IEEE - Institute of Electrical and Electronics Engineers, Inc. - Incorporating Appliance Usage Patterns for Non-Intrusive Load Monitoring and Load Forecasting

Author(s): Shirantha Welikala ; Chinthaka Dinesh ; Mervyn Parakrama B. Ekanayake ; Roshan Indika Godaliyadda ; Janaka Ekanayake
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2019
Volume: 10
Page(s): 448 - 461
ISSN (Electronic): 1949-3061
ISSN (Paper): 1949-3053
DOI: 10.1109/TSG.2017.2743760
Regular:

This paper proposes a novel non-intrusive load monitoring (NILM) method which incorporates appliance usage patterns (AUPs) to improve performance of active load identification and forecasting. In... View More

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