共查询到10条相似文献,搜索用时 46 毫秒
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便携式色谱质谱联用仪在水质应急监测中的运用 总被引:1,自引:1,他引:1
本文建立便携式色质联用仪快速测定水中挥发性有机物的方法,该方法适用于突发性环境污染事故中水质挥发性有机污染物的应急监测。 相似文献
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介绍了GasID便携式气体分析仪工作的基本原理-傅立叶红外技术以及在环境应急监测中应用的特点,并与其他应急监测仪器进行性能比较分析. 相似文献
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《Measurement》2014
Present study evaluates application of adaptive neuro-fuzzy inference system (ANFIS) for concentration estimation of volatile organic compounds (VOCs) by analyzing response matrix of polymer-functionalized surface acoustic wave (SAW) sensor array. The performance of ANFIS is compared with that of subtractive clustering based fuzzy inference system (SC-FIS) and backpropagation artificial neural network (BP-ANN). For analysis, the raw SAW sensor array data is preprocessed by logarithmic scaling followed by dimensional autoscaling and the feature extraction by principal component analysis (PCA). For concentration prediction, the extracted feature vectors were fed as input to the three methods (ANFIS, SC-FIS and BP-ANN) independently. The performance of the three methods were evaluated on the basis of root mean square error (RMSE) and correlation value involving actual and estimated values of concentration. Five sets of SAW sensor array responses are analyzed. The analysis includes both experimental and synthetic (sensor model generated) data sets. It is found that the ANFIS has the least value of RMSE and highest value of correlation compared to SC-FIS and BP-ANN. This signifies the relative superiority of ANFIS method. 相似文献
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V. Arumugam S. Barath Kumar A. Joseph Stanley 《Russian Journal of Nondestructive Testing》2011,47(12):858-864
Acoustic emission is one of the powerful techniques that can be used for in situ structural health monitoring of composite
laminates. One of the main issues of AE is to characterize the different damage mechanisms from the detected AE signals. Unsupervised
Pattern recognition has been one of the techniques used for the identification of a specific failure mode in composites from
Acoustic emission data. Cross ply composite laminate of size 300 × 300 mm is fabricated using Vacuum bag molding. ASTM D3039
Standard tensile specimens are cut from the laminate and these specimens are subjected to uni axial tensile test under Acoustic
Emission monitoring. Fast Fourier transform analysis (FFT) and Short Time Fast Fourier Transform (STFFT) analysis are performed on the Wave forms of the AE hit data obtained during the conduct of tensile test to characterize
the failure modes in crossply specimens. Fast Fourier Transform enabled calculating the frequency content of each damage mechanism.
In this paper Fuzzy C Mean clustering is performed for the AE parameters obtained from the test and the efficiency of this
technique is being investigated using FFT AND STFFT analysis. 相似文献