An Intelligent Hybrid Energy Systems for Irrigation : A Review of Environmental Impacts, Technical and Economic Feasibility

Authors

  • Hicham Mhamdi Laboratory of Electronic Systems, Information Processing, Mechanics and Energetics, Faculty of Sciences Kenitra, University Ibn Tofail Kenitra, Kenitra, Morocco
  • Omar Kerrou Laboratory of Electronic Systems, Information Processing, Mechanics and Energetics, Faculty of Sciences Kenitra, University Ibn Tofail Kenitra, Kenitra, Morocco
  • Mohammed Aggour Laboratory of Electronic Systems, Information Processing, Mechanics and Energetics, Faculty of Sciences Kenitra, University Ibn Tofail Kenitra, Kenitra, Morocco

Keywords:

Renewable energy, Conventional energy, diesel generator, wind turbine, photovoltaic, Battery, Cost of Energy, Net Positive Cost

Abstract

This study examines the utilization of Hybrid Energy Systems that combine renewable sources, such as photovoltaic and wind, with conventional source, such diesel and battery technologies, in order to address power supply challenges in a comprehensive manner. The focus of this investigation is on the application of these systems in general and in the context of irrigation in particular. The present study investigates a wide range of recent scientific articles and studies. The current research highlights the technical, environmental, and economic benefits of hybrid energy systems. The analysis of these criteria has shown that hybrid energy systems demonstrate more powerful cost-efficiency in comparison to both diesel only systems and systems reliant solely on a single renewable energy source. Furthermore, this type of system that combine renewable and conventional offers enhanced reliability, reduced emissions of greenhouse gases, and decreased running costs. It also demonstrates the most favourable Net Present Cost and Cost of Energy when compared to the other alternatives that were considered.

Downloads

Download data is not yet available.

References

Batman, F.G. Bagriyanik, Z.E. Aygen, Ö. Gül, M. Bagriyanik “A feasibility study of grid-connected photovoltaic systems in Istanbul, Turkey “ Renew. Sustain. Energy Rev., 16 (8) (2012), pp. 5678-5686. 10.1016/j.rser.2012.05.031

Abdelkader, Hadidi, and Yaichi Mohammed. “Solar System Design for Water Pumping.” E3S Web of Conferences, edited by A. Boukdir and M. El Mabrouki, vol. 37, EDP Sciences, 2018, p. 06001https://doi.org/10.1051/e3sconf/20183706001

Abnavi, Mohammadreza Dehghan, et al. “Techno‐economic Feasibility Analysis of Stand‐alone Hybrid Wind/Photovoltaic/Diesel/Battery System for the Electrification of Remote Rural Areas: Case Study Persian Gulf Coast‐Iran.” Environmental Progress & Sustainable Energy, vol. 38, no. 5, Wiley, Mar. 2019, p. 13172. https://doi.org/10.1002/ep.13172

Abuashour, Mohammed I., et al. “Modelling, Simulations and Operational Performance of a Stand-alone Hybrid Wind/PV Energy System Supplying Induction Motor for Pumping Applications.” International Journal of Engineering Systems Modelling and Simulation, vol. 10, no. 1, Inderscience Publishers, 2018, p. 12. https://doi.org/10.1504/ijesms.2018.090237.

Adaramola, M. S., Paul, S. S., & Oyewola, O. M. (2014, April). Assessment of decentralized hybrid PV solar-diesel power system for applications in Northern part of Nigeria. Energy for Sustainable Development, 19, 72–82. https://doi.org/10.1016/j.esd.2013.12.007

Adaramola, Muyiwa S., et al. “Analysis of Hybrid Energy Systems for Application in Southern Ghana.” Energy Conversion and Management, vol. 88, Elsevier BV, Dec. 2014, pp. 284–95. Crossref, https://doi.org/10.1016/j.enconman.2014.08.029.

Agrawal, Shalu, and Abhishek Jain. “Sustainable Deployment of Solar Irrigation Pumps: Key Determinants and Strategies.” WIREs Energy and Environment, vol. 8, no. 2, Wiley, Sept. 2018. Crossref, https://doi.org/10.1002/wene.325.

