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6GN for Future Wireless Networks. Third EAI International Conference, 6GN 2020, Tianjin, China, August 15-16, 2020, Proceedings

Research Article

A Virtual Reality Simulation System for Coal Safety Based on Cloud Rendering and AI Technology

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  • @INPROCEEDINGS{10.1007/978-3-030-63941-9_42,
        author={Mei Li and Zhenming Sun and Zhan Jian and Zheng Tan and Jinchuan Chen},
        title={A Virtual Reality Simulation System for Coal Safety Based on Cloud Rendering and AI Technology},
        proceedings={6GN for Future Wireless Networks. Third EAI International Conference, 6GN 2020, Tianjin, China, August 15-16, 2020, Proceedings},
        proceedings_a={6GN},
        year={2021},
        month={1},
        keywords={Coal mine safety Virtual reality Game artificial intelligence Behavior tree Cloud rendering},
        doi={10.1007/978-3-030-63941-9_42}
    }
    
  • Mei Li
    Zhenming Sun
    Zhan Jian
    Zheng Tan
    Jinchuan Chen
    Year: 2021
    A Virtual Reality Simulation System for Coal Safety Based on Cloud Rendering and AI Technology
    6GN
    Springer
    DOI: 10.1007/978-3-030-63941-9_42
Mei Li1,*, Zhenming Sun2, Zhan Jian1, Zheng Tan3, Jinchuan Chen3
  • 1: Institute of Remote Sensing and Geographical Information System, Peking University
  • 2: College of Resources and Safety Engineering, China University of Mining and Technology
  • 3: Beijing Longruan Technologies
*Contact email: mli@pku.edu.cn

Abstract

Coal mining, regarded as a high-risk industry, has strongly demand on Virtual Reality (VR) training environment for safety mining and emergency rescue. In order to solve the problems of the current VR platform of lack of immersive experience and interest, a Browser/Client VR simulation system are designed and realized. Three key techniques are studies, including cloud rendering, AI behavior tree and mining disaster animation. Unlike WebGL and HTML5, cloud rendering provides photo-realistic quality. 2 AI characters are designed to guide users to have an overall understanding of the mine and experience the effect mine disasters. The system has been successfully applied in the Virtual Reality Teaching and Experiment Laboratory for undergraduate in China University of Mining & Technology-Beijing. The research, as a new tool for miner training and disaster drilling, has a signification meaning of the work safety IT construction.

Keywords
Coal mine safety Virtual reality Game artificial intelligence Behavior tree Cloud rendering
Published
2021-01-29
Appears in
SpringerLink
http://dx.doi.org/10.1007/978-3-030-63941-9_42
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