LAUSR.org creates dashboard-style pages of related content for over 1.5 million academic articles. Sign Up to like articles & get recommendations!

IMPlanner-MAS: A Multiagent System for Distributed Manufacturing Process Planning

Photo from wikipedia

Abstract The paper reports development of the multiagent-based framework for distributed manufacturing process planning. The research builds on previous results in developing intelligent manufacturing planning platform and extends it into… Click to show full abstract

Abstract The paper reports development of the multiagent-based framework for distributed manufacturing process planning. The research builds on previous results in developing intelligent manufacturing planning platform and extends it into agent-based modeling. Both, design and manufacturing tasks are defined as sequences of steps to be performed by highly intelligent autonomous agents. Autonomous agents are classified into two categories: task agents, which are responsible for completing design or manufacturing tasks, and service agents, which provide services for individual steps of those tasks. For multiagent implementation, we have chosen JADE framework and both task agents and service agents have been implemented by extending agents from JADE. Thus, the JADE’s message passing mechanism has been adopted for inter-agent communication and appropriate ontologies for the message passing have been built from planning classes and objects. The brief overview of IMPlanner functionalities has been provided and development and implementation of service agents for several typical manufacturing planning tasks have been explained. The proposed framework has been executed in the context of the simulation model for evaluation of dynamic routing policies.

Keywords: planning; distributed manufacturing; process planning; manufacturing process; multiagent; manufacturing

Journal Title: Procedia Manufacturing
Year Published: 2018

Link to full text (if available)


Share on Social Media:                               Sign Up to like & get
recommendations!

Related content

More Information              News              Social Media              Video              Recommended



                Click one of the above tabs to view related content.