Fault Detection Using Kernel Nonnegative Matrix Factorization

Fault detection in modern industrial processes has grown increasingly complex due to nonlinear dynamics and high-dimensional data. Traditional linear approaches such as PCA and standard NMF often fail to adequately capture the nonlinearities present in real-world systems. This paper introduces a non... View More