Hydroprocessing Reactor Model Development Required for Petroleum Unit

A new reactor model for a petroleum hydro-processing unit is needed, focusing on hydrogen consumption, sulfur and nitrogen removal, and catalyst performance. The model should be based on first-principles or data-driven methodologies and must be calibrated using provided operating data, including feed assays, temperatures, pressures, and product qualities.

Deliverables include well-documented equations or code in preferred formats like Python or MATLAB, and a validation report comparing predictions with actual plant data. The project is limited to model development, though future optimization flexibility is noted as beneficial.