Advances in non-intrusive load monitoring for the industrial domain: Challenges, insights, and path forward

Arbel Yaniv and Yuval Beck

Renewable and Sustainable Energy Reviews, 2025, vol. 210, issue C

Abstract: Non-intrusive load monitoring has emerged as an important tool for disaggregating the energy consumption of individual appliances within a facility, relying solely on data from a centralized smart meter. Smart meters have become increasingly predominant in industrial facilities for many reasons, such as regulatory mandates, economic incentives, environmental considerations, and operational advantages. However, the implementation and research of non-intrusive load monitoring specifically for the industrial environment, which is notably complex, are still in their early stages.

Keywords: Non-intrusive load monitoring; Smart meters; Energy disaggregation; Industrial energy management; Power quality features (search for similar items in EconPapers)
Date: 2025
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DOI: 10.1016/j.rser.2024.115136

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