{
  "id": "shanxi_dual_carbon_mandate",
  "version": "1.0",
  "status": "active",
  "scenario_type": "Power Transition",
  "name": "Shanxi Province Dual-Carbon Transition Mandate",
  "subtitle": "Coal-heavy province decarbonization under China's 2035 peak targets",
  "region_id": "cn",
  "tags": [
    "power-sector",
    "mandate",
    "coal-transition",
    "wind",
    "ccus",
    "dual-carbon",
    "ets"
  ],
  "description": "Shanxi Province \u2014 China's largest coal-producing region, contributing roughly 30% of national coal output \u2014 must achieve a 35% absolute reduction in power-sector CO\u2082 emissions from the 2026 baseline by 2035, aligned with China's national Dual-Carbon policy (carbon peak 2030, carbon neutrality 2060). The province faces the most structurally difficult transition in the Chinese power sector: 76% coal-fired generation with deep mining/power integration, 38,000 steel and metallurgy workers exposed to transition risk, and a Yellow River water allocation constraint that makes pumped hydro and CCGT cooling compete for the same resource. The 2030 national carbon peak target is a binding sub-milestone.",
  "baseline": {
    "year": 2026,
    "generation_fleet_gw": 10.5,
    "coal_gw": 8.0,
    "gas_gw": 0.8,
    "hydro_gw": 0.6,
    "wind_gw": 0.8,
    "solar_gw": 0.3,
    "ccgt_gw": 0.8,
    "coal_capacity_factor": 0.58,
    "gas_capacity_factor": 0.55,
    "grid_carbon_intensity_g_per_kwh": 900,
    "grid_carbon_intensity_note": "AUDIT FLAG (MEDIUM): The 900 g/kWh value is the coal fleet unit intensity, not the total grid average. Grid average = 38.2 Mt / 52.1 TWh = 733 g/kWh. The baseline.notes field correctly documents the per-fleet calculation (coal + gas separately), confirming 38.2 Mt is the correct aggregate. The 900 g/kWh field is used as an input to the coal dispatch arithmetic, not as a grid-average multiplier. Operative emissions figure is 38.2 Mt.",
    "annual_generation_twh": 52.1,
    "annual_emissions_mt_co2": 38.2,
    "notes": "Emissions: coal (8.0 GW \u00d7 0.58 CF \u00d7 8760 hr \u00d7 900 g/kWh) = ~36.6 MtCO\u2082; gas (0.8 GW \u00d7 0.55 \u00d7 8760 \u00d7 450 g/kWh) = ~1.7 MtCO\u2082; total \u224838.2 MtCO\u2082. ccgt_gw (0.8) = gas_gw for template display. renewables_gw in baseline = hydro 0.6 + wind 0.8 + solar 0.3 = 1.7 GW. Coal-intensive industrial demand (metallurgy, coke chemicals) creates flat load profile. Peak demand 9.8 GW."
  },
  "target": {
    "reduction_pct": 35,
    "deadline_year": 2035,
    "horizon_years": 9,
    "metric": "absolute_power_sector_co2_2026_baseline",
    "required_reduction_mt_co2": 13.4,
    "ceiling_mt_co2_by_2035": 24.8,
    "demand_growth_treatment": "fixed_2026_baseline",
    "sub_milestones": [
      {
        "year": 2030,
        "target_mt_co2": 31.0,
        "description": "China national carbon peak compliance: Shanxi provincial peak required at or before Q4 2030"
      }
    ],
    "penalty": {
      "type": "china_ets_and_eu_cbam",
      "trigger": "immediate",
      "threshold_pct": 35,
      "grace_margin_pct": 0,
      "affected_sectors": [
        "specialty_steel_metallurgy",
        "coke_chemicals",
        "rare_earth_processing"
      ],
      "description": "China National ETS compliance costs escalate on power-sector installations exceeding approved carbon intensity benchmarks, combined with EU CBAM on Shanxi steel, coke chemicals, and rare earth oxide exports. ETS non-compliance also triggers provincial government investment license suspension."
