Datasets for Development of Machine Learning Models in Blue Hydrogen Production Process

This is a dataset that was used to develop a surrogate machine learning model. The data includes a number of dependent (key performance indicators - KPIs) and independent variables that are listed at the top of the spreadsheet. The model was used to identify and rank the independent factors that affect the predefined set of KPIs. The generated dataset was produced using Aspen software, with a detailed process model for blue hydrogen production, flow-sheeted and optimised.