The quest for automatically tracking electrical appliance use

At Western Power, we are beginning to apply machine learning techniques in a bid to improve efficiency. So far, there have been several successful test cases:

• Identifying conductor defects using the DataRobot platform

• Detecting solar PV installations from aerial photographs using Convolutional Neural Networks

• Predicting power pole top fires using decisi...