Title :
Methodology to obtain local discrete diagnosers: Submission for special session on diagnosis of DES: Application on a benchmark
Author :
Philippot, Alexandre ; Carré-Ménétrier, Véronique
Author_Institution :
Centre de Rech. en STIC (CReSTIC), Univ. of Reims Champagne-Ardenne (URCA), Reims, France
Abstract :
This paper deals with an approach of diagnosis for manufacturing system considered as Discrete Event Systems. A decomposition of the plant by mechanical component is used to construct a decentralized diagnosis structure to reduce the combinatory explosion found in centralized structures. Local normal behavior is extracted from local Plant Element using controller information. Possible faults are identified by partition to construct abnormal behavior models. The approach is evaluated with key performance indicators and uses the Pick and Place benchmark proposed in the session.
Keywords :
decentralised control; discrete event systems; fault diagnosis; manufacturing systems; observers; abnormal behavior model; centralized structure; combinatory explosion; controller information; decentralized diagnosis structure; discrete event system; fault identification; local discrete diagnosers; local normal behavior extraction; local observers; local plant element; manufacturing system diagnosis; mechanical component; performance indicators; pick-and-place benchmark; plant decomposition; Actuators; Automata; Benchmark testing; Fault diagnosis; Manipulators; Manufacturing systems; Sensors; Diagnosis; Discrete Event Systems; Manufacturing systems; Modeling;
Conference_Titel :
Dependable Control of Discrete Systems (DCDS), 2011 3rd International Workshop on
Conference_Location :
Saarbrucken
Print_ISBN :
978-1-4244-8969-5
DOI :
10.1109/DCDS.2011.5970317