The Purdue Furnace is a model of a hydrocarbon heating furnace. A hydrocarbon stream is passed through a shell tube furnace. The air flow rate and fuel gas flow rate are considered manipulated variables. Hydrocarbon flow rate and fuel gas purity are two of the disturbances. The hydrocarbon outlet temperature, furnace temperature, exhaust gas flow rate and O2 exit concentration are all measured outputs.