DocumentCode
184154
Title
Network design for distributed model-based fault detection and isolation
Author
Rosich, Albert ; Voos, Holger ; Lin Pan
Author_Institution
Interdiscipl. Centre for Security Reliability & Trust (SnT), Univ. of Luxembourg, Luxembourg, Luxembourg
fYear
2014
fDate
8-10 Oct. 2014
Firstpage
1226
Lastpage
1231
Abstract
This paper addresses the design of the communication network topology of a distributed diagnosis system in order to improve the fault detection and isolation performances. Specifically, a binary integer liner programming (BILP) formulation is proposed to find the optimal combination of edges of a graph that leads to the best communication network in views of the distributed diagnosis system. The presented method is based on structural models where diagnosis properties can be easily obtained. In addition, the method is successfully applied on a four tank system as an illustrative example.
Keywords
fault diagnosis; integer programming; linear programming; network theory (graphs); telecommunication network reliability; telecommunication network topology; BILP; binary integer liner programming; communication network topology design; distributed diagnosis system; distributed model-based fault detection; distributed model-based fault isolation; Analytical models; Equations; Fault detection; Mathematical model; Network topology; Optimization; Valves;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Applications (CCA), 2014 IEEE Conference on
Conference_Location
Juan Les Antibes
Type
conf
DOI
10.1109/CCA.2014.6981496
Filename
6981496
Link To Document