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

• المؤلفون الرئيسيون: Aiad, Misbah, Lee, Peng Hin
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Electrical and electronic engineering; Non-intrusive Load Monitoring; Energy Disaggregation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/137056

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...