Multi-criteria decision-making model for optimal planning of on/off grid hybrid solar, wind, hydro, biomass clean electricity supply

被引:135
作者
Ullah, Zia [1 ,2 ]
Elkadeem, M. R. [3 ]
Kotb, Kotb M. [3 ]
Taha, Ibrahim B. M. [4 ]
Wang, Shaorong [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Elect & Elect Engn, State Key Lab Adv Electromagnet Engn & Technol, Wuhan 430074, Peoples R China
[2] Huazhong Univ Sci & Technol, Sch Opt & Elect Informat, Wuhan 430074, Peoples R China
[3] Tanta Univ, Fac Engn, Elect Power & Machines Engn Dept, Tanta 31521, Egypt
[4] Taif Univ, Coll Engn, Elect Engn Dept, POB 11099, At Taif 21944, Saudi Arabia
关键词
Hybrid clean electricity supply; 100% renewable Energy; Feasibility analysis; Optimal planning; Multi-criteria decision-making; Ruralelectrification; RENEWABLE ENERGY-SYSTEMS; REVERSE-OSMOSIS DESALINATION; POWER-SYSTEM; REMOTE AREA; OPTIMIZATION; FEASIBILITY; DESIGN; PAKISTAN; GENERATION; LOCATIONS;
D O I
10.1016/j.renene.2021.07.063
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Worldwide, the emerging trend of hybrid renewable energy sources integration in modern power systems is increasing due to privileged prices and clean electricity supply. However, the optimal planning of rural hybrid systems is a challenging and complex task, especially when different alternatives and sustainability aspects are considered. This paper develops an integrated decision-making approach for the optimal planning of a 100% renewable energy supply system comprising solar, wind, hydro, and biomass sources in a rural area located in Pakistan. An hourly-based design optimization analysis of twelve on/off-grid electrification alternatives is performed. The optimization model simultaneously addresses five sustainability criteria related to economy, reliability, ecology, society, and topography aspects. Furthermore, a novel hybrid decision-making model has developed to identify the unique best configuration with on-grid and off-grid options. The proposed model combines fuzzy analytic hierarchy process, multi-objective optimization based on ratio analysis technique for order of preference by similarity to an ideal solution, and evaluation based on distance from average solution methods. The results reveal that the solar-hydro-biomass battery with a life cycle cost of 10.9 M$ is the top-ranking off-grid system. When the hybrid system is connected to the grid, the solar-hydro-battery has found the most appropriate design with a life cycle cost of 12.96 M$. Both scenarios have a negligible capacity shortage of 0.09%. Ecologically, the optimal off-grid system produces only 408.37 kg/yr of CO2 due to the significant energy share of solar and hydro sources (99.3%). The optimal on-grid system produced the minimum CO2 with 29,177.89 kg/yr compared to other alternatives. Also, employing the optimal on/off-grid designs require land area and jobs of 96.6 m(2), 14 jobs, and 118 m(2), 15 jobs, respectively. Overall, the developed approach with the presented case study offers a valuable benchmark and guidelines for investors and stakeholders to create realistic investment plans for the energy industry looking to push efficient inducements to encourage the high dissemination of renewables. (C) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页码:885 / 910
页数:26
相关论文
共 118 条
[1]   Optimized energy management strategy for grid connected double storage (pumped storage-battery) system powered by renewable energy resources [J].
Abdelshafy, Alaaeldin M. ;
Jurasz, Jakub ;
Hassan, Hamdy ;
Mohamed, Abdelfatah M. .
ENERGY, 2020, 192 (192)
[2]   Techno-economic assessment and optimization of a hybrid renewable earth - air heat exchanger coupled with electric boiler, hydrogen, wind and PV configurations [J].
Akhtari, Mohammad Reza ;
Shayegh, Iman ;
Karimi, Nader .
RENEWABLE ENERGY, 2020, 148 :839-851
[3]   Techno-economic assessment and optimization of a hybrid renewable co-supply of electricity, heat and hydrogen system to enhance performance by recovering excess electricity for a large energy consumer [J].
Akhtari, Mohammad Reza ;
Baneshi, Mehdi .
ENERGY CONVERSION AND MANAGEMENT, 2019, 188 :131-141
[4]   A review on recent size optimization methodologies for standalone solar and wind hybrid renewable energy system [J].
Al-Falahi, Monaaf D. A. ;
Jayasinghe, S. D. G. ;
Enshaei, H. .
ENERGY CONVERSION AND MANAGEMENT, 2017, 143 :252-274
[5]   A MILP algorithm for the optimal sizing of an off-grid hybrid renewable energy system in South Tyrol [J].
Alberizzi, Jacopo C. ;
Rossi, Mose ;
Renzi, Massimiliano .
ENERGY REPORTS, 2020, 6 :21-26
[6]   A techno-economic assessment of hybrid energy systems in rural Pakistan [J].
Ali, Fahad ;
Ahmar, Muhammad ;
Jiang, Yuexiang ;
AlAhmad, Mohammad .
ENERGY, 2021, 215
[7]   Investigating biodiesel production strategies as a sustainable energy resource for Pakistan [J].
Ali, Shahzad ;
Fazal, Tahir ;
Javed, Fahed ;
Hafeez, Ainy ;
Akhtar, Mueed ;
Haider, Bilal ;
Rehman, Muhammad Saif Ur ;
Zimmerman, William B. ;
Rehman, Fahad .
JOURNAL OF CLEANER PRODUCTION, 2020, 259
[8]   A hybrid multi-criteria decision-making approach to solve renewable energy technology selection problem for Rohingya refugees in Bangladesh [J].
Ali, Tausif ;
Nahian, Ahmed Jaudat ;
Ma, Hongzhong .
JOURNAL OF CLEANER PRODUCTION, 2020, 273
[9]   Improving renewable energy policy planning and decision-making through a hybrid MCDM method [J].
Alizadeh, Reza ;
Soltanisehat, Leili ;
Lund, Peter D. ;
Zamanisabzi, Hamed .
ENERGY POLICY, 2020, 137
[10]   Multi-criteria optimal design of hybrid clean energy system with battery storage considering off- and on-grid application [J].
Arabi-Nowdeh, Saber ;
Nasri, Shohreh ;
Saftjani, Parvin Barat ;
Naderipour, Amirreza ;
Abdul-Malek, Zulkurnain ;
Kamyab, Hesam ;
Jafar-Nowdeh, Ali .
JOURNAL OF CLEANER PRODUCTION, 2021, 290