{"query_echo":{"q":"","filters":{"analysis_type":["archetype modeling"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'archetype modeling' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=archetype+modeling","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"catf-001159","url":"https://climateinsightsdirectory.org/document/catf-001159","title":"Refinery of the Future","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"2024-02-25","source_url":"https://cdn.catf.us/wp-content/uploads/2024/07/29181306/refinery-of-the-future-archetype-selection.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report provides a detailed technical overview of refinery processes and establishes four regional refinery archetypes (USA, GCC, Europe, and Singapore) based on median capacities and typical configurations to facilitate future decarbonisation analysis.","ai_generated":true,"unit":"catf-001159#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report establishes four regional refinery archetypes based on a methodology that uses the 2022 Oil and Gas Journal (O&GJ) Worldwide Refining Survey and internal expertise to identify the most representative configurations.","ai_generated":true,"unit":"catf-001159#insight-1","date_modified":"2026-10-23"},{"text":"The USA archetype refinery is located on the Gulf Coast with a capacity of approximately 300,000 BPSD, primarily driven by gasoline demand and utilizing a Delayed Coker Unit (DCU) for residue conversion due to regional demand for coke.","ai_generated":true,"unit":"catf-001159#insight-2","date_modified":"2026-10-23"},{"text":"The GCC archetype refinery has a capacity of approximately 400,000 BPSD and is characterized by high efficiency, export-dependent demand, and integration with petrochemical facilities, with a preference for cheap natural gas over refinery off-gases for hydrogen production.","ai_generated":true,"unit":"catf-001159#insight-3","date_modified":"2026-10-23"},{"text":"The European archetype refinery processes approximately 200,000 BPSD and is primarily diesel-driven, featuring older, less complex facilities with limited investment in new residue upgrading technologies and a reliance on asphalt units for residue conversion.","ai_generated":true,"unit":"catf-001159#insight-4","date_modified":"2026-10-23"},{"text":"The Singapore archetype refinery processes approximately 300,000 BPSD and is designed for high conversion and international export flexibility, utilizing a Residue Fluid Catalytic Cracker (RFCC) to convert atmospheric residue into gasoline components.","ai_generated":true,"unit":"catf-001159#insight-5","date_modified":"2026-10-23"},{"text":"Globally, approximately 50% of produced naphtha is used as feedstock for the petrochemical industry, a market valued at US$294.5 billion in 2022.","ai_generated":true,"unit":"catf-001159#insight-6","date_modified":"2026-10-23"}],"climate_tags":["oil refining","decarbonization"],"geography_discussed":["Gulf Coast of the United States"],"frame_perspective":[],"analysis_type":["technical assessment","archetype modeling"]}]}