Estimating concentrations of atmospheric pollutants in mixed gases based on deep convolutional network with time series decomposition.

With the increasing gas detection applications, single-gas detection can no longer fulfill the requirements of most scenarios. As a result, analyzing gas mixtures, whether used to identify the types of component gases or estimate their concentrations…

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