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Finite-Time Unknown Input Observer-Based Distributed Fault Diagnosis for Multi-agent Systems with Disturbances
- Source :
- Circuits, Systems, and Signal Processing. 37:4215-4233
- Publication Year :
- 2018
- Publisher :
- Springer Science and Business Media LLC, 2018.
-
Abstract
- In this study, based on the finite-time unknown input observer (FT-UIO), the problem of distributed fault diagnosis (FD) for multi-agent systems (MAS) with actuator faults and disturbances is investigated. Firstly, using the communication topology and local information, the global multi-agent system dynamics are represented with respect to a certain agent. Then, in order to construct a FT-UIO at the selected agent, the system will be decomposed into three subsystems after coordinate transformation. Furthermore, constituted by two distinct observers, the FT-UIO is designed to converge in a pre-assigned finite time, which is chosen as the time delay of the observers. With the state estimation obtained from the FT-UIO in the selected agent, a FD algorithm is also proposed to diagnose the faults occurred in its neighbor agents. Finally, simulation results are presented to illustrate the effectiveness and advantages of the proposed FT-UIO-based distributed FD scheme for MAS.
- Subjects :
- 0209 industrial biotechnology
Observer (quantum physics)
Computer science
Applied Mathematics
Multi-agent system
Coordinate system
Topology (electrical circuits)
02 engineering and technology
Fault (power engineering)
System dynamics
020901 industrial engineering & automation
Control theory
Signal Processing
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
State (computer science)
Actuator
Subjects
Details
- ISSN :
- 15315878 and 0278081X
- Volume :
- 37
- Database :
- OpenAIRE
- Journal :
- Circuits, Systems, and Signal Processing
- Accession number :
- edsair.doi...........5fc700f50145642c81c424a0090a6c31