| FNN在火灾探测系统中的应用 |
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| 引用本文： | 邓才良,毕效辉,赵俊,聂诗良. FNN在火灾探测系统中的应用[J]. 西南科技大学学报, 2011, 26(1): 64-67 |
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| 作者姓名： | 邓才良 毕效辉 赵俊 聂诗良 |
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| 作者单位： | 西南科技大学信息工程学院,四川绵阳,621010 |
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| 基金项目： | 西南科技大学研究生创新基金 |
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| 摘 要： | 尝试将模糊神经网络(FNN)应用到消防系统中,利用FNN对火灾信号进行处理,使其不仅能有效降低消防系统的漏报警、误报警率,而且还可以适应各种不同的环境和工作条件,从而真正实现消防系统的自适应。该方法结合了神经网络和模糊逻辑的优点,弥补不足,优势互补,具有很大的优越性。将此算法转化为C语言代码应用到测试系统中,系统在降低误报警、漏报警方面有着明显改善。
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| 关 键 词： | 神经网络 模糊逻辑 自适应 消防系统 |
Application and Research of Fuzzy Neural Network in Fire Fighting System |
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| DENG Cai-liang,BI Xiao-hui,ZHAO Jun,NIE Shi-liang. Application and Research of Fuzzy Neural Network in Fire Fighting System[J]. Journal of Southwest University of Science and Technology, 2011, 26(1): 64-67 |
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| Authors: | DENG Cai-liang BI Xiao-hui ZHAO Jun NIE Shi-liang |
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| Affiliation: | DENG Cai-liang,BI Xiao-hui,ZHAO Jun,NIE Shi-liang(School of Information Engineering,Southwest University of Science and Technology,Mianyang 621010,Sichuan,China) |
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| Abstract: | This article attempts to apply FNN to the fire detection system,using the FNN to deal with the signal of fire,so that it can not only reduce the missing alarm rate and the false alarm rate,but also adapt to the different environments,different working conditions,and get the goal of Self-Adaptive of the fire fighting system truly.This method owns the advantages of both neural networks and fuzzy logic,and let them complement the deficiency of each other,so it has great superiority.Experimental results show th... |
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| Keywords: | Neural network Fuzzy logic Self-Adaptive Fire fighting system |
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