Hongpeng Yin,Han Zhou,Yi Chai,Qiu Tang
Data-Driven Fault Diagnosis for Complex Industrial Processes: Towards Fault Prediction, Detection and Identification
Data-Driven Fault Diagnosis for Complex Industrial Processes: Towards Fault Prediction, Detection and Identification
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Format: Hardback
Length: 208 pages
Publication date: 16 April 2025
Publisher: Springer Nature Switzerland AG
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.
Dimension: 235 x 155 (mm)
ISBN-13: 9789819631520
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