Uncertainty analysis and optimization of sinter cooling process for waste heat recovery

•The uncertainties of operating parameters in sinter cooling process are considered.•A nonlinear interval optimization for sinter cooling process is performed.•The exergy of waste heat recovery is optimized with the safety of equipment ensured.•Accurate RBNN metamodels for indicator parameters are constructed.