Unsupervised approach for load disaggregation with devices interactions

• Main Authors: Aiad, Misbah, Lee, Peng Hin
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2016
• Subjects: Non-intrusive appliance load monitoring; Energy disaggregation; Devices interactions; Factorial Hidden Markov Models; Viterbi algorithm
• Online Access: https://hdl.handle.net/10356/82926; http://hdl.handle.net/10220/40353
• Institution: Nanyang Technological University

Energy savings is one of the hottest issues and concerns nowadays due to high oil prices and global warming as a result of CO2 emissions. Non-intrusive appliances load monitoring (NIALM) is a methodology that aim to breakdown the total power consumption measured by the smart meter in each househo...