10 Gas Datasets

Dataset description:

This contains ten categories of gas data, each category contains 5 concentrations, 10, 20, 30, 40, 50ppm.

There are 160 groups of 10, 20, 30, 40, each group contains 6000 sampled voltage signals, and the sampling frequency is 10HZ.

There are only 80 groups for 50ppm concentration, and each group also contains 6000 sampled voltage signals.

The label corresponding to each gas includes category and concentration, which can be split by gas category and concentration.

Gas includes CO, NO, NO2, SO2, H2S, HCl, H2, NH3, CH4S and C2H4O. We use commercially available sensors in our designs to increase the versatility of our gas sensor arrays. These gas sensors should have a degree of cross-sensitivity to ensure that each sensor responds to multiple gases while maintaining consistent responses across sensors. With this in mind, 15 metal-oxide-semiconductor gas sensors were selected as follows: TGS2600, TGS2602, TGS2603, TGS2620, TGS800, TGS822, MP-503, MP-702, MP-901, MQ-135B, MQ-138, MQ-316, WSP-2110, WSP-5110 and WSP-7110.