基于大数据的建筑火灾风险预测
发布时间：2018-10-14 15:12
【摘要】：基于消防大数据平台建立大数据火灾风险预测系统。系统通过融合现有的消防信息化系统,汇聚消防、公安、安监、工商、社保等数十个部门的数据,利用包括火灾、单位、建筑、隐患、行为等历史数据进行机器学习与智能建模,预测未来一段时间内建筑的火灾发生概率。该系统提高了消防部门及单位日常防火工作的针对性,提升了社会消防安全管理的工作效率与总体水平。
[Abstract]:A fire risk forecasting system based on big data platform is established. The system uses data from dozens of departments, such as fire control, public security, safety supervision, industry and commerce, social security, and so on, by integrating the existing information system for fire prevention, including fire, units, buildings, hidden dangers, etc. Behavior and other historical data are used for machine learning and intelligent modeling to predict the probability of building fire in the future. The system improves the pertinence of daily fire prevention work of fire departments and units, and improves the working efficiency and overall level of social fire safety management.
【作者单位】： 苏州市消防支队;
【分类号】：TU998.1
本文编号：2270846
[Abstract]:A fire risk forecasting system based on big data platform is established. The system uses data from dozens of departments, such as fire control, public security, safety supervision, industry and commerce, social security, and so on, by integrating the existing information system for fire prevention, including fire, units, buildings, hidden dangers, etc. Behavior and other historical data are used for machine learning and intelligent modeling to predict the probability of building fire in the future. The system improves the pertinence of daily fire prevention work of fire departments and units, and improves the working efficiency and overall level of social fire safety management.
【作者单位】： 苏州市消防支队;
【分类号】：TU998.1
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