a kinetics -based mathematical model of the industrial fixed bed reactor for propylene hydration to isopropanol is established from material balance and heat balance. The reduced on - line mathematical models are made through the use of statistical analysis experimental design and system identification. The simulation and the field test results show that the models are in excellent agreement with the industrial process.