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Building Fire Hazard Predictions Using Machine Learning

The lack of information on the fire ground has always been the leading factor in making wrong decisions. Any wrong decision at any level (scale) will propagate increasing the safety hazards for both the firefighters and the burning structure.

The rapidly expanding commercialization of and diversity of smart fire protection sensors, however, is about to change all of that. Real-time information on the fire ground will soon be available, and this opens new opportunities for situation monitoring and analysis.

  • Author(s):
  • Eugene Yujun Fu
  • Wai Cheong Tam
  • Tianhang Zhang
  • Xinyan Huang
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Building Fire Hazard Predictions Using Machine Learning
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  • White Paper
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Website:Visit Publisher Website
Publisher:National Institute of Standards and Technology (NIST)
Published:January 26, 2024
License:Public Domain

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