移动终端技术在消防防火监督检查中的模型构建及应用  

Model construction and application of mobile terminal technology in fire control supervision and inspection

作　　者：王继艳 WANG Jiyan(Jinan Fire Rescue Detachment,Jinan 250000,China)

机构地区：[1]济南市消防救援支队,山东济南250000

出　　处：《中国高新科技》2025年第4期94-96,共3页

摘　　要：文章以随机森林算法为基础,重点对消防防火监督检查点位的火灾风险等级进行评价,并对检查频次进行预测。通过模型构建能够向移动终端推送每月检查需求,进一步指导工作人员的工作轨迹。检验结果表明,该模型的平均准确率超过99%,除管理水平外,其余指标均不存在显著数据迁移,适宜于实际应用。Based on random forest algorithm,this paper focuses on evaluating the fire risk level of fire control supervision and inspection sites,and predicts the inspection frequency.Through model construction,monthly inspection requirements can be pushed to mobile terminals to further guide the work track of staff.It is found that the average accuracy of the model is more than 99%,except for the management level,the other indicators do not have significant data migration,which is suitable for practical application.

关 键 词：移动终端 评价模型 防火检查 

分 类 号：TU998[建筑科学—市政工程]