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

fYear

2014

fDate

27-30 July 2014

Firstpage

554

Lastpage

559

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Industrial Informatics (INDIN), 2014 12th IEEE International Conference on

Conference_Location

Porto Alegre

Type

conf

DOI

10.1109/INDIN.2014.6945573

Filename

6945573