Title :
Device layer agents for an artificial immune intelligent maintenance system
Author :
Zuccolotto, Marcos ; Regal da Silva, Thiago ; Pereira, Carlos E. ; Fasanotti, Luca ; Cavalieri, Sergio ; Ierace, Stefano
Author_Institution :
Electr. Eng. Dept., Fed. Univ. of Rio Grande do Sul - UFRGS, Porto Alegre, Brazil
Abstract :
Artificial Immune Intelligent Maintenance System (AI2MS) is a proposal for a distributed condition-based maintenance system that applies the concepts of Artificial Immune Systems. This work presents the design of a multi agent system to support the development of the Device Layer Agents, the AI2MS first level. Agents modeling and implementation of the agents are presented, with focus on communication strategies. An ontology is also proposed to represent concepts and relations within the system.
Keywords :
artificial immune systems; distributed processing; fault diagnosis; maintenance engineering; multi-agent systems; ontologies (artificial intelligence); production engineering computing; AI2MS; agents modeling; artificial immune intelligent maintenance system; communication strategies; device layer agents; distributed condition-based maintenance system; fault detection; fault diagnosis; multiagent system; ontology; Fault detection; Immune system; Maintenance engineering; Ontologies; Protocols; Sensors; Fault detection; artificial immune systems); distributed artificial intelligent; fault diagnosis; intelligent maintenance systems;
Conference_Titel :
Industrial Informatics (INDIN), 2014 12th IEEE International Conference on
Conference_Location :
Porto Alegre
DOI :
10.1109/INDIN.2014.6945573
