Sensor placement algorithm for distributed fault diagnosis

In this paper, an algorithm for sensor placement for distributed fault diagnosis is proposed. The main objective of this algorithm is to place the sensors in a system in such a manner that the partition of a system into various subsystems becomes easier facilitating the implementation of a distribut...

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Veröffentlicht in:Conference on Control and Fault-Tolerant Systems (Print) S. 763 - 770
Hauptverfasser: Gupta, Vikas, Puig, Vicenc
Format: Tagungsbericht
Sprache:Englisch
Veröffentlicht: IEEE 01.09.2016
Schlagworte:
Computational modeling
constraints
Couplings
distributed network
Fault detection
Fault diagnosis
Optimization
Partitioning algorithms
process faults
Redundancy
sensor faults
sensor placement
ISSN:2162-1209
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Zusammenfassung:In this paper, an algorithm for sensor placement for distributed fault diagnosis is proposed. The main objective of this algorithm is to place the sensors in a system in such a manner that the partition of a system into various subsystems becomes easier facilitating the implementation of a distributed fault diagnosis system. This algorithm also reduces or minimized the number of sensors to be used or install thus reducing overall cost. Binary integer linear programming is used for optimization in this algorithm. A four water tank system has been used to demonstrate and validate the proposed algorithm.
ISSN:2162-1209
DOI:10.1109/SYSTOL.2016.7739840