Muddu Madakyaru

Distribution-based canonical correlation residual monitoring for industrial processes fault detection

Abstract Reliable fault detection is essential for safe, efficient, and sustainable industrial processes. This paper proposes a Canonical Correlation Analysis (CCA)-based fault detection framework with distribution-based residual monitoring using Hellinger Distance (HD), Kullback...