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| Paper Abstract and Keywords | ||
| Presentation | 2021-03-15 14:55 Control of Energy Management Systems via Human Decision-Making Models Using Markov Chains Shogo Shimamoto, Koichi Kobayashi, Yuh Yamashita (Hokkaido Univ.)  MSS2020-47 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (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) |
| (in English) | human-in-the-loop / model predictive control / energy management systems / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 120, no. 429, MSS2020-47, pp. 18-21, March 2021. | |
| Paper # | MSS2020-47 | |
| Date of Issue | 2021-03-08 (MSS) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | MSS2020-47 |
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| Conference Information | |
| Committee | NLP MSS |
| Conference Date | 2021-03-15 - 2021-03-16 |
| 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. |
| Paper Information | |
| Registration To | MSS |
| Conference Code | 2021-03-NLP-MSS |
| Language | Japanese |
| 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 |
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| 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.) |
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| Speaker | Author-1 |
| Date Time | 2021-03-15 14:55:00 |
| Presentation Time | 25 minutes |
| Registration for | MSS |
| Paper # | MSS2020-47 |
| Volume (vol) | vol.120 |
| Number (no) | no.429 |
| Page | pp.18-21 |
| #Pages | 4 |
| Date of Issue | 2021-03-08 (MSS) |
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