Crude preheat fouling
Forecast duty loss from historian data, to support cleaning planning.
Fouling or performance predictionFrom $2,000
All sectors
Refining
Refineries record plenty of data, and many decisions still wait on the lab or on a slow simulation. We focus on one decision at a time.
Problems we can take on
Typical starting points in process units, preheat trains and utilities. These describe the kind of work we scope, not past client projects.
Product quality between samples
Estimate lab-measured qualities from upstream conditions.
Soft-sensor proof of conceptFrom $2,000
Simulations too slow to explore
Build fast surrogates and reduced-order models of your units, validated against first principles.
Surrogate or reduced-order modelFrom $3,000
Rigorous unit models
Build first-principles models of process units, up to a full-scale project.
First-principles process modelsCustom quote
Unit setpoints that lag
Recommend operating points as crude, prices and constraints change.
Real-time optimisationCustom quote
Furnace, steam and heat recovery
Find energy losses across fired heaters, steam headers and heat exchange, and rank what to change.
Energy optimisationCustom quote