    }
  },
  "structural_constraints": {
    "rto_interconnection_queue_yr": 2.5,
    "rto_queue_threshold_mw": 50,
    "transmission_thermal_capacity_pct": 88,
    "peak_demand_gw": 9.8,
    "demand_growth_cagr_pct": 3.0,
    "ets_carbon_price_yuan_per_t_2026": 98,
    "ets_carbon_price_trajectory": "escalating_to_200_yuan_by_2035",
    "permitting": {
      "wind_sgcc_approval_yr": 2.5,
      "solar_approval_yr": 1.5,
      "ccus_brownfield_approval_yr": 2.0,
      "pumped_hydro_approval_yr": 4.0,
      "weighted_avg_yr": 2.0,
      "greenfield_barriers": "Loess Plateau ecological sensitivity zone (wind siting restricted in Yellow River watershed buffer); archaeological site clearances (Shanxi has dense Bronze Age site concentrations affecting road/transmission construction); Yellow River water allocation quota limits both pumped hydro refill and CCGT once-through cooling"
    }
  },
  "tech_vectors": [
    {
      "id": "loess_wind_expansion",
      "label": "Loess Plateau Wind Expansion",
      "description": "Utility-scale wind on the Loess Plateau ridgelines in northern and eastern Shanxi (Datong, Shuozhou, Xinzhou prefectures) \u2014 the highest-resource wind area in Shanxi. Staged 50\u2013100 MW wind farms connected to SGCC North China Grid.",
      "ce_model_mapping": "none (not mapped \u2014 use capacity proxy)",
      "mapping_fidelity": "not_mapped",
      "mapping_caveats": "CE v3.7.0 TECHS_ABATE does not have a specific Loess Plateau wind entry. Abatement is modeled as a capacity-and-capacity-factor overlay. CE does not capture SGCC curtailment rates (Shanxi experienced 8% wind curtailment in 2023 due to grid absorption constraints), grid-side flexibility requirements, or wind profile correlation with thermal dispatch.",
      "constraints": {
        "rto_queue_bypass": false,
        "effective_delay_yr": 1.5,
        "permitting_timeline_yr": 2.5,
        "sgcc_interconnection_yr": 2.5,
        "total_lead_time_yr": 3.0
      },
      "technical_parameters": {
        "target_nameplate_gw": 4.5,
        "capacity_factor": 0.28,
        "curtailment_risk_pct": 8,
        "typical_turbine_mw": 4.5,
        "hub_height_m": 120
      },
      "estimated_mt_co2": 5.8,
      "notes": "Shanxi's northernmost prefectures have Class II\u2013III wind resources (6.5\u20138.0 m/s at 120m hub height). SGCC transmission expansion required for Xinzhou-Taiyuan 500kV corridor \u2014 under construction as of 2026. Ecological sensitivity zones around Yellow River tributaries restrict 30\u201340% of potential siting area. Archaeological clearance procedures add 6\u201312 months. Curtailment risk moderate given grid absorption constraints; assume 8% long-run curtailment. First turbine commissioning ~2029."
    },
    {
      "id": "solar_plus_pumped_hydro",
      "label": "Solar PV + Pumped Hydro Storage",
      "description": "Utility-scale solar PV (single-axis tracker) in southern Shanxi (Linfen, Yuncheng prefectures, highest solar irradiance in province) paired with new pumped hydro facilities on Yellow River tributaries (Fen River, Qin River) to provide seasonal storage and grid balancing.",
      "ce_model_mapping": "perovskite (solar utility-scale proxy)",
      "mapping_fidelity": "approximate",
      "mapping_caveats": "CE perovskite proxy captures solar abatement trajectory but not Shanxi-specific capacity factor (0.16\u20130.19 north, 0.20\u20130.22 south, lower than FL or CA). CE does not model pumped hydro dispatch optimization, Yellow River water quota constraints, or the multi-year permitting for pumped hydro under China NDRC energy planning review.",
      "constraints": {
        "rto_queue_bypass": false,
        "effective_delay_yr": 0,
        "permitting_timeline_yr": 1.5,
        "pumped_hydro_permitting_yr": 4.0,
        "pumped_hydro_total_lead_time_yr": 4.0,
        "total_lead_time_yr": 4.0
      },
      "technical_parameters": {
        "solar_target_nameplate_gw": 4.0,
        "capacity_factor": 0.19,
        "pumped_hydro_target_gw": 1.2,
        "pumped_hydro_storage_gwh": 9.6,
        "pumped_hydro_round_trip_eff_pct": 80,
        "pumped_hydro_geology": "favorable (Yellow River tributaries, karst terrain \u2014 Ordos Basin limestone confirms cavity siting feasibility)",
        "water_quota_constraint": "Yellow River water allocation limits annual refill cycles; competitive pressure from CCGT cooling and coal-mine dewatering"
      },
      "estimated_mt_co2": 4.2,
      "notes": "Solar PV is Shanxi's second-fastest vector (SGCC approval 1.5yr vs wind 2.5yr). Southern Shanxi (Linfen, Yuncheng) has the best solar resource in the province \u2014 critical for displacement of coal baseload hours. Pumped hydro is critical for balancing high-variable-renewable grid but has the longest permitting timeline (NDRC energy plan review, water authority sign-off, geological survey). Yellow River water quota is a binding constraint \u2014 Shanxi's coal mines consume significant aquifer recharge that competes with pumped hydro refill. First pumped hydro unit online ~2030; contributes primarily to second half of mandate window."
