Fault Diagnosis of Power Equipment Based on Improved SVM Algorithm

• Published in: EAI endorsed transactions on energy web Vol. 12
• Main Authors: Youle Song, Yuting Duan, Tong Rao
• Format: Journal Article
• Language: English
• Published: European Alliance for Innovation (EAI) 01.07.2025
• Subjects: Fault diagnosis; Grey wolf optimization algorithm; Modal decomposition; Power equipment; Support vector machine

Fault diagnosis of power equipment is a crucial task to credit the safe and stable operation of equipment. However, fault diagnosis of power equipment faces challenges such as high dimensionality, complexity, and nonlinearity. Therefore, this study proposes an improved support vector machine model,...