火災(zāi)探測的模糊神經(jīng)網(wǎng)絡(luò)方法研究
STUDY ON FUZZY NEURAL NETWORKS FOR FIRE DETECTION
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摘要: 本文把火災(zāi)的探測歸結(jié)為與火災(zāi)特征信號相對應(yīng)的各種規(guī)則，并用模糊技術(shù)和神經(jīng)網(wǎng)絡(luò)提取這種規(guī)則，推導(dǎo)了神經(jīng)網(wǎng)絡(luò)和模糊技術(shù)相結(jié)合的新算法。分析結(jié)果表明：模糊神經(jīng)網(wǎng)絡(luò)用于火災(zāi)探測是行之有效的方法。
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關(guān)鍵詞:
- 模糊規(guī)則;神經(jīng)網(wǎng)絡(luò);火災(zāi)探測
Abstract: In this paper,the fire detection is divided into various rules related with the fire characteristic signals,the fuzzy theory and the neural networks are applied to get the rules.The new algorithm combining the fuzzy theory and the neural networks is deduced.The results are manifested:the fuzzy neural network is an effective technology for fire detection. -
劉增良，劉有才．模糊邏輯與神經(jīng)網(wǎng)絡(luò)理論研究與探索．北京：北京航空航天大學(xué)出版社，第一版，1996年5月，189-218．[2]Longbiao Wu,Deng Chao,Weicheng Fan.A new method in fire detection.Asia-Oceania associ-ation for fire detection science and technology,1995.9,256-261.[3]Takagi T,Sugeno M.Fuzzy identification of systems and its applications to modeling and control.IEEE Trans.on SMC,1985,SMC-15(1):166-132.[4]Liu Chi-Teng,George C S.Neural-networks-based fuzzy logic control and decision system.IEEE Trans.on Computer,1991,C-40(12):1320-1336. -
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