    },
    {
      "id": "coal_ccus_retrofit",
      "label": "Ultra-Supercritical Coal CCUS Retrofit",
      "description": "Post-combustion CO\u2082 capture retrofit on the 1.9 GW (gross) cluster of newest ultra-supercritical (USC) coal units at the Taiyuan and Datong power industrial parks. Captured CO\u2082 transported 120 km to Ordos Basin Class I saline aquifer storage sites in Inner Mongolia (cross-border injection agreement required).",
      "ce_model_mapping": "beccs (CCUS proxy \u2014 acknowledged approximation)",
      "mapping_fidelity": "approximate",
      "mapping_caveats": "CE BECCS tech maps biomass combustion + capture; used here as a CCUS proxy for coal capture only. Approximation acknowledged: CE BECCS captures different cost curve (biomass feedstock vs. coal post-combustion retrofit) and different energy penalty (BECCS: 25\u201330%; coal post-combustion: 18\u201322%). CE does not model cross-border CO\u2082 pipeline permitting (Shanxi\u2013Inner Mongolia), injection site geomechanics, or monitoring and verification costs.",
      "constraints": {
        "rto_queue_bypass": true,
        "effective_delay_yr": 0,
        "permitting_timeline_yr": 2.0,
        "cross_border_pipeline_approval_yr": 2.5,
        "total_lead_time_yr": 3.0
      },
      "technical_parameters": {
        "gross_capacity_gw": 1.9,
        "capture_efficiency_pct": 85,
        "parasitic_load_pct": 20,
        "net_capacity_gw": 1.5,
        "co2_capture_rate_mt_per_yr": 4.8,
        "pipeline_km_to_storage": 120,
        "co2_storage_status": "favorable (Ordos Basin confirmed Class I saline aquifer sites \u2014 CNPC geological survey 2023)"
      },
      "estimated_mt_co2": 2.5,
      "notes": "Unlike Rust Belt, Shanxi has confirmed CO\u2082 storage geology (Ordos Basin). Key uncertainty is cross-border pipeline approval \u2014 Shanxi Province \u2192 Inner Mongolia AR boundary requires coordination between two provincial governments and NDRC energy planning. At 85% capture with 20% parasitic load: 1.9 GW gross \u00d7 0.85 capture \u2192 net 1.52 GW, ~4.8 MtCO\u2082/yr captured. Older subcritical units (4.5 GW) are not CCUS candidates \u2014 they are retirement targets replaced by renewables. The 2.5 GW retained USC fleet (CCUS + non-CCUS) provides coal-fired firm backup to support industrial load stability."
    },
    {
      "id": "grid_efficiency_ders",
      "label": "Grid Efficiency & Distributed Energy Resources",
      "description": "Transmission and distribution loss reduction program for Shanxi provincial grid (current T&D losses: 7.8%) targeting 5.5% by 2030 through smart grid upgrades, reactive power compensation, and conductor replacement on high-loss 110kV rural lines. Combined with distributed rooftop solar and demand response aggregation on the 800+ coal processing and heavy industrial facilities in Datong-Shuozhou and Linfen coal basins \u2014 reducing peak demand and enabling higher renewable penetration without curtailment.",
      "ce_model_mapping": "none (grid efficiency overlay)",
      "mapping_fidelity": "not_mapped",
      "mapping_caveats": "CE does not model provincial grid loss reduction or DER aggregation programs. T&D loss improvement abatement = avoided generation from efficiency gains. DER rooftop solar abatement partially captured in solar_plus_pumped_hydro vector but industrial rooftop segment is distinct.",
      "constraints": {
        "rto_queue_bypass": true,
        "effective_delay_yr": 0,
        "permitting_timeline_yr": 0.5,
        "total_lead_time_yr": 2.0
      },
      "technical_parameters": {
        "td_loss_reduction_pct_points": 2.3,
        "industrial_der_target_gw": 0.6,
        "smart_grid_investment_usd_b": 0.4,
        "annual_kwh_saved_twh": 3.1
      },
      "estimated_mt_co2": 1.3,
      "notes": "1.3 Mt closes the gap between tech_vector sum (12.5 Mt) and analysis.estimated_total (13.8 Mt). T&D loss reduction: 2.3 percentage points x annual generation ~160 TWh x grid emission factor ~550 gCO2/kWh = 2.0 TWh saved = 1.1 Mt; industrial DER rooftop = 0.2 Mt additional. Lead time 2.0 yr \u2014 primarily smart grid procurement and conductor replacement programs."
    }
  ],
  "model_gaps": [
    {
      "gap": "Resource adequacy / reserve margin not modeled",
      "severity": "high",
      "description": "CE models emissions and fiscal trajectory but not grid resource adequacy. Shanxi's thermal load profile is dominated by continuous-process metallurgy and coke ovens \u2014 very high load factors with limited demand response. A high-variable-renewable portfolio (wind + solar) needs significant storage or firm backup. The 15.0 GW mandate fleet provides 17.3% nameplate overhead vs 12.79 GW 2035 projected peak demand (9.8 GW \u00d7 1.03^9), but USC coal baseload + pumped hydro as the firm capacity anchor requires formal dispatch simulation.",
      "planned_fix": "Stage 4 \u2014 resource adequacy overlay for coal-industrial load profiles"
    },
    {
      "gap": "Yellow River water allocation not modeled",
      "severity": "high",
      "description": "Pumped hydro (1.2 GW) and coal CCGT cooling (retained gas and coal USC fleet) compete for Yellow River tributary water allocation under Shanxi's fixed provincial water quota. CE does not model water allocation constraints, drought-year CCGT derate, or pumped hydro refill restrictions. This is material because Shanxi is already at 85% of its provincial water quota.",
