Title :
Modeling risk behaviors in virtual environment based on Multi-agent
Author :
Cai Linqin ; Cen Ming ; Luo Zhiyong ; Li Huijuan
Author_Institution :
Key Lab. of Network control & Intell. Instrum., Chongqing Univ. of Posts & Telecommun., Chongqing, China
Abstract :
Virtual Reality technology is increasingly being used in mining data visualization, accident simulation, miner training, equipment simulation, and risk evaluation in mining industry. However, little attention has been paid on modeling risk behaviors in underground coalmine. Based on Multi-agent technology, a hierarchical architecture for modeling the risk behaviors in coalmine virtual environment was discussed, which consists of Hardware and operating system layer, Multi-agent environment layer, and man-machine interface layer. The proposed multi-agent framework can effectively model the emergent characteristics of risk behaviors. To make multi-agent based framework more precise, related concepts and agent properties also were formal defined. Finally, an application case was introduced, which shows the robustness of our method and the capability to simulating risk behaviors of coalmine safety.
Keywords :
coal; data visualisation; human computer interaction; industrial accidents; occupational safety; risk management; virtual reality; accident simulation; coalmine safety; coalmine virtual environment; data mining visualization; equipment simulation; hardware layer; man machine interface layer; miner training; mining industry; multi agent environment layer; operating system layer; risk behaviors modeling; risk evaluation; virtual reality technology; Accidents; Data mining; Data visualization; Hardware; Industrial training; Mining industry; Operating systems; User interfaces; Virtual environment; Virtual reality; multi-agent; risk behaviors; virtual miner; virtual reality;
Conference_Titel :
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5585-0
Electronic_ISBN :
978-1-4244-5586-7
DOI :
10.1109/ICCAE.2010.5451636