Aksoy, M.H., Kose, F. and Ozgoren, M. Experimental Investigation of a Water Pumping System Driven by Wind and Solar Energy for Irrigation Purpose. Annals of the Faculty of Engineering Hunedoara—International Journal of Engineering, 15, 219-224,2017. [Crossref]

Al-Sharafi, Abdullah, et al. “Techno-economic Analysis and Optimization of Solar and Wind Energy Systems for Power Generation and Hydrogen Production in Saudi Arabia.” Renewable and Sustainable Energy Reviews, vol. 69, Elsevier BV, Mar. 2017, pp. 33–49. https://doi.org/10.1016/j.rser.2016.11.157

Almutairi, Khalid, et al. “Use of a Hybrid Wind—Solar—Diesel—Battery Energy System to Power Buildings in Remote Areas: A Case Study.” Sustainability, vol. 13, no. 16, MDPI AG, Aug. 2021, p. 8764. https://doi.org/10.3390/su13168764

Aziz, Ali Saleh, et al. “Optimization and Sensitivity Analysis of Standalone Hybrid Energy Systems for Rural Electrification: A Case Study of Iraq.” Renewable Energy, vol. 138, Elsevier BV, Aug. 2019, pp. 775–92. Crossref, https://doi.org/10.1016/j.renene.2019.02.004.

Ai, H. Yang, H. Shen, X. LiaoComputer-aided design of PV-wind hybrid system Renew Energy, 28 (2003), pp. 1491-1512 View PDFView articleView in ScopusGoogle Scholar

Bain, Dominique, and Tom Acker. “Cost Implications of Increased Solar Penetration and Time-of-use Rate Interactions.” Clean Energy, vol. 4, no. 3, Oxford UP (OUP), Aug. 2020, pp. 247–69. https://doi.org/10.1093/ce/zkaa010

Baseer, M. A., et al. “Techno-economic Design and Evaluation of HESfor Residential Communities: Case Study of Jubail Industrial City.” Journal of Cleaner Production, vol. 237, Elsevier BV, Nov. 2019, p. 117806. .https://doi.org/10.1016/j.jclepro.2019.117806

Bekele, G., & Palm, B. (2010, February). Feasibility study for a standalone solar–wind-based hybrid energy system for application in Ethiopia. Applied Energy, 87(2), 487–495. https://doi.org/10.1016/j.apenergy.2009.06.006

Benghanem, M., et al. “Performances of Solar Water Pumping System Using Helical Pump for a Deep Well: A Case Study for Madinah, Saudi Arabia.” Energy Conversion and Management, vol. 65, Elsevier BV, Jan. 2013, pp. 50–56. http://dx.doi.org/10.1016/j.enconman.2012.08.013

Burney, J., Woltering, L., Burke, M., Naylor, R. and Pasternak, D. (2010) Solar-Powered Drip Irrigation Enhances Food Security in the Sudano-Sahel. Proceedings of the National Academy of Sciences of the United States of America, 107, 1848-1853. https://doi.org/10.1073/pnas.0909678107

Campana, P. E., et al. “Suitable and Optimal Locations for Implementing Photovoltaic Water Pumping Systems for Grassland Irrigation in China.” Applied Energy, vol. 185, Elsevier BV, Jan. 2017, pp. 1879–89. https://doi.org/10.1016/j.apenergy.2016.01.004

Chandel, S. S., et al. “Review of Performance Studies of Direct Coupled Photovoltaic Water Pumping Systems and Case Study.” Renewable and Sustainable Energy Reviews, vol. 76, Elsevier BV, Sept. 2017, pp. 163–75. https://doi.org/10.1016/j.rser.2017.03.019

Chandel, S.S. Chandel, M.N. Naik, R. Chandel, Review of solar photovoltaic water pumping system technology for irrigation and community drinking water supplies, Renewable and Sustainable Energy Reviews. 49 (2015) 1084–1099. https://doi.org/10.1016/j.rser.2015.04.083

Cloutier, Michael, and Paul Rowley. “The Feasibility of RE Sources for Pumping Clean Water in sub-Saharan Africa: A Case Study for Central Nigeria.” RE, vol. 36, no. 8, Elsevier BV, Aug. 2011, pp. 2220–26. https://doi.org/10.1016/j.renene.2010.12.019

Consoli A, Musumecis S, Raciti A. Hybrid system long simulation. IEEE; 1995. p. 266–70. Google Scholar

Curtis, Kynda R. “Economic Feasibility of Solar Photovoltaic Irrigation System Use in Great Basin Forage Production , 20 Aug. 2012.

