The robustness of the popular PI and PID controllers is studied in this paper. The controller is first optimally tuned for nominal process conditions. Then, errors representing uncertainty in the process parameters are introduced in the process model and their effects on the closed-loop performance are evaluated. The results quantitatively confirm that these simple control algorithms are robust.