Energy Management Using Real-Time Non-Intrusive Load Monitoring

How to build a key component of sustainable and clean energy using machine learning at the edge

Introduction

The goal of non-intrusive load monitoring (NILM) is to recover the energy consumption of individual appliances from the aggregate mains signal, which is a measure of the total electricity consumption of a building or house. NILM is also known as energy disaggregation and both terms will be used interchangeably in this article.

R. Gopinath, et al., …

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