A novel multi-agent-based collaborative virtual manufacturing environment integrated with edge computing technique
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Date
Authors
Zhang, Xiaohui
Tang, Shufeng
Liu, Xinhua
Malekian, Reza
Li, Zhixiong
Journal Title
Journal ISSN
Volume Title
Publisher
MDPI Publishing
Abstract
This paper proposes a multi-agent-based collaborative virtual manufacturing environment (VME) to save energy consumption and improve efficiency in the manufacturing process. In order to achieve the high autonomy of the manufacturing system, a multi-agent system (MAS) is designed to build a collaborative VME. In this new VME environment, edge computing is embedded to strengthen the cyber resource utilization and system economy. Moreover, an efficient communication channel between networks is proposed. The subsequent cooperation and collaboration protocols among agents are designed to ensure flexible and process-oriented operations. Furthermore, the fuzzy resolution algorithm is employed to resolve the competition conflicts among function-similar MASs in the distributed manufacturing scenario. Lastly, a simulation and case study are performed to evaluate the performance of the proposed VME in Internet of Things (IoT)-based manufacturing. The analysis results have demonstrated the feasibility and effectiveness of the proposed VME system.
Description
Keywords
Edge computing, Virtual manufacturing environment (VME), Energy consumption, Efficiency, Manufacturing, Multi-agent system (MAS), Internet of things (IoT)
Sustainable Development Goals
Citation
Zhang, X., Tang, S., Liu, X. et al. 2019, 'A novel multi-agent-based collaborative virtual manufacturing environment integrated with edge computing technique', Energies, vol. 12, art. 2815, pp. 1-20.