Dawoud, Samir M., et al. “Hybrid Renewable Microgrid Optimization Techniques: A Review.” Renewable and Sustainable Energy Reviews, vol. 82, Elsevier BV, Feb. 2018, pp. 2039–52. Crossref, https://doi.org/10.1016/j.rser.2017.08.007.

Deveci, Onur, et al. “Design and Development of a Low-cost Solar Powered Drip Irrigation System Using Systems Modeling Language.” Journal of Cleaner Production, vol. 102, Elsevier BV, Sept. 2015, pp. 529–44. http://dx.doi.org/10.1016/j.jclepro.2015.04.124.

Elkadeem, M. R., et al. “Feasibility Analysis and Techno-economic Design of Grid-isolated Hybrid RE System for Electrification of Agriculture and Irrigation Area: A Case Study in Dongola, Sudan.” Energy Conversion and Management, vol. 196, Elsevier BV, Sept. 2019, pp. 1453–78. https://doi.org/10.1016/j.enconman.2019.06.085.

Fadlallah, Sulaiman O., and Djamal Eddine Benhadji Serradj. “Determination of the Optimal Solar Photovoltaic (PV) System for Sudan.” Solar Energy, vol. 208, Elsevier BV, Sept. 2020, pp. 800–13. https://doi.org/10.1016/j.solener.2020.08.041.

Feldman, David, et al. “Photovoltaic (PV) Pricing Trends: Historical, Recent, and Near-Term Projections (Technical Report) | OSTI.GOV, 30 Nov. 2012, ,https://doi.org/10.2172/1059147

Fernández García, I., Rodríguez Díaz, J., Camacho Poyato, E., Montesinos, P., & Berbel, J. (2014, November). Effects of modernization and medium term perspectives on water and energy use in irrigation districts. Agricultural Systems, 131, 56–63. https://doi.org/10.1016/j.agsy.2014.08.002

Ghali FMA, Syam FA. Simulation and analysis of hybrid system using probabilistic techniques. IEEE; 1997. p. 831–35. Google Scholar

Gökçek, Murat, and Cihangir Kale. “Techno-economical Evaluation of a Hydrogen Refuelling Station Powered by Wind-PV Hybrid Power System: A Case Study for İzmir-Çeşme.” International Journal of Hydrogen Energy, vol. 43, no. 23, Elsevier BV, June 2018, pp. 10615–25. Crossref, https://doi.org/10.1016/j.ijhydene.2018.01.082.

Hadwan, Morshed, and Abdulsalam Alkholidi. “Solar Power Energy Solutions for Yemeni Rural Villages and Desert Communities.” Renewable and Sustainable Energy Reviews, vol. 57, Elsevier BV, May 2016, pp. 838–49. Crossref, https://doi.org/10.1016/j.rser.2015.12.125.

Halabi, Laith M., et al. “Performance Analysis of Hybrid PV/Diesel/Battery System Using HOMER: A Case Study Sabah, Malaysia.” Energy Conversion and Management, vol. 144, Elsevier BV, July 2017, pp. 322–39. Crossref, https://doi.org/10.1016/j.enconman.2017.04.070.

Hammad, M. et al.“ Photovoltaic, Wind and Diesel.” Energy Policy, vol. 23, no. 8, Elsevier BV, Aug. 1995, pp. 723–26. https://doi.org/10.1016/0301-4215(95)00032-e.

Haratian, Mojtaba, et al. “A Renewable Energy Solution for Stand-alone Power Generation: A Case Study of KhshU Site-Iran.” Renewable Energy, vol. 125, Elsevier BV, Sept. 2018, pp. 926–35. https://doi.org/10.1016/j.renene.2018.02.078.

Hossain, M. A., et al. “Feasibility of Solar Pump for Sustainable Irrigation in Bangladesh.” International Journal of Energy and Environmental Engineering, vol. 6, no. 2, Springer Science and Business Media LLC, Jan. 2015, pp. 147–55.

https://dx.doi.org/10.1016/j.enconman.2012.08.013.

