Data-Driven Fault Detection and Reasoning for Industrial Monitoring

Anglický jazyk

Data-Driven Fault Detection and Reasoning for Industrial Monitoring

Vydavateľstvo: Springer Nature Singapore
Rok vydania: 2022
Formát: Hardback
Rozmer: 241 x 160 mm
Jazyk: Anglický jazyk
ISBN: 9789811680434

Na objednávku

49.49 €

bežná cena: 54.99 €

O knihe

This open access book assesses the potential of data-driven methods in industrial process monitoring engineering. The process modeling, fault detection, classification, isolation, and reasoning are studied in detail. These methods can be used to improve the safety and reliability of industrial processes. Fault diagnosis, including fault detection and reasoning, has attracted engineers and scientists from various fields such as control, machinery, mathematics, and automation engineering. Combining the diagnosis algorithms and application cases, this book establishes a basic framework for this topic and implements various statistical analysis methods for process monitoring. This book is intended for senior undergraduate and graduate students who are interested in fault diagnosis technology, researchers investigating automation and industrial security, professional practitioners and engineers working on engineering modeling and data processing applications.

This is an open access book.