JOURNAL ARTICLE

Incorporating Non-Intrusive Load Monitoring Into Building Level Demand Response

Dawei HeWeixuan LinNan LiuRonald G. HarleyT.G. Habetler

Year: 2013 Journal:   IEEE Transactions on Smart Grid Vol: 4 (4)Pages: 1870-1877   Publisher: Institute of Electrical and Electronics Engineers

Abstract

This paper brings the application of non-intrusive load monitoring (NILM) into demand response (DR). NILM is usually applied to identify the major loads in buildings, which is very promising in meeting the load monitoring requirements of demand response. Unlike the traditional approach of NILM in energy auditing, a new NILM system for DR is established based on a comprehensive analysis on the requirement of demand response. The new system is designed from both hardware and software aspects with a more practical load space and a more explicit measuring criteria. The ultimate goal of this paper is to pave the road for the future researchers to work in NILM for demand response.

Keywords:
Demand response Load management Computer science Audit Reliability engineering Power demand Engineering Power (physics) Electricity

Metrics

97
Cited By
4.54
FWCI (Field Weighted Citation Impact)
31
Refs
0.96
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Smart Grid Energy Management
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Microgrid Control and Optimization
Physical Sciences →  Engineering →  Control and Systems Engineering
Building Energy and Comfort Optimization
Physical Sciences →  Engineering →  Building and Construction
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