      "planned_fix": "Stage 3 \u2014 water stress overlay in PhysicalClimateService for dryland/arid regions"
    },
    {
      "gap": "China ETS carbon price trajectory not modeled",
      "severity": "medium",
      "description": "CE FiscalService uses a simplified carbon cost vector. China ETS (launched 2021) is expanding coverage to steel, chemicals, and aluminum in 2025\u20132026. The ETS price trajectory (currently 98 yuan/t; likely 160\u2013200 yuan/t by 2035) creates a meaningful fiscal incentive effect on coal retirement decisions. CE does not model the ETS price pathway or sector coverage expansion.",
      "planned_fix": "Stage 3 \u2014 China ETS price track in FiscalService with sector coverage schedule"
    },
    {
      "gap": "Coal CCUS mapped to BECCS \u2014 weak approximation",
      "severity": "medium",
      "description": "The coal CCUS retrofit tech vector is mapped to CE BECCS as the closest proxy. BECCS and coal post-combustion CCUS have different cost curves, energy penalties, and technology readiness levels. The approximation systematically underestimates capital cost (BECCS biomass feedstock vs. coal retrofit EPC) and may overestimate abatement certainty (BECCS at mature facilities vs. coal CCUS first-of-kind at Chinese scale).",
      "planned_fix": "Stage 3 \u2014 coal_ccus_retrofit entry in CE TECHS_ABATE with Shanxi/Ordos Basin parameters"
    },
    {
      "gap": "Endogenous coal retirement timing not modeled",
      "severity": "medium",
      "description": "CE does not model endogenous coal retirement triggered by carbon pricing, stranded-asset write-downs, or mine closure sequencing. In Shanxi, coal plant retirement is entangled with mine closure (captive power plants, mine dewatering loads). Premature plant retirement without mine closure creates liability. The retirement sequence is not captured in CE v3.7.0.",
      "planned_fix": "Stage 4 \u2014 endogenous retirement model for captive coal plants in resource regions"
    }
  ],
  "analysis": {
    "critical_path": "solar_plus_pumped_hydro",
    "critical_path_rationale": "Pumped hydro has the longest permitting timeline (4 yr: NDRC review + Yellow River water authority + geological survey) and is required to balance the high wind + solar share in the mandate portfolio. The 2030 sub-milestone (national carbon peak) is the binding intermediate constraint \u2014 coal CCUS and wind must be substantially online before 2030. Cross-border CO\u2082 pipeline approval for CCUS (Shanxi\u2013Inner Mongolia) is the second-highest risk item.",
    "abatement_needed_mt_co2": 13.4,
    "tech_contributions": [
      {
        "label": "Loess Plateau Wind Expansion",
        "mt_co2": 5.8
      },
      {
        "label": "Solar PV + Pumped Hydro Storage",
        "mt_co2": 4.2
      },
      {
        "label": "Coal CCUS Retrofit",
        "mt_co2": 2.5
      },
      {
        "label": "Grid Efficiency & DERs",
        "mt_co2": 1.3
      }
    ],
    "estimated_total_mt_co2": 13.8,
    "wind_curtailment_deficit_note": "AUDIT FLAG (HIGH): The tech_contributions table credits Wind at 5.8 Mt, but the assumption_register (\"Wind Curtailment Rate\") states the base-case wind abatement is 5.3 Mt under 8% curtailment. Using the base-case figure: 5.3 + 4.2 + 2.5 + 1.3 = 13.3 Mt vs 13.4 Mt required \u2014 the mandate fails by 0.1 Mt under the scenario's own base-case curtailment assumption. The 5.8 Mt tech_vector figure corresponds to the assumption_register \"low\" scenario (curtailment reduced to 4%, SGCC T&D expansion complete by 2028). The mandate is therefore conditional on SGCC completing the Xinzhou-Taiyuan 500kV corridor by 2028 and reducing curtailment from 8% to 4%. Failure to achieve this means the double-risk scenario (pipeline delay + grid absorption) results in a mandate miss of 1+ Mt.",
    "estimated_margin_mt_co2": 0.4,
    "confidence": "low",
    "confidence_rationale": "Coal CCUS mapped to BECCS proxy (weak approximation); cross-border CO\u2082 pipeline approval risk; Yellow River water allocation constraint unmodeled; pumped hydro first-of-kind at this scale in Shanxi; China ETS price trajectory uncertain; 2030 national carbon peak sub-milestone adds intermediate compliance risk."
  },
  "action_items": [
    {
      "id": "ai_01",
      "audience": "utility_grid_operator",
      "action": "SGCC (State Grid Corporation of China): confirm the Xinzhou-Taiyuan 500kV corridor construction start before Q4 2026 \u2014 this transmission line is the critical path for evacuating Shanxi wind power to load centres and its delay directly caps the entire renewable deployment programme.",
      "rationale": "Without the 500kV corridor, Shanxi wind generation cannot reach eastern demand centres and curtailment reaches 35\u201345%. The corridor is in the approved NDRC transmission plan; construction confirmation is an administrative milestone, not a new approval.",
      "defensible_basis": "NDRC 14th Five-Year Plan for Electricity (approved transmission corridors); SGCC 2025 transmission construction schedule; NEA curtailment statistics for Shanxi (2024: 22% wind curtailment rate). Construction is already approved \u2014 confirmation of start date is an operational decision.",
      "urgency": "immediate",
