The Application of NILM in Demand Response

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Paper number
257
Working Group Number
Conference name
CIRED 2019
Conference date
3-6 June 2019
Conference location
Madrid, Spain
Peer-reviewed
Yes
Short title
Convener
Authors
Liu , Tian, Guangzhou Power Supply Bureau, China
Mo , Wenxiong, Guangzhou Power Supply Bureau, China
Wang , Hongbin, Guangzhou Power Supply Bureau, China
Luan , Le, Guangzhou Power Supply Bureau, China
Xu, Zhong, Guangzhou Power Supply Bureau Co. Ltd, China
Zhou, Kai, Guangzhou Power Supply Bureau, China
Feng, Yanjun, Jiangsu Intelever Energy Technology Co. Ltd., China
Fu, Meng, Southeast University, China
Abstract
Nowadays, the residential load increasing rapidly and have a very huge potential for demand response. The Non-Intrusive Load Monitoring (NILM) used in this paper can detect devices from the total current and voltage of user’s incoming line instead of entering the households. In this study, a new application of NILM in demand response was researched, which was used to measure the demand response potential of home air conditioners. NILM obtains the comfort limits of regional air conditioners based on the overall usage of air conditioners in the same area. Moreover, the calculation method of residential air conditioning demand response potential is proposed.
Table of content
Keywords
Publisher
AIM
Date
2019-06-03
Permanent link to this record
https://cired-repository.org/handle/20.500.12455/759
http://dx.doi.org/10.34890/981
ISSN
2032-9644
ISBN
978-2-9602415-0-1