Inayat, Abrar, et al. “Fuzzy Modeling and Parameters Optimization for the Enhancement of Biodiesel Production From Waste Frying Oil Over Montmorillonite Clay K-30.” Science of the Total Environment, vol. 666, Elsevier BV, May 2019, pp. 821–27. https://doi.org/10.1016/j.scitotenv.2019.02.321

J. Schnetzer and L. Pluschke, “Solar-powered irrigation systems: a clean-energy, low-emission option for irrigation development and modernization.,” Solar-powered irrigation systems: a clean-energy, low-emission option for irrigation development and modernization., 2017. [Crossref]

Kalinci, Yildiz, et al. “Techno-economic Analysis of a Stand-alone Hybrid Renewable Energy System With Hydrogen Production and Storage Options.” International Journal of Hydrogen Energy, vol. 40, no. 24, Elsevier BV, June 2015, pp. 7652–64. Crossref, https://doi.org/10.1016/j.ijhydene.2014.10.147.

Kolhe, Mohan L., et al. “Techno-economic Sizing of Off-grid Hybrid Renewable Energy System for Rural Electrification in Sri Lanka.” Sustainable Energy Technologies and Assessments, vol. 11, Elsevier BV, Sept. 2015, pp. 53–64. Crossref, https://doi.org/10.1016/j.seta.2015.03.008.

KPMG, Feasibility analysis for solar agricultural water pumps in India. 2014. [Crossref]

KUMAR, A., and T. KANDPAL. “RE Technologies for Irrigation Water Pumping in India: A Preliminary Attempt Towards Potential Estimation.” Energy, vol. 32, no. 5, Elsevier BV, May 2007, pp. 861–70. https://doi.org/10.1016/j.energy.2006.05.004.

Lefore, Nicole, et al. “Solar for All: A Framework to Deliver Inclusive and Environmentally Sustainable Solar Irrigation for Smallholder Agriculture.” Energy Policy, vol. 154, Elsevier BV, July 2021, p. 112313. https://doi.org/10.1016/j.enpol.2021.112313

Li, Chong, et al. “Techno-economic Performance Study of Stand-alone Wind/Diesel/Battery Hybrid System With Different Battery Technologies in the Cold Region of China.” Energy, vol. 192, Elsevier BV, Feb. 2020, p. 116702. https://doi.org/10.1016/j.energy.2019.116702.

Li, Dan, et al. “Sizing Optimization and Experimental Verification of a Hybrid Generation Water Pumping System in a Greenhouse.” Mathematical Problems in Engineering, vol. 2020, Hindawi Limited, May 2020, pp. 1–11. https://doi.org/10.1155/2020/3194196

Lorenzo, C., et al. “Economic Assessment of Large Power Photovoltaic Irrigation Systems in the ECOWAS Region.” Energy, vol. 155, Elsevier BV, July 2018, pp. 992–1003. https://doi.org/10.1016/j.energy.2018.05.066

Luna-Rubio, R., Trejo-Perea, M., Vargas-Vázquez, D., & Ríos-Moreno, G. (2012, April). Optimal sizing of renewable hybrids energy systems: A review of methodologies. Solar Energy, 86(4), 1077–1088. https://doi.org/10.1016/j.solener.2011.10.016

M. Aliyu, G. Hassan, S. A. Said, M. U. Siddiqui, A. T. Alawami, and I. M. Elamin, “A review of solar-powered water pumping systems,” Renewable and Sustainable Energy Reviews, vol. 87, pp. 61–76, 2018. doi.org/10.1016/j.rser.2018.02.010

M. Benghanem, K.O. Daffallah, A.A. Joraid, S.N. Alamri, A. Jaber, Performances of solar water pumping system using helical pump for a deep well: A case study for Madinah, Saudi Arabia,Energy Conversion and Management,Volume 65,2013,Pages 50-56, https://dx.doi.org/10.1016/j.enconman.2012.08.013.

