Controllability Analysis of an Aggregate Demand Response System

In order to characterize the controllability of the aggregate demand response, that is, the aggregated consumer behaviors, the paper introduces the concept of controllability index which expresses the lowest occurrence probability in total electric consumption which can be changed by electric price....

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Main Authors: Kazuhiro Sato, Shun-Ichi Azuma
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2015/487173
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spelling doaj-a519b6afb99e45e889924f65f354d6df2020-11-24T21:01:27ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472015-01-01201510.1155/2015/487173487173Controllability Analysis of an Aggregate Demand Response SystemKazuhiro Sato0Shun-Ichi Azuma1Department of Systems Science, Graduate School of Informatics, Kyoto University, Kyoto 606-8501, JapanDepartment of Systems Science, Graduate School of Informatics, Kyoto University, Kyoto 606-8501, JapanIn order to characterize the controllability of the aggregate demand response, that is, the aggregated consumer behaviors, the paper introduces the concept of controllability index which expresses the lowest occurrence probability in total electric consumption which can be changed by electric price. As the number of consumers is larger, it becomes difficult to directly analyze the controllability index. To resolve the difficulty of the large number of consumers, by using the central limit theorem, the paper approximates the controllability index and gives the solution maximizing the approximated controllability index.http://dx.doi.org/10.1155/2015/487173
collection DOAJ
language English
format Article
sources DOAJ
author Kazuhiro Sato
Shun-Ichi Azuma
spellingShingle Kazuhiro Sato
Shun-Ichi Azuma
Controllability Analysis of an Aggregate Demand Response System
Mathematical Problems in Engineering
author_facet Kazuhiro Sato
Shun-Ichi Azuma
author_sort Kazuhiro Sato
title Controllability Analysis of an Aggregate Demand Response System
title_short Controllability Analysis of an Aggregate Demand Response System
title_full Controllability Analysis of an Aggregate Demand Response System
title_fullStr Controllability Analysis of an Aggregate Demand Response System
title_full_unstemmed Controllability Analysis of an Aggregate Demand Response System
title_sort controllability analysis of an aggregate demand response system
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2015-01-01
description In order to characterize the controllability of the aggregate demand response, that is, the aggregated consumer behaviors, the paper introduces the concept of controllability index which expresses the lowest occurrence probability in total electric consumption which can be changed by electric price. As the number of consumers is larger, it becomes difficult to directly analyze the controllability index. To resolve the difficulty of the large number of consumers, by using the central limit theorem, the paper approximates the controllability index and gives the solution maximizing the approximated controllability index.
url http://dx.doi.org/10.1155/2015/487173
work_keys_str_mv AT kazuhirosato controllabilityanalysisofanaggregatedemandresponsesystem
AT shunichiazuma controllabilityanalysisofanaggregatedemandresponsesystem
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