Journal
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
Volume 57, Issue 1, Pages 76-84Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCE.2011.5735484
Keywords
disaggregation algorithm; current waveform; signal features; energy management
Funding
- U.S. Department of Energy under a subcontract with Lawrence Berkley National Laboratory [6926442]
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Consumer systems for home energy management can provide significant energy saving. Such systems may be based on nonintrusive appliance load monitoring (NIALM), in which individual appliance power consumption information is disaggregated from single-point measurements. The disaggregation methods constitute the most important part of NIALM systems. This paper reviews the methodology of consumer systems for NIALM in residential buildings.(1)
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