A new dynamic security assessment framework based on semi-supervised learning and data editing

•Penetration of renewables increases diversity of power system operation conditions.•Semi-supervised training reduces labeled training data for DSA updating.•Data editing helps to improve performance of a tri-training trained classifier.•Tri-training can help to speed up online DSA classifier updating.