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Interpretation of fluorescence fingerprints of crude oils and other hydrocarbon mixtures using neural networks
Interpretation of fluorescence fingerprints of crude oils and other hydrocarbon mixtures using neural networks
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机译:使用神经网络解释原油和其他碳氢化合物混合物的荧光指纹
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摘要
An artificial intelligence system is used with a conglomeration of fluorescence data to provide a method of improving recognition of an unknown from its spectral pattern. Customized neural network systems allow the ultimate organization and resourceful use of assumption-free variables already existing in a total scanning fluorescence database for a much more comprehensive, discrete and accurate differentiation and matching of spectra than is possible with human memory. The invention provides increased speed of fingerprinting analysis, accuracy and reliability together with a decreased learning curve and heightened objectivity for the analysis.
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