IEEE Transactions on Industrial Electronics· 2015Q1· Review
A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches
- 3,036citations
- Q1SCImago
- 2015year
Short summary
This paper provides a comprehensive review of fault diagnosis techniques, focusing on model-based and signal-based approaches developed over the last decade.
AI-generated from the title and abstract; the full text is not read.
Key points
- Reviews fault diagnosis techniques in industrial systems.
- Focuses on model-based and signal-based approaches.
- Covers results reported predominantly in the last decade.
- Aims to provide a comprehensive overview of the field.
AI-generated from the title and abstract; the full text is not read.
Abstract
With the continuous increase in complexity and expense of industrial systems, there is less tolerance for performance degradation, productivity decrease, and safety hazards, which greatly necessitates to detect and identify any kinds of potential abnormalities and faults as early as possible and implement real-time fault-tolerant operation for minimizing performance degradation and avoiding dangerous situations. During the last four decades, fruitful results have been reported about fault diagnosis and fault-tolerant control methods and their applications in a variety of engineering systems. The three-part survey paper aims to give a comprehensive review of real-time fault diagnosis and fault-tolerant control, with particular attention on the results reported in the last decade. In this paper, fault diagnosis approaches and their applications are comprehensively reviewed from model- and signal-based perspectives, respectively.
The authors' abstract, as published at the source. IEEE Transactions on Industrial Electronics, 2015 · DOI ↗
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Field: Control and Systems Engineering
Control and Systems EngineeringEngineering