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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Series: | Mathematical Problems in Engineering |
Online Access: | http://dx.doi.org/10.1155/2015/487173 |
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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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1716777954369863680 |