Risk based uncertainty quantification to improve robustness of manufacturing operations

•We propose a novel method to improve process robustness in Industry 4.0 factories.•The method uses quantile regression to find improved process tolerance limits.•Likelihood ratio and bootstrap are used to quantify uncertainty.•The method is generic and can be applied to solve the tolerance synthesis problem.