Chit Siang Soh

A systematic approach in appliance disaggregation using k-nearest neighbours and naive Bayes classifiers for energy efficiency

Chuan Yang, Chit Siang Soh, Vooi Voon Yap · Energy Efficiency · 2017 · 48 citations

Electrical Engineering, Naive Bayes Classifiers, Engineering +11

A non-intrusive appliance load monitoring for efficient energy consumption based on Naive Bayes classifier

Chuan Yang, Chit Siang Soh, Vooi Voon Yap · Sustainable Computing Informatics and Systems · 2017 · 46 citations

Efficient Energy Consumption, Electrical Engineering, Naive Bayes Classifier +12

A systematic approach to ON-OFF event detection and clustering analysis of non-intrusive appliance load monitoring

Chuan Yang, Chit Siang Soh, Vooi Voon Yap · Frontiers in Energy · 2015 · 37 citations

Condition Monitoring, Engineering, Smart Grid +11

A systematic approach in load disaggregation utilizing a multi-stage classification algorithm for consumer electrical appliances classification

Chuan Yang, Chit Siang Soh, Vooi Voon Yap · Frontiers in Energy · 2017 · 35 citations

Electrical Engineering, Reliability Engineering, Engineering +12

Comparative Study of Event Detection Methods for Non-intrusive Appliance Load Monitoring

Chuan Yang, Chit Siang Soh, Vooi Voon Yap · Energy Procedia · 2014 · 27 citations · Full text

Engineering, Energy Efficiency, Energy Monitoring +20