Multi-agent based modeling and simulation of virtual maintenance system

Yaoyao Wang, Chuan Lv, Dong Zhou, Dequan Yu, Xu Peng

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

The real-time interaction between the user and virtual environment is now possible thanks to immersive virtual maintenance system, which greatly facilitates the maintainability design. At present, the methods to drive objects in virtual environment are mostly based on pose recognition, multi sensor or force, whose accuracy is not high enough, efficiency low and interaction unnatural. The development of Multi-Agent System (MAS) enlightened a new idea to achieve deep interaction of virtual maintenance. In this paper, we focus on the modeling and simulation of virtual maintenance by using multi-agent technology. Firstly, the framework of Multi-agent based virtual maintenance simulation system (MVMSS) is designed. Then virtual human, maintenance tools and device can be regarded as different agents and these agents are modeled with similar structures and the behavior selection mechanism for maintenance tools agents are presented. In order to demonstrate the feasibility and advantages of MVMSS, a maintenance case is simulated based on the proposed system and the traditional system respectively. The result shows that the MVMSS could achieve more natural, efficient and high-fidelity interaction.

Original languageEnglish
Title of host publicationProceedings of the 2016 12th World Congress on Intelligent Control and Automation, WCICA 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2963-2968
Number of pages6
ISBN (Electronic)9781467384148
DOIs
StatePublished - 27 Sep 2016
Externally publishedYes
Event12th World Congress on Intelligent Control and Automation, WCICA 2016 - Guilin, China
Duration: 12 Jun 201615 Jun 2016

Publication series

NameProceedings of the World Congress on Intelligent Control and Automation (WCICA)
Volume2016-September

Conference

Conference12th World Congress on Intelligent Control and Automation, WCICA 2016
Country/TerritoryChina
CityGuilin
Period12/06/1615/06/16

Bibliographical note

Publisher Copyright:
© 2016 IEEE.

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