| 基于模糊神经网络的火灾信号处理 |
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| 引用本文： | 姚伟祥,吴龙标,卢结成.基于模糊神经网络的火灾信号处理[J].人类工效学,1999,5(1):6-9. |
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| 作者姓名： | 姚伟祥 吴龙标 卢结成 |
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| 作者单位： | 中国科学技术大学火灾科学国家重点实验室 |
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| 摘 要： | 根据火灾探测的特点，提出相应的模糊神经网络，论述综合处理多种火灾信号的模糊处理计算模型；针对具体应用，对网络结构进行了改进。由于模糊神经网络的自适应特性和推理过程易于理解的特点，它很适用于高层建筑这样的复杂环境，并可明显提高火灾探测的灵活性和准确性。
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| 关 键 词： | 模糊神经网络 火灾探测 模糊运算 |
Fuzzy Neural Network Based Fire Detection |
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| YAO Wei-xiang,WU Long-biao,LU Jie-cheng.Fuzzy Neural Network Based Fire Detection[J].Chinese JOurnal of Ergonomics,1999,5(1):6-9. |
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| Authors: | YAO Wei-xiang WU Long-biao LU Jie-cheng |
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| Abstract: | The paper proposes a FNN(Fuzzy Neural Network)system according to the characteristic of fire detection,and discusses the fuzzy logic model and learning algorithms of processing several kinds of fire signals.The network structure is improved under some specific circumstances.Because FNN is adaptive and its inferential process is understandable,it has improved obviously the flexibility and accuracy of fire detection. |
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| Keywords: | fuzzy neural network fire detection fuzzy operation |
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