M. N. Kaya and F. Köse, “RE Powered Rural Irrigation : Feasibility Comparison of Solar And Wind Based Water Pumping Systems in Turkey,” in ANNUAL INTERNATIONAL CONFERENCES Volume 21, p. 76

Magazine, pv. “Solar Water Pumps for Farmers – Pv Magazine International.” Pv Magazine International, 26 Jan. 2022, www.pv-magazine.com/2022/01/26/solar-water-pumps-for-farmers. [CrossRef]

Marchetti GP, Piccolo M. Mathematical models for the construction of a RE hybrid plant. IEEE; 1990. p. 502–09. Google Scholar

Martins, E.G.O., Diniz, A.M.F. and Araujo, R.D. (2015) Irrigacao Com Aproveitamento Da Água Das Chuvas E Bombeamento Fotovoltaico. - References - Scientific Research Publishing,

www.scirp.org/(S(czeh2tfqw2orz553k1w0r45))/reference/referencespapers.aspx?referenceid=2611954.

Masud, Abdullahi Abubakar. “The Application of Homer Optimization Software to Investigate the Prospects of Hybrid Renewable Energy System in Rural Communities of Sokoto in Nigeria.” International Journal of Electrical and Computer Engineering (IJECE), vol. 7, no. 2, Institute of Advanced Engineering and Science, Apr. 2017, p. 596. Crossref, https://doi.org/10.11591/ijece.v7i2.pp596-603.

Meah, Kala, et al. “Solar Photovoltaic Water Pumping for Remote Locations.” Renewable and Sustainable Energy Reviews, vol. 12, no. 2, Elsevier BV, Feb. 2008, pp. 472–87.hhttps://doi.org/10.1016/j.rser.2006.10.008.

.MIT News Office, Rob Matheson. “Generating High-quality Single Photons for Quantum Computing | MIT News | Massachusetts Institute of Technology.” Generating High-quality Single Photons for Quantum Computing, 14 May 2019, news.mit.edu/2019/single-photons-quantum-computing-0514. [CrossRef]

N. Vani, V. Khare Rural electrification system based on hybrid energy system model optimization using HOMER Can J Basic Appl Sci, 1 (2013), pp. 19-25 Google Scholar

Odeh, I., et al. “Influence of Pumping Head, Insolation and PV Array Size on PV Water Pumping System Performance.” Solar Energy, vol. 80, no. 1, Elsevier BV, Jan. 2006, pp. 51–64.https://doi.org/10.1016/j.solener.2005.07.009

Odou, Oluwarotimi Delano Thierry, et al. “Hybrid Off-grid Renewable Power System for Sustainable Rural Electrification in Benin.” Renewable Energy, vol. 145, Elsevier BV, Jan. 2020, pp. 1266–79. Crossref, https://doi.org/10.1016/j.renene.2019.06.032.

Optimal Sizing of Solar Water Pumping System for Small Scale Irrigation: Case Study of Dangila : Science Publishing Group, 20 Sept. 2014. www.sciencepublishinggroup.com/journal/paperinfo.aspx?journalid=169&doi=10.11648/j.ijrse.20140305.13.

Otoo, M.; Lefore, N.; Schmitter, P.; Barron, J.; Gebregziabher, G. 2018. Business model scenarios and suitability: smallholder solar pump-based irrigation in Ethiopia. Agricultural Water Management – Making a Business Case for Smallholders. Colombo, Sri Lanka: International Water Management Institute (IWMI). 67p. doi: 10.5337/2018.207

Power Africa in Mozambique | Power Africa | U.S. Agency for International Development, 13 Sept. 2022. [Crossref]

Power System Efficiency Improvement (Off-grid Solar Photovoltaic Pumping Systems Component) - Additional Financing.” Asian Development Bank, 4 July 2018. [Crossref]

Purohit, Pallav, and Axel Michaelowa. “CDM Potential of SPV Pumps in India.” Renewable and Sustainable Energy Reviews, vol. 12, no. 1, Elsevier BV, Jan. 2008, pp. 181–99. https://doi.org/10.1016/j.rser.2006.05.011

Qoaider, Louy, and Dieter Steinbrecht. “Photovoltaic Systems: A Cost Competitive Option to Supply Energy to Off-grid Agricultural Communities in Arid Regions.” Applied Energy, vol. 87, no. 2, Elsevier BV, Feb. 2010, pp. 427–35.

https://doi.org/10.1016/j.apenergy.2009.06.012

Rafindadi AA, Muye IM, Kaita RA. The effects of FDI and energy consumption on environmental pollution in predominantly resource-based economies of the GCC. Sustain Energy Technol Assess 2018;25:126–37. .https://doi.org/10.1016/j.seta.2017.12.008

