| Presentation | 2020-11-26 ADMM and Constraint Optimization Approach to Unit Commitment of Distributed Energy Management System Yuta Inoue, Toshiyuki Miyamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Unit commitment problem (UCP) is the problem deciding the up/down pattern and generation level of units.In recent years, due to the spread of distributed power sources and the liberalization of energy, UCP is required to be solved in a distributed manner (DUCP).Once an up/down pattern is determined, the generation level can be calculated by using alternating direction method of multipliers (ADMM).However, ADMM does not guarantee its convergence when deciding both up/down pattern and generation level.In this paper, we propose a method to obtain a good solution to DUCP by using ADMM and constraint programming.Numeral experiments show the efficacy of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Distributed energy management system (DEMS) / Distributed unit commitment problem (DUCP) / Constraint optimization problem (COP) |
| Paper # | CAS2020-36,MSS2020-28 |
| Date of Issue | 2020-11-18 (CAS, MSS) |
| Conference Information | |
| Committee | MSS / CAS / IPSJ-AL |
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| Conference Date | 2020/11/25(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shigemasa Takai(Osaka Univ.) / Yasuhiro Takashima(Univ. of Kitakyushu) |
| Vice Chair | Atsuo Ozaki(Osaka Inst. of Tech.) / Hiroki Sato(Sony LSI Design) |
| Secretary | Atsuo Ozaki(Setsunan Univ.) / Hiroki Sato(Hokkaido Univ.) / (Yamanashi Univ.) |
| Assistant | Naoki Hayashi(Osaka Univ.) / Motoi Yamaguchi(TECHNOPRO) / Yohei Nakamura(Hitachi) |
| Paper Information | |
| Registration To | Technical Committee on Mathematical Systems Science and its applications / Technical Committee on Circuits and Systems / Special Interest Group on Algorithms |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | ADMM and Constraint Optimization Approach to Unit Commitment of Distributed Energy Management System |
| Sub Title (in English) | |
| Keyword(1) | Distributed energy management system (DEMS) |
| Keyword(2) | Distributed unit commitment problem (DUCP) |
| Keyword(3) | Constraint optimization problem (COP) |
| 1st Author's Name | Yuta Inoue |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Toshiyuki Miyamoto |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2020-11-26 |
| Paper # | CAS2020-36,MSS2020-28 |
| Volume (vol) | vol.120 |
| Number (no) | CAS-245,MSS-246 |
| Page | pp.pp.96-101(CAS), pp.96-101(MSS), |
| #Pages | 6 |
| Date of Issue | 2020-11-18 (CAS, MSS) |