Agent-based manufacturing: review and expert evaluation

Research output: Contribution to journalReview articlepeer-review

2 Citations (Scopus)

Abstract

The advent of smart manufacturing and the exposure to a new generation of technological enablers have revolutionized the way manufacturing process is carried out. Cyber-Physical Production Systems (CPPS) are introduced as main actors of this manufacturing shift. They are characterized for having high levels of communication, integration and computational capabilities that led them to a certain level of autonomy. Despite the high expectations and vision of CPPS, it still remains an exploratory topic. Multi-Agent Systems (MAS) have been widely used by software engineers to solve traditional computing problems, e.g., banking transactions. Because of their high levels of distribution and autonomous capabilities, MAS have been considered by the research community as a good solution to design and implement CPPS. This work first introduces a collection of requirements and characteristics of smart manufacturing. A comprehensive review of various research applications is presented to understand the current state of the art and the application of agent technology in manufacturing. Considering the smart manufacturing requirements and current research application, a SWOT analysis was formulated which identifies pros and cons of the implementation of agents in industry. The SWOT analysis was further validated by an industrial expert evaluation and the main findings and discussion of the results are presented.
Original languageEnglish
Pages (from-to)2151-2180
Number of pages30
JournalInternational Journal Of Advanced Manufacturing Technology
Volume127
Issue number5-6
Early online dateJun 2023
DOIs
Publication statusPublished - Jul 2023

Keywords

  • Agent technologies
  • Artificial intelligence
  • Intelligent manufacturing
  • Multi-agent system
  • Smart manufacturing

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