Rahman, Atiqur, and B. Bhatt. “Design Approach for Solar Photovoltaic Ground Water Pumping System for Eastern India.” Current World Environment, vol. 9, no. 2, Enviro Research Publishers, Aug. 2014, pp. 426–29. http://dx.doi.org/10.12944/CWE.9.2.25

Ramli, Makbul A. M., et al. “Economic Analysis of PV/Diesel Hybrid System With Flywheel Energy Storage.” Renewable Energy, vol. 78, Elsevier BV, June 2015, pp. 398–405. Crossref, https://doi.org/10.1016/j.renene.2015.01.026.

Raza, F.; Tamoor, M.; Miran, S.; Arif, W.; Kiren, T.; Amjad, W.; Hussain, M.I.; Lee, G.-H. The Socio-Economic Impact of Using Photovoltaic (PV) Energy for High-Efficiency Irrigation Systems: A Case Study. Energies 2022, 15, 1198. https://doi.org/10.3390/en15031198

Review of Photovoltaic Solar Water Pumping System as a Sustainable Solution Enhancing Water Use Efficiency in Irrigation : Science Publishing Group, 1 July 2015.[Crossref]

Rezk, Hegazy, and Gamal M. Dousoky. “Technical and Economic Analysis of Different Configurations of Stand-alone Hybrid Renewable Power Systems – a Case Study.” Renewable and Sustainable Energy Reviews, vol. 62, Elsevier BV, Sept. 2016, pp. 941–53. Crossref, https://doi.org/10.1016/j.rser.2016.05.023.

Rezzouk, H., and A. Mellit. “Feasibility Study and Sensitivity Analysis of a Stand-alone Photovoltaic–diesel–battery Hybrid Energy System in the North of Algeria.” Renewable and Sustainable Energy Reviews, vol. 43, Elsevier BV, Mar. 2015, pp. 1134–50. Crossref, https://doi.org/10.1016/j.rser.2014.11.103.

S. Lal, P. Kumar, and R. Rajora, “Performance analysis of photovoltaic based submersible water pump,” International Journal of engineering and technology (IJET), vol. 5, pp. 552–560, 2013. [Crossref]

Santra, P., et al. “Solar PV Pumping System for Irrigation Purpose and Its Economic Comparison With Grid- Connected Electricity and Diesel Operated Pumps “ | Semantic Scholar, 1 Jan. 2019

Sba, K.M. (2018) Sizing of a Hybrid (Photovoltaic/Wind ) Pumping System-Based on Metaheuristic ptimization Methods. .https://doi.org/10.1109/ICWEAA.2018.8605053

Sen, R., & Bhattacharyya, S. C. (2014, February). Off-grid electricity generation with renewable energy technologies in India: An application of HOMER. Renewable Energy, 62, 388–398. https://doi.org/10.1016/j.renene.2013.07.028

Setiawan, Ahmad Agus, et al. “Development of a Solar Water Pumping System in Karsts Rural Area Tepus, Gunungkidul Through Student Community Services.” Energy Procedia, vol. 47, Elsevier BV, 2014, pp. 7–14.

http://dx.doi.org/10.1016/j.egypro.2014.01.190

Sharma, Aviram. “Environmental Governance in Rural India: Diffusion of Solar Powered Irrigation Technologies.” Forum for Development Studies, vol. 48, no. 2, Informa UK Limited, Jan. 2021, pp. 225–45. https://doi.org/10.1080/08039410.2021.1872699.

Shouman, E. and El Shenawy, E. “ Economics Analysis of Diesel and Solar Water Pumping with Case Study Water Pumping for Irrigation in Egypt“ . International Journal of Applied Engineering Research, 11, 950-954, 2016 [Crossref]

Sohail, Madni, et al. “A Comprehensive Scientometric Analysis on Hybrid Renewable Energy Systems in Developing Regions of the World.” Results in Engineering, vol. 16, Elsevier BV, Dec. 2022, p. 100481. https://doi.org/10.1016/j.rineng.2022.100481.

