A comprehensive exposition of the theory and techniques of fault identification and decision theory when applied to complex systemsshows how modern computer analysis and diagnostic methods might be applied to launch vehicle design, checkout, and launchthe space checkout system is a specialized area which is rarely explored in terms of the intelligent techniques and approaches involvedan original view combining modern theory with well-estab...

This book summarizes techniques of fault prediction, detection, and identification, all included specifically in the data-driven fault diagnosis requirements within industrial processes, drawing from the combination of data science, machine learning, and domain-specific expertise. In the modern industrial processes, where efficiency, productivity, and safety stand as paramount pillars, the pursuit of fault diagnosis has become more crucial than ever. The widespread use of computer systems,...