The model-based product agent: A control oriented architecture for intelligent products in multi-agent manufacturing systems

Ilya Kovalenko, Dawn Tilbury, Kira Barton

Research output: Contribution to journalArticlepeer-review

72 Scopus citations

Abstract

The multi-agent control strategy has been previously shown to improve the flexibility of complex, dynamic manufacturing systems. One key component of this strategy is the product agent. The product agent is responsible for autonomously guiding a physical part in the manufacturing system based on its production goals. Though the product agent has been described in previous works, a fully developed software architecture for the product agent that uses a model-based optimization approach has not been proposed. In this work, a product agent architecture with the capabilities to explore the local environment, plan and schedule events based on its knowledge, and request desired actions from the resources in the system is presented and tested.

Original languageEnglish (US)
Pages (from-to)105-117
Number of pages13
JournalControl Engineering Practice
Volume86
DOIs
StatePublished - May 2019

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Applied Mathematics

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