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Frontiers in Energy >> 2019, Volume 13, Issue 2 doi: 10.1007/s11708-017-0497-z
A systematic approach in load disaggregation utilizing a multi-stage classification algorithm for consumer electrical appliances classification
Faculty of Engineering and Green Technology, Universiti Tunku Abdul Rahman, Jalan Kolej, Taman Bandar Baru,? Kampar 31900, Perak, Malaysia
Abstract
Keywords
load disaggregation ; voltage-current (V-I) trajectory ; multi-stage classification algorithm ; principal component analysis (PCA) ; k-nearest neighbor (k-NN)
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