Energy disaggregation of overlapping home appliances consumptions using a cluster splitting approach

• Main Authors: Aiad, Misbah, Lee, Peng Hin
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Non-intrusive Load Monitoring; Energy Disaggregation
• Online Access: https://hdl.handle.net/10356/137056
• Institution: Nanyang Technological University

Non-intrusive load monitoring (NILM) is a set of techniques that aims to decompose the aggregate energy consumptions of a household into the energy consumed by the respective individual appliances. When some of the home appliances have power consumptions levels that overlap with each other, it becom...