Abstract
An advanced gas analysis of multicomponent gas mixtures using non-selective sensor elements is presented. The analysis consists of two steps: first, classification, whereby a measurement of an unknown substance must be identified with one of several classes of possible gases or gas mixtures; secondly, quantification, whereby the concentrations of the gas components can be estimated by non-linear models, which are specific to the class of a gas mixture. Error bounds for both classification and quantification are discussed and experimental results of methane/n-butane and methane/carbon monoxide gas mixtures are presented.
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