IEEE - Institute of Electrical and Electronics Engineers, Inc. - Energy Disaggregation via Deep Temporal Dictionary Learning

Author(s): Mahdi Khodayar ; Jianhui Wang ; Zhaoyu Wang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 14
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2019.2921952
Regular:

This paper presents a novel nonlinear dictionary learning (DL) model to address the energy disaggregation (ED) problem, i.e., decomposing the electricity signal of a home to its operating devices.... View More

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