Temporal Characterization of Fire Accidents in China
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Keywords

Fire accidents
Seasonal index
Probability distribution model
Prediction

DOI

10.26689/ssr.v6i4.6790

Submitted : 2024-04-13
Accepted : 2024-04-28
Published : 2024-05-13

Abstract

Based on the fire accident statistics, this study uses the seasonal index method to comprehensively analyze the temporal pattern of fire occurrence in China from 2010 to 2015. The study scientifically reflects that the number of fire occurrences has an extremely close relationship with time, and summarizes the temporal pattern and characteristics of fire occurrences. This study concludes that the high incidence of large fire accidents in China occurs in the time period of 3:00 a.m. to 5:00 a.m. The probability distribution model of the average total number of accidents in each time period was established and the Kolmogorov test was carried out, which shows that the time characteristics of fire accidents in China can be understood with the probability distribution model as a whole. The results of the analysis of the time characteristics of the fire accidents can provide decision-making information for combating fire accidents.

References

Rosenberg T, 1999, Statistics for Fire Prevention in Sweden. Fire Safety Journal, 33(4): 283–294.

Schaeman P, 1977, Procedures for Improving the Measurement of Local Fire Protection Effectiveness. National Fire Protection Association, Boston, 53–71.

Paul G, 1981, Fire-Cause Patterns for Different Socioeconomic Neighborhoods in Toledo, Ohio. Fire Journal, 1981(75): 52–58.

Ma ML, 2015, Evaluation Model of Fire Occurrence Probability. Journal of South China University of Technology, 2015(12): 133–140.

Liu HS, Zhang XL, Song LX, 2011, Comprehensive Evaluation and Prediction of National Fire Situation based on Statistical Data. Chinese Journal of Safety Science, 21(6): 54–58.

Wang J, 2009, Research on Fire Accident Prediction based on Mutation Theory, thesis, Xi’an University of Architecture.

Zhao L, 2012, Research on Fire Accident Prediction based on Residual Correction Model, thesis, Jiangxi University of Science and Technology.

Chen Q, Xi EL, 2015, Statistical Analysis of Fire Accidents based on Gray Correlation. Fire Science, 2015(04): 56–59.

Liu ZJ, 2010, Temporal Characterization of Safety Accidents. Time and Cognition of Mathematics, 2010(22): 149–157.

Xu ZB, 2008, Application of Time Series Method in Urban Fire Analysis and Prediction. Fire Technology and Product Information, 2008(02): 33–35.

Jiang XP, Xu ZS, 2006, Gray Topology Prediction of Fire Incidence in China. China Public Safety (Academic Edition), 2006(2): 58–61.

Li HJ, 2010, Statistical Analysis of National Serious Fires from 2000 to 2008. China Public Safety (Academic Edition), 2010(1): 64–69.