| 研究生: |
洛魯索 Lorusso, Antonello |
|---|---|
| 論文名稱: |
考慮電動車充電與光伏發電之住家能源管理最佳化排程 Optimal scheduling of household energy management considering EV charging and PV generation |
| 指導教授: |
梁從主
Liang, Tsorng-Juu 張簡樂仁 Chang-Chien, Le-Ren |
| 學位類別: |
碩士 Master |
| 系所名稱: |
電機資訊學院 - 電機工程學系 Department of Electrical Engineering |
| 論文出版年: | 2024 |
| 畢業學年度: | 112 |
| 語文別: | 英文 |
| 論文頁數: | 119 |
| 外文關鍵詞: | Battery Energy Storage System (BESS), Genetic Algorithm, Nanogrid |
| 相關次數: | 點閱:84 下載:9 |
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The thesis investigates the optimization of energy management in residential nanogrids, focusing on integrating renewable energy sources, electric vehicles, and battery storage systems to minimize electricity costs and ensure nanogrid sustainability. It begins with the planning stage of a residential nanogrid, emphasizing the capacity evaluation of photovoltaic systems combined with battery energy storage systems (BESS), considering factors of size, operation, and charge/discharge efficiency.
Secondly, a MATLAB genetic algorithm is utilized to develop BESS scheduling strategies tailored to various residential demand profiles and operational constraints to minimize electricity costs. The operational constraints include the charging demand of electric vehicles to ensure daily commutes on weekdays and outdoor activities on weekends. Through extensive simulation-based analysis, the study offers valuable insights into sustainable nanogrid design and operation, achieving minimal time-of-use energy costs.
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