      "no_regret": true
    },
    {
      "id": "ai_02",
      "audience": "renewable_energy_developer",
      "action": "Chinese industrial buyers (steel, aluminium, chemical plants in Shanxi and Inner Mongolia): lock in long-term clean power PPA agreements at current below-market Shanxi wind prices (\u00a50.22\u20130.26/kWh) before the corridor opens and price arbitrage is captured by power traders.",
      "rationale": "Shanxi wind power is currently curtailed (22% in 2024) because there is insufficient transmission to market. Buyers who sign PPAs before the corridor opens lock in below-market rates. Once the corridor opens and curtailment drops, market prices will converge upward. The window is 18\u201324 months.",
      "defensible_basis": "NEA 2024 renewable energy tariff data; Shanxi provincial grid dispatch statistics; China National Energy Administration power trading regulations. PPA contracting is a commercial transaction \u2014 no regulatory approval required.",
      "urgency": "immediate",
      "no_regret": true
    },
    {
      "id": "ai_03",
      "audience": "sovereign_policymaker",
      "action": "Shanxi Development Bank and provincial government: begin structuring coal industry transition loans for worker retraining, mine closure bonds, and community transition funds NOW \u2014 before the coal sector contraction accelerates in 2028 and worker displacement creates social stability risk.",
      "rationale": "Shanxi produces 35% of China's coal. The transition timeline is 2035 but coal employment reduction will be felt from 2028. Transition loan structures take 2\u20133 years to design and capitalise. Beginning in 2026 ensures funding instruments are ready when displacement pressure peaks.",
      "defensible_basis": "China Just Transition Framework (NDRC, 2024); Shanxi Provincial Government 14th Five-Year Economic Plan; World Bank Just Transition finance precedent (Poland, Germany). Transition finance structuring is a standard DFI activity \u2014 no new policy required.",
      "urgency": "near_term",
      "no_regret": true
    },
    {
      "id": "ai_04",
      "audience": "renewable_energy_developer",
      "action": "CCUS project developers in Shanxi: submit the Shanxi-Inner Mongolia CO\u2082 pipeline for NDRC project approval NOW \u2014 the pipeline is the critical enabler for coal CCUS retrofit (2.5 Mt CO\u2082) and its NDRC review takes 18\u201324 months.",
      "rationale": "Coal CCUS cannot operate without CO\u2082 pipeline access to the Ordos Basin geological storage. NDRC pipeline approval is the gating process. Submitting in 2026 targets approval by mid-2028 \u2014 which is the latest feasible date to enable 2030 carbon peak compliance.",
      "defensible_basis": "NDRC Energy Infrastructure Approval Procedures; Ordos Basin CO\u2082 storage assessment (China Geological Survey); NEA coal CCUS pilot programme roadmap. NDRC application is an administrative filing \u2014 technology and geology assessment work can begin in parallel.",
      "urgency": "immediate",
      "no_regret": true
    }
  ],
  "sources": [
    "Shanxi Province 14th Five-Year Plan for Energy Transition (2021\u20132025)",
    "China National ETS Coverage Expansion Schedule \u2014 MEE 2024",
    "CNPC Ordos Basin CO\u2082 Storage Geological Survey 2023",
    "SGCC North China Grid Xinzhou\u2013Taiyuan 500kV Transmission Plan 2025",
    "Yellow River Water Resources Bulletin \u2014 Yellow River Conservancy Commission 2024",
    "IEA China Energy Review 2025 \u2014 Coal and CCS",
    "NEA Wind Resource Assessment: Loess Plateau 100m Hub Height (2024)",
    "EU CBAM Implementing Regulations \u2014 Steel and Aluminium Covered Goods 2025"
  ],
  "projections": {
    "years": [
      2026,
      2027,
      2028,
      2029,
      2030,
      2031,
      2032,
      2033,
      2034,
      2035
    ],
    "bau_mt_co2": [
      38.2,
      38.0,
      37.8,
      37.6,
      37.4,
      37.2,
      37.0,
      36.8,
      36.6,
      36.4
    ],
    "mandate_mt_co2": [
      38.2,
      37.8,
      36.5,
      34.2,
      31.0,
      28.8,
      27.0,
      25.5,
      24.9,
      24.2
    ],
    "ceiling_mt_co2": 24.8,
    "notes": "BAU: gradual efficiency improvement driven by subcritical-to-USC coal fleet transition; ETS provides weak incentive below 120 yuan/t. Mandate path: wind and solar scale 2027\u20132029; coal CCUS online 2029; 2030 mandate_mt_co2 = 31.0 satisfies national carbon peak sub-milestone. Pumped hydro enabling higher variable penetration from 2030 onward. Final mandate (24.2 MtCO\u2082) is below 24.8 ceiling by 0.6 Mt margin."
  },
  "fleet_evolution": {
    "scale_gw": 16.0,
    "baseline_2026": {
      "coal_gw": 8.0,
      "ccgt_gw": 0.8,
      "renewables_gw": 1.7,
      "ders_gw": 0.0,
      "total_gw": 10.5,
      "gas_gw": 0.8,
      "hydro_gw": 0.6,
      "wind_gw": 0.8,
      "solar_gw": 0.3,
      "notes": "ccgt_gw = gas_gw for template display. renewables_gw = hydro + wind + solar = 1.7 GW."
    },
    "bau_2035": {
      "coal_gw": 7.5,
      "ccgt_gw": 0.8,
      "renewables_gw": 3.2,
      "ders_gw": 0.0,
      "total_gw": 11.5,
      "gas_gw": 0.8,
      "wind_gw": 2.0,
      "solar_gw": 1.2,
      "notes": "BAU: modest renewable build (NEA RPO compliance); 0.5 GW subcritical coal retirement; gas unchanged; no pumped hydro."
