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Optical Electronic Nose Based on Fe(Ⅲ) Complex of Porphyrins Films for Detection of Volatile compounds

机译:基于卟啉铁(Ⅲ)配合物的光学电子鼻检测挥发性化合物

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Electronic nose is a device that attempts to mimic the living being smell system for detection of particular gases or volatile compounds. This paper reports the development of an optical electronic nose using Fe(III) based metalloporphyrins Langmuir-Blodgett thin films as sensing elements for discriminating four volatiles, 2-propanol, acetone, cyclohexane and ethanol. A multilayer feed forward neural network was developed to classify the input vectors from these two sensors. After the network being trained 100 times and introduced to blind samples, it was found that there are three fault decision for propanol, two for acetone, five for cyclohexane and one four ethanol, during 50 times being recognized to the samples.
机译:电子鼻是一种试图模仿生物气味系统以检测特定气体或挥发性化合物的设备。本文报道了使用基于Fe(III)的金属卟啉Langmuir-Blodgett薄膜作为传感元件来识别四种挥发物(2-丙醇,丙酮,环己烷和乙醇)的光学电子鼻的开发。开发了多层前馈神经网络以对来自这两个传感器的输入向量进行分类。在对网络进行了100次训练并将其引入盲样本后,发现在50次采样中,丙醇存在3个故障决策,丙酮存在2个故障决策,环己烷存在5个决策,乙醇存在4种故障。

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