Journal
ELECTRIC POWER SYSTEMS RESEARCH
Volume 133, Issue -, Pages 241-248Publisher
ELSEVIER SCIENCE SA
DOI: 10.1016/j.epsr.2015.12.014
Keywords
Appliance identification; Load signature; Nonintrusive load monitoring (NILM); Quadratic programming
Categories
Funding
- National Natural Science Foundation of China [51207088]
- Science and Technology Commission of Shanghai [14DZ1201602]
- Shanghai Green Energy Grid Connected Technology Engineering Research Center [13DZ2251900]
- Shanghai Key Laboratory of Power Station Automation Technology
- Electrical Engineering Shanghai class II Plateau Discipline
- NSF [EEC-1041877]
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The decomposition of household power consumption is highly desired for scheduling household appliances and reducing home energy consumption. This paper presents a novel nonintrusive load identification method based on quadratic programming. Extensive simulation and laboratory tests have demonstrated that the proposed technique can provide adequate load identification accuracy for residential energy monitoring such that it is suitable for nonintrusive load monitoring (NILM) systems in residential and commercial buildings. (C) 2016 Published by Elsevier B.V.
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