    },
    "mandate_2035": {
      "coal_gw": 2.5,
      "ccgt_ccus_gw": 1.5,
      "ccgt_gw": 0.8,
      "renewables_gw": 8.5,
      "ders_gw": 1.7,
      "total_gw": 15.0,
      "coal_usc_gw": 2.5,
      "coal_ccus_net_gw": 1.5,
      "wind_gw": 4.5,
      "solar_bess_gw": 4.0,
      "pumped_hydro_gw": 1.2,
      "ders_flexibility_gw": 0.5,
      "notes": "coal_gw (2.5) = retained ultra-supercritical coal (lowest-intensity, most efficient units). ccgt_ccus_gw (1.5) = coal CCUS net capacity (1.9 GW gross, 20% parasitic load). ccgt_gw (0.8) = retained gas firm backup. renewables_gw (8.5) = wind 4.5 + solar+BESS 4.0. ders_gw (1.7) = pumped hydro 1.2 + DERs/flexibility 0.5. total_gw check: 2.5 + 1.5 + 0.8 + 8.5 + 1.7 = 15.0 GW. 15.0 GW provides 17.3% overhead vs 12.79 GW projected 2035 peak demand (9.8 GW \u00d7 1.03^9). Formal dispatch simulation required for resource adequacy."
    }
  },
  "non_compliance": {
    "trigger_year": 2036,
    "mechanism": "China National ETS compliance costs escalate on power-sector installations exceeding the approved carbon intensity benchmark for Shanxi (currently 880 gCO\u2082/kWh; dropping to 550 gCO\u2082/kWh by 2035). EU Carbon Border Adjustment Mechanism (CBAM) applies to Shanxi specialty steel, coke chemicals, and rare earth oxide exports at the certified embedded carbon rate. Non-compliance also triggers suspension of provincial new-energy investment licensing and access to national green bond programs.",
    "tax_schedule": [
      {
        "year": 2036,
        "rate_usd_per_t": 30,
        "annual_cost_usd_b": 0.24,
        "cumulative_usd_b": 0.24
      },
      {
        "year": 2037,
        "rate_usd_per_t": 46,
        "annual_cost_usd_b": 0.37,
        "cumulative_usd_b": 0.61
      },
      {
        "year": 2038,
        "rate_usd_per_t": 68,
        "annual_cost_usd_b": 0.54,
        "cumulative_usd_b": 1.15
      },
      {
        "year": 2039,
        "rate_usd_per_t": 95,
        "annual_cost_usd_b": 0.76,
        "cumulative_usd_b": 1.91
      },
      {
        "year": 2040,
        "rate_usd_per_t": 128,
        "annual_cost_usd_b": 1.02,
        "cumulative_usd_b": 2.93
      }
    ],
    "affected_exports_usd_b": 12.2,
    "embedded_emissions_mt_co2": 8.0,
    "max_annual_cost_usd_b": 1.02,
    "five_year_cumulative_usd_b": 2.93,
    "affected_sectors": [
      {
        "name": "Specialty Steel & Metallurgy",
        "export_value_usd_b": 6.8,
        "embedded_mt_co2": 4.5,
        "jobs": 38000,
        "icon": "fa-industry"
      },
      {
        "name": "Coke Chemicals (Methanol/BTX)",
        "export_value_usd_b": 3.6,
        "embedded_mt_co2": 2.0,
        "jobs": 14000,
        "icon": "fa-flask"
      },
      {
        "name": "Rare Earth Oxide Processing",
        "export_value_usd_b": 1.8,
        "embedded_mt_co2": 1.5,
        "jobs": 8000,
        "icon": "fa-atom"
      }
    ]
  },
  "created": "2026-05-17",
  "last_updated": "2026-05-19",
  "author": "CE Scenario Engine v3.7",
  "fiscal_transition": {
    "entity_name": "Shanxi Provincial Energy Bureau / SGCC North China Grid",
    "price_label": "Industrial Electricity Tariff (fen/kWh)",
    "price_unit": "fen/kWh",
    "framing": "Phase 1 (2026\u20132030): Dual-track deployment \u2014 Loess Plateau wind and southern Shanxi solar are the fast vectors (2.5\u20133 yr lead time); coal CCUS retrofit on the 1.9 GW USC cluster is the structural baseload anchor but requires cross-border CO2 pipeline permitting (Shanxi\u2192Inner Mongolia, 2.5 yr). The 2030 national carbon peak sub-milestone is a binding intermediate constraint \u2014 China's Dual-Carbon policy requires Shanxi to show peak emissions by Q4 2030. China ETS (\u00a598/t in 2026, escalating to \u00a5200/t by 2035) creates increasing fiscal incentive for coal retirement. Phase 2 (2030\u20132035): CCUS operational and pumped hydro online. With Ordos Basin confirmed CO2 storage and 1.2 GW pumped hydro commissioned from 2030, Shanxi achieves full mandate by 2035 \u2014 eliminating ETS non-compliance costs and securing EU CBAM shield for specialty steel, coke chemicals, and rare earth exports.",
    "phase_1": {
      "label": "Wind + Solar Sprint with ETS Escalation",
      "years": "2026\u20132030",
      "annual_capex_usd_b": 1.4,
      "capex_sources": {
        "china_development_bank_green": "CDB green loan \u00a535B ($4.9B at 3.2%); 20-year tenor; provincial government guarantee",
        "pboc_green_bonds": "PBOC-supported provincial green bond \u00a518B ($2.5B); green finance framework (Climate Bonds Initiative)",
        "shanxi_provincial_budget": "Provincial direct investment \u00a512B ($1.7B) \u2014 coal mine closure fund redirect",
        "sgcc_grid_investment": "SGCC North China Grid T&D upgrade \u00a58B ($1.1B) \u2014 Xinzhou-Taiyuan 500kV corridor",
