Profit-based Unit Commitment Model under Uncertainty using Information Gap Decision Theory

カテゴリ: 研究会(論文単位)

論文No: PE22100,PSE22108

グループ名: 【B】電力・エネルギー部門 電力技術/【B】電力・エネルギー部門 電力系統技術合同研究会

発行日: 2022/08/21

タイトル(英語): Profit-based Unit Commitment Model under Uncertainty using Information Gap Decision Theory

著者名: Aung Myo Win(熊本大学),宮内 肇(熊本大学)

著者名(英語): Myo Win Aung(Kumamoto University),Hajime Miyauchi(Kumamoto University)

キーワード: 起動停止|ＩＧＤＴ|不確実性|Unit commitment|Information gap decision theory|uncertainty

要約(日本語): Decision-making under the uncertain condition and with the deficiency of its data has always been a challenging task to tackle in research area. This work proposes a framework of IGDT-based profit optimization model for thermal power generators scheduling that can closely matches real-time operation considering the lack of accurate data about uncertainty. The robustness of the proposed approach is checked using random1000 sets of power generation scenarios from renewable energy. The result confirms that all optimized profits caused due to the generation scenarios from renewable energy occurred within robustness region are not lesser than predefined critical profit.

要約(英語): Decision-making under the uncertain condition and with the deficiency of its data has always been a challenging task to tackle in research area. This work proposes a framework of IGDT-based profit optimization model for thermal power generators scheduling that can closely matches real-time operation considering the lack of accurate data about uncertainty. The robustness of the proposed approach is checked using random1000 sets of power generation scenarios from renewable energy. The result confirms that all optimized profits caused due to the generation scenarios from renewable energy occurred within robustness region are not lesser than predefined critical profit.

本誌: 2022年8月24日-2022年8月25日電力技術/電力系統技術合同研究会-1

本誌掲載ページ: 25-30 p

原稿種別: 英語

PDFファイルサイズ: 1,358 Kバイト