25 citations · 26 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 25 cited
Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting
Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski
The smart metering infrastructure has changed how electricity is measured in both residential and industrial application. The large amount of data collected by smart meter per day…
cs.OH2019★ 1 cited
Optimal Clustering of Energy Consumers based on Entropy of the Correlation Matrix between Clusters
Nameer Al Khafaf, Mahdi Jalili, Peter Sokolowski
Increased deployment of residential smart meters has made it possible to record energy consumption data on short intervals. These data, if used efficiently, carry valuable informat…