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Multi-objective optimization of hybrid solar/wind/diesel/battery system for different climates of Iran

Author

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  • Mohammad Shafiey Dehaj

    (Vali-e-Asr University of Rafsanjan)

  • Hassan Hajabdollahi

    (Vali-e-Asr University of Rafsanjan)

Abstract

In this paper, a wind/photovoltaic/battery/diesel hybrid system with hourly analysis during a year is modeled and optimized for different cities of Iran with various ranges of wind, solar and ambient temperature. A number of solar panels, wind turbines, batteries as well as nominal capacity of diesel engine are considered as design parameters. Fuel ratio and total annual cost (TAC) are selected as two simultaneous objective functions, and particle swarm optimization algorithm is used to find the optimum value of design parameter. The optimum results reveal that Zahedan has the significant lower TAC compared with other studied cases. Optimum cost increases 4.63%, 5.85%, 8.24%, 15.45% and 17.60%, respectively, in the Bushehr, Kerman, Tabriz, Tehran and Mashhad as compared with Zahedan. Optimum results reveal that annual cost extremely increases for the system with the absence of diesel engine (highest fuel ratio). For example, TAC increases at least 100% for the improvement of fuel ratio from 0.8 to 1 for all studied cities. The results also reveal a regular fluctuation in the battery charging and discharging is observed in the high available radiation cities such as Zahedan and Kerman. Furthermore, TAC increases in a linear manner, while fuel ratio increases in an exponentially manner with the increase in the number of PV panels in the optimum situation for all studied cases.

Suggested Citation

  • Mohammad Shafiey Dehaj & Hassan Hajabdollahi, 2021. "Multi-objective optimization of hybrid solar/wind/diesel/battery system for different climates of Iran," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(7), pages 10910-10936, July.
    • Handle: RePEc:spr:endesu:v:23:y:2021:i:7:d:10.1007_s10668-020-01094-1
    DOI: 10.1007/s10668-020-01094-1
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    1. Acuña, Luceny Guzmán & Padilla, Ricardo Vasquez & Mercado, Alcides Santander, 2017. "Measuring reliability of hybrid photovoltaic-wind energy systems: A new indicator," Renewable Energy, Elsevier, vol. 106(C), pages 68-77.
    2. Maleki, Akbar & Ameri, Mehran & Keynia, Farshid, 2015. "Scrutiny of multifarious particle swarm optimization for finding the optimal size of a PV/wind/battery hybrid system," Renewable Energy, Elsevier, vol. 80(C), pages 552-563.
    3. Ma, Xiandong & Wang, Yifei & Qin, Jianrong, 2013. "Generic model of a community-based microgrid integrating wind turbines, photovoltaics and CHP generations," Applied Energy, Elsevier, vol. 112(C), pages 1475-1482.
    4. Rabbani, M. & Dincer, I. & Naterer, G.F., 2012. "Thermodynamic assessment of a wind turbine based combined cycle," Energy, Elsevier, vol. 44(1), pages 321-328.
    5. Maheri, Alireza, 2014. "Multi-objective design optimisation of standalone hybrid wind-PV-diesel systems under uncertainties," Renewable Energy, Elsevier, vol. 66(C), pages 650-661.
    6. Smith, Cameron & Burrows, John & Scheier, Eric & Young, Amberli & Smith, Jessica & Young, Tiffany & Gheewala, Shabbir H., 2015. "Comparative Life Cycle Assessment of a Thai Island's diesel/PV/wind hybrid microgrid," Renewable Energy, Elsevier, vol. 80(C), pages 85-100.
    7. Khorasaninejad, Ehsan & Hajabdollahi, Hassan, 2014. "Thermo-economic and environmental optimization of solar assisted heat pump by using multi-objective particle swam algorithm," Energy, Elsevier, vol. 72(C), pages 680-690.
    8. Li, Chong & Ge, Xinfeng & Zheng, Yuan & Xu, Chang & Ren, Yan & Song, Chenguang & Yang, Chunxia, 2013. "Techno-economic feasibility study of autonomous hybrid wind/PV/battery power system for a household in Urumqi, China," Energy, Elsevier, vol. 55(C), pages 263-272.
    9. Malheiro, André & Castro, Pedro M. & Lima, Ricardo M. & Estanqueiro, Ana, 2015. "Integrated sizing and scheduling of wind/PV/diesel/battery isolated systems," Renewable Energy, Elsevier, vol. 83(C), pages 646-657.
    10. Torreglosa, Juan P. & García, Pablo & Fernández, Luis M. & Jurado, Francisco, 2015. "Energy dispatching based on predictive controller of an off-grid wind turbine/photovoltaic/hydrogen/battery hybrid system," Renewable Energy, Elsevier, vol. 74(C), pages 326-336.
    11. Rehman, Shafiqur & Mahbub Alam, Md. & Meyer, J.P. & Al-Hadhrami, Luai M., 2012. "Feasibility study of a wind–pv–diesel hybrid power system for a village," Renewable Energy, Elsevier, vol. 38(1), pages 258-268.
    12. Ghaem Sigarchian, Sara & Paleta, Rita & Malmquist, Anders & Pina, André, 2015. "Feasibility study of using a biogas engine as backup in a decentralized hybrid (PV/wind/battery) power generation system – Case study Kenya," Energy, Elsevier, vol. 90(P2), pages 1830-1841.
    13. Tsuanyo, David & Azoumah, Yao & Aussel, Didier & Neveu, Pierre, 2015. "Modeling and optimization of batteryless hybrid PV (photovoltaic)/Diesel systems for off-grid applications," Energy, Elsevier, vol. 86(C), pages 152-163.
    14. Satya Prakash Makhija & S. P. Dubey, 2019. "Feasibility analysis of biomass-based grid-integrated and stand-alone hybrid energy systems for a cement plant in India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 21(2), pages 861-878, April.
    15. Dufo-López, Rodolfo & Bernal-Agustín, José L. & Yusta-Loyo, José M. & Domínguez-Navarro, José A. & Ramírez-Rosado, Ignacio J. & Lujano, Juan & Aso, Ismael, 2011. "Multi-objective optimization minimizing cost and life cycle emissions of stand-alone PV–wind–diesel systems with batteries storage," Applied Energy, Elsevier, vol. 88(11), pages 4033-4041.
    16. Basbous, Tammam & Younes, Rafic & Ilinca, Adrian & Perron, Jean, 2015. "Optimal management of compressed air energy storage in a hybrid wind-pneumatic-diesel system for remote area's power generation," Energy, Elsevier, vol. 84(C), pages 267-278.
    17. Hussein A. Kazem & Hamood A. S. Al-Badi & Ahmed S. Al Busaidi & Miqdam T. Chaichan, 2017. "Optimum design and evaluation of hybrid solar/wind/diesel power system for Masirah Island," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(5), pages 1761-1778, October.
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