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
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;
Conference_Titel :
Control Applications (CCA), 2014 IEEE Conference on
Conference_Location :
Juan Les Antibes
DOI :
10.1109/CCA.2014.6981496