Shop Floor Control: A Physical Agents Approach for PLC-Controlled Systems
多智能体系统
控制(管理)
计算机科学
风险分析(工程)
系统工程
工程类
人工智能
业务
作者
Javier de las Morenas,Andrés García Higuera,Pablo Garcia-Ansola
出处
期刊:IEEE Transactions on Industrial Informatics [Institute of Electrical and Electronics Engineers] 日期:2017-07-10卷期号:13 (5): 2417-2427被引量:21
标识
DOI:10.1109/tii.2017.2720696
摘要
Multiagent technology raised great expectations from the outset, and these expectations are still high today. A technology that allows the creation of systems that are autonomous, reactive, proactive, and have entities with social skills is necessarily very appealing. Many initiatives have emerged to develop the application of this technology in different areas, including manufacturing. Multiagent-based solutions typically use this technology to create distributed systems with decentralized decision making as a way to tackle complex systems or problems by dividing the complexity among agents. Unfortunately, most works do not go further than the definition of agents or architectures, which prevents industry from adopting this technology. This paper presents an approach to implementing the shop floor control of an automated distribution center following a multiagent approach. This implementation divides the system into agents in charge of the management of the system while highlighting the communication channels with shop floor control equipment.