Optimal Design and Operation of an Off-Grid Hybrid Renewable Energy System in Nigeria’s Rural Residential Area, Using Fuzzy Logic and Optimization Techniques

Taofeek Afolabi, Hooman Farzaneh

研究成果: ジャーナルへの寄稿学術誌査読

17 被引用数 (Scopus)

抄録

This study focuses on a technical and economic analysis of designing and operating an off-grid hybrid renewable energy system (HRES) in a rural community called Olooji, situated in Ogun state, Nigeria, as a case study. First, a size optimization model is developed on the basis of the novel metaheuristic particle swarm optimization (PSO) technique to determine the optimal configuration of the proposed off-grid system on the basis of the minimization of the levelized cost of electricity, by factoring in the local meteorological and electricity load data and details on the technical specification of the main components of the HRES. Second, a fuzzy-logic-controlled energy management system (EMS) is developed for the dynamic power control and energy storage of the proposed HRES, ensuring the optimal energy balance between the different multiple energy sources and the load at each hour of operation. The result of the size optimization model showed that an LCOE for implementing an HRES in the community would be 0.48 USD/kWh in a full-battery-capacity scenario and 1.17 USD/kWh in a half-battery-capacity scenario. The result from this study is important for quick decision-making and effective feasibility studies on the optimal technoeconomic synopsis of implementing minigrids in rural communities.

本文言語英語
論文番号3862
ジャーナルSustainability (Switzerland)
15
4
DOI
出版ステータス出版済み - 2月 2023

!!!All Science Journal Classification (ASJC) codes

  • コンピュータ サイエンス(その他)
  • 地理、計画および開発
  • 再生可能エネルギー、持続可能性、環境
  • 建築および建設
  • 環境科学(その他)
  • エネルギー工学および電力技術
  • ハードウェアとアーキテクチャ
  • コンピュータ ネットワークおよび通信
  • マネジメント、モニタリング、政策と法律

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