As mentioned in Section 3.1, some steps are terminated when predefined temperature levels are reached. Meanwhile, the CO2 saturation level at the end of the column when the adsorption step is terminated is used to determine the adsorption step time. Although we do extract the associated step times, we found that the use of these proxies aids the learning of the ANNs as a form of feature engineering.