Mean station reliabilities cause throughput overestimates in production system design

► The research focuses on production system design when the machine reliability parameters are unknown. ► We explore why the system throughput is often overestimated when modeling a production system before the system is built. ► We provide the probability, expected value and upper bound of throughput overestimation.