One Fire Detection Method Using Neural Networks |
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| Authors: | CHENG Caixia SUN Fuchun ZHOU Xinquan |
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| Institution: | CHENG Caixia,SUN Fuchun,ZHOU Xinquan State Key Laboratory of Coal Resources and Mine Safety,China University of Mining and Technology (Beijing),Beijing 100083,China,State Key Laboratory of Intelligent Technology and Systems,Department of Computer Science and Technology,Tsinghua University,Beijing 100084 |
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| Abstract: | A neural network fire detection method was developed using detection information for temperature,smoke density,and CO concentration to determine the probability of three representative fire conditions.The method overcomes the shortcomings of domestic fire alarm systems using single sensor information.Test results show that the identification error rates for fires,smoldering fires,and no fire are less than 5%,which greatly reduces leak-check rates and false alarms.This neural network fire alarm system can fu... |
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| Keywords: | fire detection neural network multi-sensor information fusion simulation |
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