.
    2. Shao, Weiwei & Liu, Jiahong & Zhu, Mingming & Weng, Baisha & Wang, Ning & Huang, Hao & Yu, Yingdong & Yan, Dianyi & Jiang, Shan, 2018. "Evaluation of a photovoltaic water-supply scheme for the surface water system in Xiamen, China," Applied Energy, Elsevier, vol. 230(C), pages 357-373.
    3. Chandel, S.S. & Naik, M. Nagaraju & Chandel, Rahul, 2017. "Review of performance studies of direct coupled photovoltaic water pumping systems and case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 163-175.
    4. Han, Youhua & Li, Ming & Wang, Yunfeng & Li, Guoliang & Ma, Xun & Wang, Rui & Wang, Liang, 2019. "Impedance matching control strategy for a solar cooling system directly driven by distributed photovoltaics," Energy, Elsevier, vol. 168(C), pages 953-965.
    5. Mohammed Wazed, Saeed & Hughes, Ben Richard & O’Connor, Dominic & Kaiser Calautit, John, 2018. "A review of sustainable solar irrigation systems for Sub-Saharan Africa," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 1206-1225.
    6. Camille Soenen & Vincent Reinbold & Simon Meunier & Judith A. Cherni & Arouna Darga & Philippe Dessante & Loïc Quéval, 2021. "Comparison of Tank and Battery Storages for Photovoltaic Water Pumping," Energies, MDPI, vol. 14(9), pages 1-16, April.
    7. José Luis Torres-Madroñero & César Nieto-Londoño & Julián Sierra-Pérez, 2020. "Hybrid Energy Systems Sizing for the Colombian Context: A Genetic Algorithm and Particle Swarm Optimization Approach," Energies, MDPI, vol. 13(21), pages 1-30, October.
    8. 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).
    9. Javier Carroquino & José-Luis Bernal-Agustín & Rodolfo Dufo-López, 2019. "Standalone Renewable Energy and Hydrogen in an Agricultural Context: A Demonstrative Case," Sustainability, MDPI, vol. 11(4), pages 1-25, February.
    10. Lorenzo, C. & Almeida, R.H. & Martínez-Núñez, M. & Narvarte, L. & Carrasco, L.M., 2018. "Economic assessment of large power photovoltaic irrigation systems in the ECOWAS region," Energy, Elsevier, vol. 155(C), pages 992-1003.
    11. Desikan Ramesh & Mohanrangan Chandrasekaran & Raga Palanisamy Soundararajan & Paravaikkarasu Pillai Subramanian & Vijayakumar Palled & Deivasigamani Praveen Kumar, 2022. "Solar-Powered Plant Protection Equipment: Perspective and Prospects," Energies, MDPI, vol. 15(19), pages 1-21, October.
    12. Ali, Babkir, 2018. "Comparative assessment of the feasibility for solar irrigation pumps in Sudan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 413-420.
    13. Santra, Priyabrata, 2021. "Performance evaluation of solar PV pumping system for providing irrigation through micro-irrigation techniques using surface water resources in hot arid region of India," Agricultural Water Management, Elsevier, vol. 245(C).
    14. Allouhi, A. & Buker, M.S. & El-houari, H. & Boharb, A. & Benzakour Amine, M. & Kousksou, T. & Jamil, A., 2019. "PV water pumping systems for domestic uses in remote areas: Sizing process, simulation and economic evaluation," Renewable Energy, Elsevier, vol. 132(C), pages 798-812.

    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. Aliyu, Mansur & Hassan, Ghassan & Said, Syed A. & Siddiqui, Muhammad U. & Alawami, Ali T. & Elamin, Ibrahim M., 2018. "A review of solar-powered water pumping systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 87(C), pages 61-76.
    2. Gopal, C. & Mohanraj, M. & Chandramohan, P. & Chandrasekar, P., 2013. "Renewable energy source water pumping systems—A literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 351-370.
    3. Sontake, Vimal Chand & Kalamkar, Vilas R., 2016. "Solar photovoltaic water pumping system - A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1038-1067.
