For a partly linear model, when observations of the respond variable are case one interval censored, asymptotic properties of sieve MLEs are discussed. Triangle series are used to struct sieve spaces, under mild conditions, sieve MLEs are shown to be strong consistent, sieve MLE of the nonparametric part has an optimal convergence rate, and the information bound of sieve MLE of the parametric part is obtained.