Sohail, Madni, et al. “A Comprehensive Scientometric Analysis on Hybrid Renewable Energy Systems in Developing Regions of the World.” Results in Engineering, vol. 16, Elsevier BV, Dec. 2022, p. 100481. https://doi.org/10.1016/j.rineng.2022.100481.

Stoffel, T., et al. “Concentrating Solar Power: Best Practices Handbook for the Collection and Use of Solar Resource Data (CSP) (Technical Report) | OSTI.GOV.” Concentrating Solar Power: Best Practices Handbook for the Collection and Use of Solar Resource Data (CSP) (Technical Report) | OSTI.GOV, 1 Sept. 2010, https://doi.org/10.2172/989017

Todde, Giuseppe, et al. “Energy and Environmental Performances of Hybrid Photovoltaic Irrigation Systems in Mediterranean Intensive and Super-intensive Olive Orchards.” Science of the Total Environment, vol. 651, Elsevier BV, Feb. 2019, pp. 2514–23. https://doi.org/10.1016/j.scitotenv.2018.10.175.

V, B. Shinde, and S. Wandre S. “Solar Photovoltaic Water Pumping System for Irrigation: A Review.” African Journal of Agricultural Research, vol. 10, no. 22, Academic Journals, May 2015, pp. 2267–73. https://doi.org/10.5897/AJAR2015.9879

Wazed, S.M., Hughes, B.R., Connor, D.O. and Calautit, J.K. (2018) A Review of Sustainable Solar Irrigation Systems for Sub-Saharan Africa. Renewable & Sustainable Energy Reviews, 81, 1206-1225. https://doi.org/10.1016/j.rser.2017.08.039

Wu, Jihuai, et al. “Counter Electrodes in Dye-sensitized Solar Cells.” Chemical Society Reviews, vol. 46, no. 19, Royal Society of Chemistry (RSC), 2017, pp. 5975–6023. https://doi.org/10.1039/c6cs00752j.

www.sciencepublishinggroup.com/journal/paperinfo.aspx?journalid=169&doi=10.11648/j.ijrse.20140305.13.

Yazdani, H., Baneshi, M., & Yaghoubi, M. (2023, April). Techno-economic and environmental design of hybrid energy systems using multi-objective optimization and multi-criteria decision making methods. Energy Conversion and Management, 282, 116873. https://doi.org/10.1016/j.enconman.2023.116873

Yu, Y., Liu, J., Wang, H. and Liu, M. (2011) Assess the Potential of Solar Irrigation Systems for Sustaining Pasture Lands in Arid Regions—A Case Study in Northwestern China. Applied Energy, 88, 3176-3182. https://doi.org/10.1016/j.apenergy.2011.02.028

Zahedi A, Wren S. Development of a numerical model for evaluating the performance of renewable generation system. In: Proceedings of IEEE TENCON; 2002. p. 1950–53 Google Scholar

Zahraee, S. M., et al. “Application of Artificial Intelligence Methods for Hybrid Energy System Optimization.” Renewable and Sustainable Energy Reviews, vol. 66, Elsevier BV, Dec. 2016, pp. 617–30. https://doi.org/10.1016/j.rser.2016.08.028.

Sukanya, V. ., & Ramachandram, S. . (2023). Cat and Mouse Based Task Optimization Model for Optimized Data Collection in Smart Agriculture. International Journal on Recent and Innovation Trends in Computing and Communication, 11(4), 160–174. https://doi.org/10.17762/ijritcc.v11i4.6399

Mwangi, J., Cohen, D., Costa, R., Min-ji, K., & Suzuki, H. Optimizing Neural Network Architecture for Time Series Forecasting. Kuwait Journal of Machine Learning, 1(3). Retrieved from http://kuwaitjournals.com/index.php/kjml/article/view/132

Maria Gonzalez, Machine Learning for Anomaly Detection in Network Security , Machine Learning Applications Conference Proceedings, Vol 1 2021.

Downloads

Published

30.08.2023

How to Cite

Mhamdi, H. ., Kerrou, O. ., & Aggour, M. . (2023). An Intelligent Hybrid Energy Systems for Irrigation : A Review of Environmental Impacts, Technical and Economic Feasibility. International Journal of Intelligent Systems and Applications in Engineering, 11(11s), 260–275. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/3469

Issue

Section

Research Article