Analog Circuit Fault Diagnosis Based on DE OS-ELM
Shaowei Chen, Minhua Wu, Shuai Zhao · 2014
Extreme Learning Machine has the quality of fast learning speed, good generalization performance, and high diagnostic accuracy. For analog circuit fault diagnosis and health management (PHM) applications, this paper presents the method of online sequential learning machine with differential evolution algorithm to optimize Extreme Learning Machine and improve the diagnostic accuracy and generalization performance effectively.