For panel data sets the fixed effects estimator available for the linear regression model is generalized to the nonlinear regression case. The asymptotic distribution of the estimator and its computational procedure is given. The estimator is then illustrated by estimating fuel coefficient of cement using panel data on cement plants in the U.S.