Optimization of integrated preventive maintenance based on infinitesimal perturbation analysis.

•A strategy combining preventive maintenance and production control is proposed.•Gradient estimates with respect to each decision variable are determined via IPA.•IPA has not been used to find the optimal preventive maintenance period as proposed.•Gradients based on the sample paths are integrated in a simulation algorithm.•Transfer and transportation delays are considered explicitly in this model.