Stable and Energy Efficient Operation in a Large-scale Water Distribution Network

• Item type: Trans(1)
• 公開日: 2017-07-19
• タイトル: Stable and Energy Efficient Operation in a Large-scale Water Distribution Network
• タイトル / 言語: en
• タイトル: Stable and Energy Efficient Operation in a Large-scale Water Distribution Network
• 言語: eng
• キーワード / 主題Scheme: Other
• キーワード / 主題: [事例紹介論文] mathematical programming, optimal water distribution and pump operation planning, pump modeling, stable water supply, water resource management
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_6501
• 資源タイプ: journal article
• 著者所属: NEC Data Science Research Laboratories／Presently with College of Economics, Kanto Gakuin University
• 著者所属: NEC Data Science Research Laboratories
• 著者所属: NEC Laboratories China
• 著者所属: NEC Data Science Research Laboratories
• 著者所属: NEC Data Science Research Laboratories
• 著者所属: NEC Data Science Research Laboratories
• 著者所属(英): en
• 著者所属(英): NEC Data Science Research Laboratories / Presently with College of Economics, Kanto Gakuin University
• 著者所属(英): en
• 著者所属(英): NEC Data Science Research Laboratories
• 著者所属(英): en
• 著者所属(英): NEC Laboratories China
• 著者所属(英): en
• 著者所属(英): NEC Data Science Research Laboratories
• 著者所属(英): en
• 著者所属(英): NEC Data Science Research Laboratories
• 著者所属(英): en
• 著者所属(英): NEC Data Science Research Laboratories
• 著者名: Toshihiro, Hirano; Yuta, Ashida; Lu, Yu; Sayaka, Izukura; Itaru, Nishioka; Ryohei, Fujimaki
• 著者名(英): Toshihiro, Hirano; Yuta, Ashida; Lu, Yu; Sayaka, Izukura; Itaru, Nishioka; Ryohei, Fujimaki
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: Recent advances in data analysis techniques have been attracting an increasing amount of attention from industry persons who operate complex social infrastructures. In this paper, we present our experience in using mathematical programming techniques to achieve energy efficient operations in a large-scale water distribution network. Our study mainly considers two issues. The first is how to achieve a stable water supply in the face of uncertain water demand while avoiding the occurrence of a water failure. The second is how to determine both water distribution and pump operations simultaneously in order to avoid unnecessary energy consumption. To address these issues, we propose a mathematical optimization solution under physical and operational constraints. It results in a stable water supply and fine-grain pump operations. Finally, with respect to a large-scale real water distribution network, we demonstrate the effectiveness of the proposed method in terms of energy consumption.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: Recent advances in data analysis techniques have been attracting an increasing amount of attention from industry persons who operate complex social infrastructures. In this paper, we present our experience in using mathematical programming techniques to achieve energy efficient operations in a large-scale water distribution network. Our study mainly considers two issues. The first is how to achieve a stable water supply in the face of uncertain water demand while avoiding the occurrence of a water failure. The second is how to determine both water distribution and pump operations simultaneously in order to avoid unnecessary energy consumption. To address these issues, we propose a mathematical optimization solution under physical and operational constraints. It results in a stable water supply and fine-grain pump operations. Finally, with respect to a large-scale real water distribution network, we demonstrate the effectiveness of the proposed method in terms of energy consumption.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AA11464803
• 書誌情報: 情報処理学会論文誌数理モデル化と応用（TOM）; 巻 10, 号 2, p. 33-42, 発行日 2017-07-19
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 1882-7780
• 出版者 / 言語: ja
• 出版者: 情報処理学会