A Speedup Simulation-based Fire Prediction for Online Evacuation Planning

Hung Yun Chen, Pei Hsuan Tsai

研究成果: Conference contribution

摘要

Fire simulations are used to evaluate the spread of fires and check the safety of environments. To make the simulation realistic, the fire simulation must consider numerous physical and chemical reactions with complicate and time-consuming computations. It limits the fire simulations being used for real-time prediction when there is a fire. This paper presents a real-time fire prediction approach based on fire simulations. Our approach uses fire simulation to collect training data for building a smoke spread model of fire. The model is used to predict the spread of fire real-time which can help online evacuation planning more accurate and realistic, such as help people avoid dangerous area.

原文English
主出版物標題Proceedings - 2020 International Computer Symposium, ICS 2020
發行者Institute of Electrical and Electronics Engineers Inc.
頁面73-78
頁數6
ISBN(電子)9781728192550
DOIs
出版狀態Published - 2020 十二月
事件2020 International Computer Symposium, ICS 2020 - Tainan, Taiwan
持續時間: 2020 十二月 172020 十二月 19

出版系列

名字Proceedings - 2020 International Computer Symposium, ICS 2020

Conference

Conference2020 International Computer Symposium, ICS 2020
國家Taiwan
城市Tainan
期間20-12-1720-12-19

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Information Systems
  • Information Systems and Management
  • Computational Mathematics

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