Nonintrusive appliance load monitoring for smart homes: recent advances and future issues

In recent years, as Cloud Computing and Internet of Things (IoT) technologies develop rapidly, smart home technology has entered a new stage: smart electric power usage, which will break the traditional extensive management situation for electric power loads, particularly under the background of an...

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Bibliographic Details
Published in:IEEE instrumentation & measurement magazine 2016-06, Vol.19 (3), p.56-62
Main Authors: Yu, Liu, Li, Haibin, Feng, Xiaowei, Duan, Jizhong
Format: Magazinearticle
Language:English
Subjects:
Cloud computing
Current measurement
Demand
Electric appliances
Electric power
Electric power generation
Euclidean distance
Feature extraction
Harmonic analysis
Home appliances
Household appliances
Internet
Internet of things
Monitoring
Smart buildings
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Summary:In recent years, as Cloud Computing and Internet of Things (IoT) technologies develop rapidly, smart home technology has entered a new stage: smart electric power usage, which will break the traditional extensive management situation for electric power loads, particularly under the background of an energy crisis. People will gradually gravitate towards the demands for more energy-related and intelligent services in smart home systems such as energy saving, improved understanding of electrical consumption and electrical safety of appliances. When the power consumption is considered by a smart grid, detailed electrical information of power loads will be perceived for demand management and optimization. To address these issues, measuring and monitoring the power of residential individual appliances are highly demanded by many applications.
ISSN:1094-6969
1941-0123
DOI:10.1109/MIM.2016.7477956