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    The Application of NILM in Demand Response

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    CIRED 2019 - 257.pdf (823.7Kb)
    Paper number
    257
    Conference name
    CIRED 2019
    Conference date
    3-6 June 2019
    Conference location
    Madrid, Spain
    Peer-reviewed
    Yes
    Metadata
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    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.
    Publisher
    AIM
    Date
    2019-06-03
    Published in
    • CIRED 2019 Conference
    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

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