Data-Driven Design of Fault Diagnosis Systems Nonlinear Multimode Processes /

• Main Author: Haghani Abandan Sari, Adel (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Wiesbaden : Springer Fachmedien Wiesbaden : Imprint: Springer Vieweg, 2014.
• Subjects: Engineering.; Applied mathematics.; Engineering mathematics.; Control engineering.; Robotics.; Mechatronics.; Industrial engineering.; Production engineering.; Control, Robotics, Mechatronics.; Industrial and Production Engineering.; Appl.Mathematics/Computational Methods of Engineering.

In many industrial applications early detection and diagnosis of abnormal behavior of the plant is of great importance. During the last decades, the complexity of process plants has been drastically increased, which imposes great challenges in development of model-based monitoring approaches and it...

Table of Contents:

• Introduction
• An overview of fault diagnosis techniques
• Fault detection in multimode nonlinear systems
• Fault detection in multimode nonlinear dynamic systems
• Fault diagnosis in multimode nonlinear processes
• Bayesian approach for fault treatment
• Application and benchmark study
• Summary.