A novel mixed integer programming model for freight train travel time estimation

•An optimization approach is presented for freight train travel time estimation.•The model is proposed for a complex network with many business constraints.•Delays caused by unavailability of resources are considered in the formulation.•Our proposed model is implemented on a real-world test instance.