Agent-based systems for manufacturing

L. Monostori, J. Váncza, S. R.T. Kumara

Research output: Contribution to journalArticlepeer-review

454 Scopus citations

Abstract

The emerging paradigm of agent-based computation has revolutionized the building of intelligent and decentralized systems. The new technologies met well the requirements in all domains of manufacturing where problems of uncertainty and temporal dynamics, information sharing and distributed operation, or coordination and cooperation of autonomous entities had to be tackled. In the paper software agents and multi-agent systems are introduced and through a comprehensive survey, their potential manufacturing applications are outlined. Special emphasis is laid on methodological issues and deployed industrial systems. After discussing open issues and strategic research directions, we conclude that the evolution of agent technologies and manufacturing will probably proceed hand in hand. The former can receive real challenges from the latter, which, in turn, will have more and more benefits in applying agent technologies, presumably together with well-established or emerging approaches of other disciplines.

Original languageEnglish (US)
Pages (from-to)697-720
Number of pages24
JournalCIRP Annals - Manufacturing Technology
Volume55
Issue number2
DOIs
StatePublished - Jan 1 2006

All Science Journal Classification (ASJC) codes

  • Mechanical Engineering
  • Industrial and Manufacturing Engineering

Fingerprint Dive into the research topics of 'Agent-based systems for manufacturing'. Together they form a unique fingerprint.

Cite this