Tiansen Han

Stability Assessment Machine Learning Models Interpretation Based on Surrogate Models and Clustering

2019 · 2019 IEEE Sustainable Power and Energy Conference (iSPEC)

Machine Learning has been wildly employed to power system stability assessment researches. However, most of machine learning models are lack of interpretability, which hampers their application in engineering. To overcome this deficiency, a model agnostic …