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.
Authors
- Juntao Yang (ORCID: https://orcid.org/0000-0003-1180-391X)
- Junjie He (ORCID: https://orcid.org/0009-0000-8866-4511)
Institutions
- Shanghai Fire Research Institute (CN)
Publication Details
- Published
- 2025-05-23
- DOI
- https://doi.org/10.1109/ichora65333.2025.11017050
- Primary Topic
- Fire dynamics and safety research
- Type
- article
- Field-Weighted Citation Impact
- 0.00