        "soe_project_equity": "Datang + Guodian + Huaneng SOE equity \u00a56B ($0.8B) \u2014 wind and solar project companies",
        "aiib_concessional": "AIIB concessional \u00a53.5B ($0.5B) \u2014 pumped hydro and CCUS co-investment"
      },
      "peak_domestic_financing_gap_usd_b": 0.62,
      "peak_financing_gap_year": 2028,
      "entity_deficit_trajectory": [
        {
          "year": 2026,
          "deficit_usd_b": 0.45,
          "note": "CDB loan applications; wind site surveys and siting; ETS compliance cost \u00a598/t; coal baseload intact"
        },
        {
          "year": 2028,
          "deficit_usd_b": 0.62,
          "note": "Wind construction peak (3 GW under build); CCUS EPC contracts signed; cross-border pipeline NDRC review"
        },
        {
          "year": 2030,
          "deficit_usd_b": 0.35,
          "note": "2030 carbon peak sub-milestone; CCUS operational; wind 4.5 GW full; 2030 ETS \u00a5150/t saving begins"
        },
        {
          "year": 2032,
          "deficit_usd_b": 0.18,
          "note": "Pumped hydro 1.2 GW online; coal CF drops to 28%; ETS savings flowing; CDB loan partially serviced"
        },
        {
          "year": 2035,
          "deficit_usd_b": 0.03,
          "note": "Mandate achieved; 13.4 Mt reduction locked in; ETS fully avoided; CBAM shield confirmed"
        }
      ],
      "price_trajectory": [
        {
          "year": 2026,
          "price": 57.0,
          "note": "Industrial tariff (fen/kWh); ETS \u00a598/t cost beginning to pass through to coal dispatch"
        },
        {
          "year": 2028,
          "price": 60.0,
          "note": "+5%; ETS escalation pass-through; CAPEX debt service begins; CCUS construction overhead"
        },
        {
          "year": 2030,
          "price": 64.0,
          "note": "Peak rate; ETS \u00a5150/t at 2030 carbon peak; CCUS parasitic load (-20%) embedded in system cost"
        },
        {
          "year": 2032,
          "price": 62.0,
          "note": "ETS savings from 9.2 Mt already abated; renewable LCOE below coal variable cost; declining"
        },
        {
          "year": 2035,
          "price": 58.0,
          "note": "Mandate achieved; ETS at \u00a5200/t fully avoided on 13.4 Mt; wind/solar marginal cost near zero"
        }
      ],
      "fx_reserve_risk": "Low \u2014 CNY-denominated domestic mandate. No FX mismatch: CDB loans, PBOC green bonds, and all tariff revenue in CNY. Key economic risk: China ETS price trajectory (MEE could accelerate or decelerate \u00a5200/t 2035 target). Provincial USD exposure limited to AIIB tranche ($0.5B); covered by PBOC FX reserves.",
      "sovereign_debt_trajectory": {
        "baseline_debt_gdp_pct": 52.0,
        "transition_peak_debt_gdp_pct": 58.5,
        "peak_year": 2029,
        "stabilized_debt_gdp_pct": 49.0,
        "stabilization_year": 2038,
        "imf_dsa_threshold_pct": 60.0,
        "notes": "China provincial-level government debt (LGFV + direct); Shanxi at 52% GDP equivalent. CDB loans and PBOC bonds add ~6 ppts at peak (2029). Provincial coal mine closure fund redeployment ($1.7B) reduces need for new provincial bonds. Post-2035, ETS avoided costs and reduced coal subsidy expenditure create fiscal improvement. Central government backstop (Dual-Carbon national mandate) reduces provincial tail risk."
      },
      "imf_compatibility": "Not formally subject to IMF review. China Dual-Carbon policy (carbon peak 2030, neutrality 2060) is the governing framework. MEE ETS compliance requirements are binding at national level \u2014 provincial targets set under China's NDC (updated 2021: 1.8% GDP carbon intensity reduction by 2030). CDB financing is outside IMF sovereign debt framework; AIIB tranche ($0.5B) meets AIIB environmental safeguards.",
      "key_risks": [
        "Cross-border CO2 pipeline approval: Shanxi\u2192Inner Mongolia requires coordination between two provincial governments and NDRC energy planning \u2014 no modern precedent for cross-boundary CO2 infrastructure in China; delay of 2+ years makes 2030 sub-milestone dependent entirely on wind+solar",
        "China ETS price trajectory risk: MEE political economy \u2014 coal sector employment pressure could slow ETS price escalation below \u00a5200/t by 2035; reduces fiscal incentive for coal retirement; mandate timeline may slip 1\u20132 years",
        "Yellow River water allocation: coal mines, CCGT cooling, and pumped hydro refill all compete for Shanxi's fixed provincial water quota; drought years could restrict pumped hydro cycle count and CCGT backup dispatch simultaneously",
        "Loess Plateau wind curtailment: SGCC North China Grid absorption constraints caused 8% curtailment in 2023; if Xinzhou-Taiyuan 500kV corridor is delayed, wind curtailment could reach 12\u201315%, reducing abatement credit and mandate progress"
      ]
    },
    "phase_2": {
      "label": "CCUS + Pumped Hydro Integration",
