| Presentation | 2021-03-15 Control of Energy Management Systems via Human Decision-Making Models Using Markov Chains Shogo Shimamoto, Koichi Kobayashi, Yuh Yamashita, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we consider the incorporation of human decision making into an energy management system. Here, we consider an air-conditioning system consisting of several rooms as an example of an energy management system. A discrete-time Markov chain is used to model human decision-making about the set temperature. In addition, we propose a model predictive control method for systems including human decision making (Human-in-the-Loop systems). |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | human-in-the-loop / model predictive control / energy management systems |
| Paper # | MSS2020-47 |
| Date of Issue | 2021-03-08 (MSS) |
| Conference Information | |
| Committee | NLP / MSS |
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| Conference Date | 2021/3/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | MSS, NLP, Work In Progress (MSS only), and etc. |
| Chair | Kiyohisa Natsume(Kyushu Inst. of Tech.) / Shigemasa Takai(Osaka Univ.) |
| Vice Chair | Takuji Kosaka(Chukyo Univ.) / Atsuo Ozaki(Osaka Inst. of Tech.) |
| Secretary | Takuji Kosaka(Kyushu Inst. of Tech.) / Atsuo Ozaki(Kagawa Univ.) |
| Assistant | Toshikaza Samura(Yamaguchi Univ.) / Hideyuki Kato(Oita Univ.) / Naoki Hayashi(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Nonlinear Problems / Technical Committee on Mathematical Systems Science and its Applications |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Control of Energy Management Systems via Human Decision-Making Models Using Markov Chains |
| Sub Title (in English) | |
| Keyword(1) | human-in-the-loop |
| Keyword(2) | model predictive control |
| Keyword(3) | energy management systems |
| 1st Author's Name | Shogo Shimamoto |
| 1st Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| 2nd Author's Name | Koichi Kobayashi |
| 2nd Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| 3rd Author's Name | Yuh Yamashita |
| 3rd Author's Affiliation | Hokkaido University(Hokkaido Univ.) |
| Date | 2021-03-15 |
| Paper # | MSS2020-47 |
| Volume (vol) | vol.120 |
| Number (no) | MSS-429 |
| Page | pp.pp.18-21(MSS), |
| #Pages | 4 |
| Date of Issue | 2021-03-08 (MSS) |