AI in Electrical Engineering

Machine learning methods e.g. artificial neural network (ANN), support vector machine (SVM), random forest (RF), et al. can be used to solve classification or regression problems which exist in many areas of electrical engineering.

Predict condition of gas-insulated switchgears (GIS) using support vector machine (SVM)

Predict openning travel curves of GIS

Recognize towers of transmission lines using convolution neural network (CNN)

Recognize towers of transmission in mountain areas

Recognize towers of transmission in mountain areas

Publications

. Mechanical life prognosis of high voltage circuit breakers based on support vector machine. 11th International Conference on Natural Computation (ICNC) (Zhangjiajie, China), 2015.

PDF Project

. Mechanical Life Prognosis of High Voltage Circuit Breaker Based on Support Vector Machine. High Voltage Apparatus (in Chinese), 2015.

PDF Project