Remaining useful life prediction framework for crack propagation with a case study of railway heavy duty coupler condition monitoring

•A general RUL framework for predicting crack propagation of mechanical system structures was proposed.•Predictive models take into account the common characteristics, the current state, and the degradation process.•Realized the life prediction invisible and visible cracks based on nondestructive condition monitoring data.