Uncertainty quantification in stability analysis of chaotic systems with discrete delays

•We investigated stability of delay dynamic systems under uncertainty.•General polynomial chaos was adopted to quantify uncertainty in process stability.•Lambert W function was used to study first order delay systems.•Temporal finite element was adopted to investigate second order delay systems.•Maximum entropy was applied to estimate probability density function.