Implementation of Bavesian Theory in Fire Credit Evaluation: Applications, Challenges, and Future Directions

Fire credit assessment, belongs to is the sustainable development of fire credit assessment security theory, the theory to fire credit assessment, to a certain extent, can protect the fire credit assessment safety environment, reduce energy consumption, therefore, this paper to barvicon theory to the fire credit assessment and protection mechanism of in-depth analysis. Firstly, the gray correlation theory is used to analyze the characteristic indicators in the fire credit evaluation and protection mechanism to construct the estimation index system of the fire credit evaluation and protection mechanism. Then adopt Bavison theory to build fire credit assessment and protection mechanism control explanatory variables and control variables, through the principal component analysis of fire credit assessment and protection mechanism control variation factor, the elastic modulus and regression discrimination method, complete Bavison theory to the impact of fire credit assessment and protection mechanism. The simulation results show that the algorithm can reduce the economic cost of fire credit assessment, ensure the quality of the theory, and protect the safe environment of fire protection.

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Publication Details

Published
2025-05-23
DOI
https://doi.org/10.1109/ichora65333.2025.11017050
Primary Topic
Fire dynamics and safety research
Type
article
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article

Implementation of Bavesian Theory in Fire Credit Evaluation: Applications, Challenges, and Future Directions

Juntao Yang, Junjie He
Fire dynamics and safety research
article

Implementation of Bavesian Theory in Fire Credit Evaluation: Applications, Challenges, and Future Directions

Juntao Yang, Junjie He
article en

Abstract

Fire credit assessment, belongs to is the sustainable development of fire credit assessment security theory, the theory to fire credit assessment, to a certain extent, can protect the fire credit assessment safety environment, reduce energy consumption, therefore, this paper to barvicon theory to the fire credit assessment and protection mechanism of in-depth analysis. Firstly, the gray correlation theory is used to analyze the characteristic indicators in the fire credit evaluation and protection mechanism to construct the estimation index system of the fire credit evaluation and protection mechanism. Then adopt Bavison theory to build fire credit assessment and protection mechanism control explanatory variables and control variables, through the principal component analysis of fire credit assessment and protection mechanism control variation factor, the elastic modulus and regression discrimination method, complete Bavison theory to the impact of fire credit assessment and protection mechanism. The simulation results show that the algorithm can reduce the economic cost of fire credit assessment, ensure the quality of the theory, and protect the safe environment of fire protection.

Shanghai Fire Research Institute (CN)
Openalex Percentile: Top 84%
Fire dynamics and safety research
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