This study addresses the concerns regarding the cross-sensitivity of metal oxide sensors by building an array of sensors and subsequently utilizing machine earning techniques to analyze the data from the sensor arrays. Sensors were built using InO Au-ZnO, Au-SnO, and Pt-SnO and they were operated simultaneously in the presence of 25 different concentrations of nitrogen dioxide (NO), carbon monoxide (CO), and their mixtures. To investigate the effects of humidity, experiments were conducted to detect 13 distinct CO and NO gas combinations in atmospheres with 40% and 90% relative humidity.
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