A Review of Research on Diagnosability of Control Systems Based on Structural Analysis

Structural analysis, a model-based fault diagnosis approach, has been extensively highlighted since it does not depend on an exact analytical system model. The structural analysis approach focuses on obtaining the required information for fault detection and fault-tolerant control from the structura...

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Bibliographic Details
Published in:Applied sciences 2023-11, Vol.13 (22), p.12241
Main Authors: Gu, Xuping, Shi, Xianjun
Format: Article
Language:English
Subjects:
Algebra
Analysis
Artificial intelligence
Control systems
diagnosability
diagnosable design
Fault diagnosis
Fault tolerance
Hypothesis testing
structural analysis
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Summary:Structural analysis, a model-based fault diagnosis approach, has been extensively highlighted since it does not depend on an exact analytical system model. The structural analysis approach focuses on obtaining the required information for fault detection and fault-tolerant control from the structural model of the control system. Diagnosability is a design attribute that indicates the fault diagnosis capabilities. Diagnosability design not only guarantees that the structure of the control system gives adequate fault information but also that the control system achieves the fault diagnosis with the least cost and the most excellent efficiency. In this paper, in combination with the research progress of structural analysis, the study first designs the structural diagnosability model of the control system based on structural analysis; secondly, the essential techniques of diagnosability evaluation and diagnosability design based on structural analysis are analyzed and summarized, and the diagnosability index system based on structural analysis is designed based on the structural detectability and structural isolation; this lays the foundation for the development of the diagnosability; lastly, the study summarizes the problems of diagnosability research based on structural analysis and the future development direction.
ISSN:2076-3417
2076-3417
DOI:10.3390/app132212241