Goyal and Gunasekaran (1992) presented a model and an algorithm to determine the economic maintenance frequency of a transport fleet. The authors suggest that the algorithm is optimal, but is is not; it is often stuck in a local optimal solution. Even the example provided by the authors is not solved to optimality. We explain why the algorithm is not optimal and give the optimal solution of the example obtained by global optimization.