Improving Residential Load Disaggregation for Sustainable Development of Energy via Principal Component Analysis
Abstract
The useful planning and operation of the energy system requires a sustainability assessment of the system, in which the load model adopted is the most important factor in sustainability assessment. Having information about energy consumption patterns of the appliances allows consumers to manage their energy consumption efficiently. Non-intrusive load monitoring (NILM) is an effective tool to recognize power consumption patterns from the measured...
Paper Details
Title
Improving Residential Load Disaggregation for Sustainable Development of Energy via Principal Component Analysis
Published Date
Apr 14, 2020
Journal
Volume
12
Issue
8
Pages
3158 - 3158
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Notes
History