The tough market situation for ethylene production; has accelerated the dev
elopment of a more rigorous and reliable cracking model. However, thermal c
racking of naphtha has such numerous reaction routes and intermediate radic
als and molecules that the detailed reaction mechanism has not yet been det
ermined. This research is aimed at developing a rigorous but practical reac
tion mechanism for an industrial cracker model. First, the reaction mechani
sm set for naphtha cracking is generated on the basis of major reaction cla
sses in pyrolysis and feed components. To reduce the computational load, th
e reaction mechanism set is reduced using the eigenvalue-eigenvector decomp
osition method. To compensate for the uncertainty in the kinetic parameters
for-a plant, the mechanism is customized based on the results of a sensiti
vity analysis. The constructed reaction mechanism can be used to optimize t
he operating conditions of the naphtha cracker by precise estimation of the
production yield of a given naphtha sample with a manageable computational
load and flexibility toward industrial practices.