Reliability-based lifecycle management for corroding pipelines

•A new framework for reliability-based lifecycle management for corroding pipeline is proposed.•The uncertainty in time evolution of corrosion depth is modeled as polynomial chaos random field.•An efficient optimization strategy based on polynomial surrogate is implemented.•The lifecycle cost is minimized under different risk-taking scnerios.