Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems

• Main Author: Ding, Steven X. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London : Imprint: Springer, 2014.
• Series: Advances in Industrial Control,
• Subjects: Engineering.; Engineering design.; Control engineering.; Engineering Design.; Control.

Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems presents basic statistical process monitoring, fault diagnosis, and control methods, and introduces advanced data-driven schemes for the design of fault diagnosis and fault-tolerant control systems catering to the needs of dyna...

Table of Contents:

• From the Contents: Introduction
• Objectives, tasks and basic concepts
• An introduction to the representative technical processes
• Data-driven realization of the basic GLR scheme
• Principal component analysis, its variations and applications
• Partial least squares, its variations and applications.