{"query_echo":{"q":"","filters":{"analysis_type":["production simulation"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'production simulation' 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=production+simulation","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":"eninnova-000194","url":"https://climateinsightsdirectory.org/document/eninnova-000194","title":"ACHIEVING AN 80% CARBON FREE ELECTRICITY SYSTEM IN CHINA BY 2035","publisher":{"name":"Energy Innovation","organization":"energy-innovation"},"document_type":"report","language":"en","date_published":null,"source_url":"https://energyinnovation.org/wp-content/uploads/China-2035_English.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that achieving an 80% non-fossil electricity share by 2035 is technically feasible and would lower wholesale electricity costs compared to current policy trajectories. This transition would be driven by the declining costs of wind, solar, and battery storage, which the authors argue are now more cost-effective than new coal generation. The 'Clean Energy' scenario would significantly reduce CO2 emissions and premature deaths from air pollution, while resulting in a net increase in employment, despite losses in the coal mining sector. Reliability analysis suggests the system can maintain a 10% operating reserve margin even with high variable renewable penetration and the retirement of 250 to 300 GW of coal capacity.","ai_generated":true,"unit":"eninnova-000194#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A combination of wind, solar, and battery storage is now more cost-effective for meeting electricity demand growth than building new coal generation.","ai_generated":true,"unit":"eninnova-000194#insight-1","date_modified":"2026-10-23"},{"text":"The Clean Energy scenario would reduce electricity sector CO2 emissions by 50% (approximately 1,660 MtCO2) and reduce premature deaths from fossil fuel power generation by 47% (around 50,000 deaths) by 2035 relative to current policies.","ai_generated":true,"unit":"eninnova-000194#insight-2","date_modified":"2026-10-23"},{"text":"The transition to an 80% non-fossil system is projected to create a net increase of 1.9 million cumulative job-years from 2020 to 2035, as gains in wind, solar, and storage sectors offset 1.7 million job-years lost in coal mining.","ai_generated":true,"unit":"eninnova-000194#insight-3","date_modified":"2026-10-23"},{"text":"Reliability simulations indicate that China's electricity system could maintain a 10% operating reserve margin in 2035 with an 80% non-fossil mix, even during periods of low renewable generation or a 10% demand shock.","ai_generated":true,"unit":"eninnova-000194#insight-4","date_modified":"2026-10-23"},{"text":"The system could support the retirement of 250 to 300 GW of existing coal generation without compromising reliability, as storage and other resources would fill the capacity gap.","ai_generated":true,"unit":"eninnova-000194#insight-5","date_modified":"2026-10-23"},{"text":"To reach the 80% target, wind and solar capacity would need to grow to 3,069 GW by 2035, requiring average annual additions of 215 GW between 2030 and 2035.","ai_generated":true,"unit":"eninnova-000194#insight-6","date_modified":"2026-10-23"},{"text":"Battery storage capacity would need to increase rapidly, reaching 414 GW by 2035 in the Clean Energy scenario compared to 244 GW under current policies.","ai_generated":true,"unit":"eninnova-000194#insight-7","date_modified":"2026-10-23"},{"text":"Offshore wind represents a high-quality resource that could reduce the need for higher-cost onshore resources; in a sensitivity scenario, its share of generation increases to 15% by 2035.","ai_generated":true,"unit":"eninnova-000194#insight-8","date_modified":"2026-10-23"}],"climate_tags":["photovoltaics","offshore wind power","battery energy storage system","carbon neutrality","electric power transmission","electricity market","climate finance","air quality","greenhouse gas emissions","Resource adequacy","land-use planning"],"geography_discussed":["United States"],"frame_perspective":[],"analysis_type":["capacity expansion modeling","production simulation","economic analysis","health impact assessment","employment impact analysis"]}]}