The Phillips 66 Sweeney Refinery and Petrochemical Complex is a highly
integrated complex consistingof refining, chemicals, and ethylene uni
ts. The Complex received a Texas Natural Resource Conservation Commiss
ion (TNRCC) Flexible Permit to install predictive emissions monitors (
PEMS) at eight furnaces of Ethylene Unit 22. Unit 22 produces approxim
ately 1.8 million pounds per day of ethylene. Hydrogen in the fuel gas
fluctuates between 20% and 80% depending on economics and the operati
onal status of upstream and downstream units. Maintaining consistent f
uel gas hydrogen levels and unit upsets made it difficult to train the
models. The PEMS is certified and has been in full operation since Ma
rch 1996. The difficultes and successes of the PEMS certification proc
ess is discussed in this paper.