Bi-objective optimization research on integrated fixed time interval preventive maintenance and production for scheduling flexible job-shop problem

► Integrated flexible job-shop and preventive maintenance is probed in this study. ► Makespan as an objective for production part and reliability as an objective for maintenance part are optimized simultaneously. ► A mathematic model and a solving method are introduced in this paper and results are compared carefully.