    4. Muhsen, Dhiaa Halboot & Ghazali, Abu Bakar & Khatib, Tamer & Abed, Issa Ahmed & Natsheh, Emad M., 2016. "Sizing of a standalone photovoltaic water pumping system using a multi-objective evolutionary algorithm," Energy, Elsevier, vol. 109(C), pages 961-973.
    5. Yaichi, Mohammed & Fellah, Mohammed-Karim & Tayebi, Azzedinne & Boutadara, Abdelkader, 2019. "A fast and simplified method using non-linear translation of operating points for PV modules energy output and daily pumped water to predict the performance of a stand-alone photovoltaic pumping syste," Renewable Energy, Elsevier, vol. 133(C), pages 248-260.
    6. Meunier, Simon & Heinrich, Matthias & Quéval, Loïc & Cherni, Judith A. & Vido, Lionel & Darga, Arouna & Dessante, Philippe & Multon, Bernard & Kitanidis, Peter K. & Marchand, Claude, 2019. "A validated model of a photovoltaic water pumping system for off-grid rural communities," Applied Energy, Elsevier, vol. 241(C), pages 580-591.
    7. Jena, Debashisha & Ramana, Vanjari Venkata, 2015. "Modeling of photovoltaic system for uniform and non-uniform irradiance: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 400-417.
    8. López-Luque, R. & Reca, J. & Martínez, J., 2015. "Optimal design of a standalone direct pumping photovoltaic system for deficit irrigation of olive orchards," Applied Energy, Elsevier, vol. 149(C), pages 13-23.
    9. Khan, Firoz & Al-Ahmed, Amir & Al-Sulaiman, Fahad A., 2021. "Critical analysis of the limitations and validity of the assumptions with the analytical methods commonly used to determine the photovoltaic cell parameters," Renewable and Sustainable Energy Reviews, Elsevier, vol. 140(C).
    10. Ahmed, Eihab E.E. & Demirci, Alpaslan, 2022. "Multi-stage and multi-objective optimization for optimal sizing of stand-alone photovoltaic water pumping systems," Energy, Elsevier, vol. 252(C).
    11. Hassanien, Reda Hassanien Emam & Li, Ming & Dong Lin, Wei, 2016. "Advanced applications of solar energy in agricultural greenhouses," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 989-1001.
    12. Mandelli, Stefano & Barbieri, Jacopo & Mereu, Riccardo & Colombo, Emanuela, 2016. "Off-grid systems for rural electrification in developing countries: Definitions, classification and a comprehensive literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 1621-1646.
    13. Rawat, Rahul & Kaushik, S.C. & Lamba, Ravita, 2016. "A review on modeling, design methodology and size optimization of photovoltaic based water pumping, standalone and grid connected system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 1506-1519.
    14. Mahesh Vinayak Hadole & Kamlesh Narayan Tiwari & Prabodh Bajpai, 2021. "Energy generation and flow rate prediction of photovoltaic water pumping system for irrigation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 6722-6733, May.
    15. Kaldellis, J.K. & Meidanis, E. & Zafirakis, D., 2011. "Experimental energy analysis of a stand-alone photovoltaic-based water pumping installation," Applied Energy, Elsevier, vol. 88(12), pages 4556-4562.
    16. Pandey, A.K. & Tyagi, V.V. & Selvaraj, Jeyraj A/L & Rahim, N.A. & Tyagi, S.K., 2016. "Recent advances in solar photovoltaic systems for emerging trends and advanced applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 859-884.
    17. Senol, Ramazan, 2012. "An analysis of solar energy and irrigation systems in Turkey," Energy Policy, Elsevier, vol. 47(C), pages 478-486.
    18. Li, Shuijia & Gong, Wenyin & Gu, Qiong, 2021. "A comprehensive survey on meta-heuristic algorithms for parameter extraction of photovoltaic models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 141(C).
    19. Koohi-Kamalі, Sam & Rahim, N.A. & Mokhlis, H. & Tyagi, V.V., 2016. "Photovoltaic electricity generator dynamic modeling methods for smart grid applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 131-172.
    20. Chandel, S.S. & Nagaraju Naik, M. & Chandel, Rahul, 2015. "Review of solar photovoltaic water pumping system technology for irrigation and community drinking water supplies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 1084-1099.

    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:68:y:2017:i:p1:p:70-86. 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.