Automated diagnostic of technological processes by methods of hierarchical modeling and diagnostic procedures

Abstract

This paper investigates the implementation of automated system diagnostics using hierarchical modeling, addressing the challenges of analyzing complex technological processes. The proposed method divides the system into smaller, manageable subsystems, enabling efficient, staged fault localization. By applying specialized diagnostic algorithms at each hierarchical level, the approach aims to significantly accelerate the diagnostic process, improving the speed and accuracy of fault detection.