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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
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
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

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  
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 
Date of Issue 2021-03-08 (MSS) 

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