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このアイテムの引用には次の識別子を使用してください:
http://hdl.handle.net/10119/16127
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| タイトル: | Adaptive Rescheduling of Energy Consumption Based on User Preferences for the Future Smart Grid |
| 著者: | Charoen, Prasertsak
Javaid, Saher
Lim, Yuto
Tan, Yasuo
Charoenlarpnopparut, Chalie |
| キーワード: | Demand side management
energy consumption scheduling
game theory
smart grid
user preference |
| 発行日: | 2018 |
| 出版者: | Institute of Electrical and Electronics Engineers (IEEE) |
| 誌名: | 2018 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia) |
| 開始ページ: | 36 |
| 終了ページ: | 41 |
| DOI: | 10.1109/ISGT-Asia.2018.8467718 |
| 抄録: | In the future smart grid, Demand Side Management (DSM) will be implemented to facilitate utility companies and consumers in order to achieve mutual benefits such as minimizing total energy cost and reducing consumption peaks. The optimal energy consumption scheduling is calculated based on user preferences in advance, e.g., day-ahead schedules. Most of the prior works in the literature have reported good results under the assumption that users are committed to the optimal schedules and do not deviate from their preferences, which may not be true in practice. In this paper, we consider the implications of allowing users to change their preferences and request new schedules at any time. Based on user constraints, we propose single and multi-user adaptive rescheduling algorithms. The algorithms reschedule deviating energy consumption optimally thus reducing the total energy cost. Simulation results show that the total energy cost of the community can be reduced by as much as 11.4% in specific scenarios. |
| Rights: | This is the author's version of the work. Copyright (C) 2018 IEEE. 2018 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia), 2018, pp.36-41. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
| URI: | http://hdl.handle.net/10119/16127 |
| 資料タイプ: | author |
| 出現コレクション: | b11-1. 会議発表論文・発表資料 (Conference Papers)
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このアイテムのファイル:
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記述 |
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| 24208.pdf | | 660Kb | Adobe PDF | 見る/開く |
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