Sequential optimization of process and supply chains considering re-refineries for oil and gas circularity

•Systematic modelling of re-refinery strategy towards oil and gas circularity.•Integration of sequential optimization approach in model development phase.•Optimal technology pathway via information entropy and multi-objective analysis.•Sustainable supply chain modelled with clustering, routing and geospatial data.•Economic and environmental gains towards circular economy in Malaysia case study.