Stepwise-collected data for gas concentration modeling

Gas monitoring plays a crucial role in our intelligent societies. Thus we build those stepwise-collected data for gas concentration modeling in dynamic setting which can boost training data collection. First column is time, you have 8 columns for different sensors, including GM402B, GM702B, GM512B, GM302B, MICS5914, MICS5914, MICS4514, and MICS4514. The remaining 3 columns is recorded as the flow rate, which the flow rate of methane and the oxygen-nitrogen mixture is read as L/min, while hydrogen is read as mL/min. The concentrations of methane, hydrogen and oxygen-nitrogen mixture are 40000 ppm, 10000 ppm and 21%(O2), 79%(N2). The sixth sensor was invalidated in the measurement of the second dataset, we delete the datapoints then.