LI Wen-jie1, LIAO Xiao-wei2, SHU Ren-yi1, et al. Application of method based on Zig Bee and FCMclustering in fire alarm[J]. 2012, 31(10): 143-145+152. DOI: 10.13873/j.1000-97872012.10.030.
基于Zig Bee和模糊C均值聚类方法在火警中的应用
摘要
针对传统的火灾报警精确度不高
线路容易受火灾影响并且前期预测能力不足的弱点
通过对比各种信息传输方式
提出了采用FCM算法将多传感器数据进行模糊聚类融合后分级
通过Zig Bee为载体进行数据的无线收发
实现对可能产生火灾的区域进行实时监控的目的
实验验证表明:该设计能够准确地对不同燃烧阶段下的报警
有效地降低了误报率。
Abstract
Aiming at low accuracy of the traditional fire alarm
and the line is easy to be affected by the fire and shortage of insufficient capability of early prediction.By comparing with different transmission mode
using FCM algorithm
multi-sensor data is fuzzy clustered and fused for different hierarchies and Zig Bee is used as a carrier for data wireless transmitting and receiving.The goal of monitoring the fire place real-time is realized.Experiment shows that the design can accurately alarm fire in different combustion phases and it can reduce false alarm effectively.