Data-driven fault detection for industrial processes : canonical correlation analysis and projection based methods

Zhiwen Chen aims to develop advanced fault detection (FD) methods for the monitoring of industrial processes. With the ever increasing demands on reliability and safety in industrial processes, fault detection has become an important issue. Although the model-based fault detection theory has been we...

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Bibliographic Details
Main Author Chen, Zhiwen (Author)
Format Electronic eBook
LanguageEnglish
Published Wiesbaden, Germany : Springer Vieweg, 2017.
Subjects
Fault location (Engineering)
elektronické knihy
electronic books
Online AccessFull text
ISBN9783658167561
9783658167554
Physical Description1 online resource

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Table of Contents:
  • A New Index for Performance Evaluation of FD Methods
  • CCA-based FD Method for the Monitoring of Stationary Processes
  • Projection-based FD Method for the Monitoring of Dynamic Processes
  • Benchmark Study and Real-Time Implementation.

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