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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| Vydáno v: | Conference on Control and Fault-Tolerant Systems (Print) s. 763 - 770 |
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| Hlavní autoři: | , |
| Médium: | Konferenční příspěvek |
| Jazyk: | angličtina |
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IEEE
01.09.2016
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| Témata: | |
| ISSN: | 2162-1209 |
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| Abstract | 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. |
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| AbstractList | 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. |
| Author | Gupta, Vikas Puig, Vicenc |
| Author_xml | – sequence: 1 givenname: Vikas surname: Gupta fullname: Gupta, Vikas email: vikas.gupta@upc.edu organization: Advanced Control Systems (SAC) research group at Universitat Politècnica de Catalunya (UPC), Barcelona, Spain – sequence: 2 givenname: Vicenc surname: Puig fullname: Puig, Vicenc organization: Advanced Control Systems (SAC) research group at Universitat Politècnica de Catalunya (UPC), Barcelona, Spain |
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| Snippet | 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... |
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| SubjectTerms | Computational modeling constraints Couplings distributed network Fault detection Fault diagnosis Optimization Partitioning algorithms process faults Redundancy sensor faults sensor placement |
| Title | Sensor placement algorithm for distributed fault diagnosis |
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