A scenario-based multi-attribute decision making approach for optimal design of a hybrid off-grid system

被引:14
|
作者
Konneh, Keifa Vamba [1 ]
Adewuyi, Oludamilare Bode [2 ]
Gamil, Mahmoud M. [1 ]
Fazli, Agha Mohammad [3 ]
Senjyu, Tomonobu [1 ]
机构
[1] Univ Ryukyus, Grad Sch Engn & Sci, 1 Senbaru, Nishihara, Okinawa 9030213, Japan
[2] Univ Tsukuba, Fac Engn Informat & Syst, 1 Chome 1-1 Tennodai, Tsukuba, Ibaraki 3058577, Japan
[3] Kandahar Univ, Energy Engn Dept, Kandahar, Afghanistan
关键词
Off-grids; Hybrid renewable energy sources; Solar tracking; PV module; Net present cost; Techno-economic analysis; RENEWABLE ENERGY-SYSTEMS; FEASIBILITY ANALYSIS; STAND-ALONE; ELECTRIFICATION; BIOMASS; GENERATION; MICROGRIDS; HOMER;
D O I
10.1016/j.energy.2022.125663
中图分类号
O414.1 [热力学];
学科分类号
摘要
For off-grid electrification, hybrid renewable energy power systems have evolved as a more reliable alternative. Solar tracking systems boost PV power generation but come at a high cost, necessitating a thorough investigation of one's goals before deciding on the type of PV module and power generation approach. A hybrid energy configuration's optimum design and capacity scaling also necessitates the evaluation of numerous factors, making the choice process extremely complicated. The goal of this research is to conduct a feasibility analysis and design an optimum power system considering a two-step approach, capable of electrifying a rural community in Sierra Leone. In the first step, Hybrid Optimization Model of Multiple Energy Resources (HOMER) software is used to assess feasibility and optimally design the various scenarios, while Multi-attribute Decision Making [(MADM)-Combinative Distance-Based Assessment Algorithm (CODAS)] is used to rank and select the optimum scenario based on technical, economic, and environmental factors. With a net present cost (NPC) of ($471,993), cost of energy (COE)($0.376/kWh), and CO2 of (1.32 kg/yr), SC#2 is the most cost-effective and sustainable scenario. It has a 107 kW PV system, a 30 kW biogas generator, a 38.4 kW converter, and 129 batteries. Results proved that a tracking system is not required for the specified location, and the Sharp ND-250QCS PV module is preferred to the CanadianSolar Dymond PV in attaining the research goal. The decision-making process is validated by comparing the results of three different MADM approaches; CODAS, The Weighted Aggregated Sum Product Assessment (WASPAS), and The Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS). Sensitivity analyses revealed that the optimal scenario is superior and robust, and that its success or triumph is independent of the approach employed in assigning weights to the considered variables.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Hybrid Multi-Attribute Decision Making Approach: Extension of Distance Based Approach
    Bansal, Ashu
    Gupta, Neeraj
    Garg, Rakesh
    2018 INTERNATIONAL CONFERENCE ON AUTOMATION AND COMPUTATIONAL ENGINEERING (ICACE), 2018, : 164 - 167
  • [2] Hybrid Multi-attribute Decision Making Based on Vague Sets
    Wang Haixia
    Yang Aiping
    Dai Wenzhan
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 5140 - 5144
  • [3] Optimal PID Controller Design for AVR System Based on Multi-objective Optimization and Multi-attribute Decision Making
    Sun, Yan
    Zhou, Xiaojun
    Huang, Zhaoke
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 592 - 597
  • [4] An Approach of Multi-attribute Group Decision Making
    Guo, Sandang
    Tang, Guolin
    Chen, Xiaoyan
    PROCEEDINGS OF 2019 3RD INTERNATIONAL CONFERENCE ON CLOUD AND BIG DATA COMPUTING (ICCBDC 2019), 2019, : 21 - 25
  • [5] Fusing Multi-Attribute Decision Models for Decision Making to Achieve Optimal Product Design
    Olabanji, Olayinka Mohammed
    Mpofu, Khumbulani
    FOUNDATIONS OF COMPUTING AND DECISION SCIENCES, 2020, 45 (04) : 305 - 337
  • [6] A multi-attribute decision making approach of mix design based on experimental soil characterization
    Bera, Amit K.
    Mukhopadhyay, Tanmoy
    Mohan, Ponnada J.
    Dey, Tushar K.
    FRONTIERS OF STRUCTURAL AND CIVIL ENGINEERING, 2018, 12 (03) : 361 - 371
  • [7] A multi-attribute decision making approach of mix design based on experimental soil characterization
    Amit K. Bera
    Tanmoy Mukhopadhyay
    Ponnada J. Mohan
    Tushar K. Dey
    Frontiers of Structural and Civil Engineering, 2018, 12 : 361 - 371
  • [8] Scenario-based techno-reliability optimization of an off-grid hybrid renewable energy system: A multi-city study framework
    Rasool, Muhammad Haseeb
    Perwez, Usama
    Qadir, Zakria
    Ali, Syed Muhammad Hassan
    SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2022, 53
  • [9] Research on Hybrid Multi-attribute Decision-Making
    Sun, Guidong
    Guan, Xin
    2016 INTERNATIONAL CONFERENCE ON CYBER-ENABLED DISTRIBUTED COMPUTING AND KNOWLEDGE DISCOVERY PROCEEDINGS - CYBERC 2016, 2016, : 272 - 277
  • [10] Hybrid multi-attribute decision making based on shadowed fuzzy numbers
    El-Hawy, Mohamed A. H.
    Wassif, Khaled T.
    Hefny, Hesham A.
    Hassan, Hesham A.
    2015 IEEE SEVENTH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INFORMATION SYSTEMS (ICICIS), 2015, : 514 - 521