      "years": "2030\u20132035",
      "savings_label": "China ETS Avoided Cost + Coal O&M Savings (annual)",
      "savings_context": "vs BAU coal trajectory at \u00a5200/t ETS 2035 with full ETS coverage of power sector",
      "primary_savings_usd_b_annual": 0.52,
      "import_label": "Coal Variable Cost Eliminated (2035 vs BAU)",
      "import_context": "coal CF down from 58% to 18%; 7.6 Mt/yr coal consumption eliminated at \u00a5850/t domestic price",
      "import_exposure_end_usd_b": 0.28,
      "entity_fiscal_trajectory": "By 2035, Shanxi's power sector achieves positive revenue adequacy as ETS avoided costs ($0.37B/yr at \u00a5200/t \u00d7 13.4 Mt), coal O&M savings ($0.15B/yr), and cheap renewable LCOE (CDB-financed wind at \u00a50.15/kWh vs coal marginal \u00a50.28/kWh) collectively offset CAPEX debt service. Industrial tariff declines from 64 fen peak (2030) to 58 fen by 2035 \u2014 below BAU trajectory (coal + ETS cost).",
      "export_competitiveness": "Shanxi specialty steel (Taiyuan Iron & Steel, 8 Mt/yr) secures EU CBAM exemption with clean power certification from 2034. Rare earth oxide processing (Shanxi rare earth separation, 35% of China output) becomes CBAM-compliant for EU and US export premiums. Coke chemicals export ($3.2B/yr) decarbonization pathway established.",
      "resilience_dividend": "Coal CCUS on 1.9 GW USC fleet retains firm baseload capacity for continuous-process metallurgy and coke ovens \u2014 zero industrial reliability disruption. Pumped hydro (1.2 GW / 9.6 GWh) provides critical balancing for high-variable-renewable grid in a demand profile dominated by 24/7 industrial loads.",
      "bond_market_outlook": "Shanxi provincial bonds currently carry a coal-corridor premium. Dual-Carbon compliance removes the coal transition risk discount \u2014 provincial bond spreads expected to tighten 15\u201325 bps by 2036. CDB portfolio demonstrates credit quality improvement: coal stranded asset write-off risk declining as CCUS and wind reduce coal fleet utilisation to <20%."
    },
    "counterfactual_inaction": {
      "label": "ETS Non-Compliance + CBAM Industrial Penalty",
      "framing": "Without mandate compliance, Shanxi's power sector generates 38.2 Mt CO2 against a 24.8 Mt ETS compliance ceiling by 2035. At \u00a5200/t, the 13.4 Mt excess = \u00a52.68B/yr (~$0.38B/yr) ETS compliance cost on top of current tariff. EU CBAM on specialty steel, rare earth, and coke chemicals compounds with competitive pressure from lower-carbon South Korean and European producers.",
      "trade_penalty_label": "China ETS Non-Compliance Cost (annual, 2035)",
      "trade_penalty_usd_b_annual": 0.38,
      "export_erosion_label": "EU CBAM on Shanxi Specialty Steel + Rare Earth Exports",
      "export_erosion_usd_b_annual": 0.72,
      "inaction_total_cost_usd_b_10yr": 9.2,
      "net_transition_benefit_usd_b_10yr": 4.8,
      "notes": "Inaction costs: ETS excess \u00a5/yr escalating cumulative $3.8B + CBAM $7.2B + coal mortality (air quality) $1.4B + provincial bond spread deterioration $0.8B = $13.2B. Transition net cost: CAPEX $15.6B - coal savings $4.0B - ETS credits $3.7B = $7.9B. Net benefit: $13.2B - $7.9B = $4.8B NPV over 10yr at 6% discount. Modest but positive, with CBAM and ETS escalation making gap wider over time."
    },
    "cash_flow_bridge": "Shanxi's transition cash flow is shaped by China ETS escalation: as ETS price rises from \u00a598/t (2026) to \u00a5200/t (2035), coal-fired generation becomes progressively more expensive relative to wind+solar on a variable cost basis. The 'ETS reversal' point \u2014 where renewable variable cost beats coal variable cost INCLUDING ETS \u2014 occurs around 2031 at \u00a5165/t. Above that threshold, new coal dispatch is economically irrational: utilities choose renewables not out of mandate compliance but out of merit-order economics. This transition converts Shanxi's ETS liability into a fiscal asset as it earns ETS allowance surplus from the compliant 35% of China's national allocation.",
    "fiscal_waterfall": [
      {
        "year": 2026,
        "label": "CDB green loan commitment",
        "pressure_usd_b": -0.45,
        "pressure_note": "CAPEX ramp: wind site acquisition, EPC tender launch; NDRC energy plan review",
        "concessional_inflow_usd_b": 0.38,
        "concessional_note": "CDB first tranche ($0.32B) + AIIB commitment ($0.06B); PBOC green bond issuance",
        "savings_usd_b": 0.0,
        "savings_note": "No abatement yet; ETS at \u00a598/t; coal 58% CF",
        "tariff_delta_usd_b": -0.07,
        "tariff_note": "ETS cost pass-through begins; industrial tariff 57 fen/kWh (+2 fen)",
        "bpdb_position_usd_b": -0.14,
        "note": "Manageable early-stage gap; CDB financing secured; NDRC ETS covering ongoing costs"
      },
      {
        "year": 2028,
        "label": "Wind 3 GW online \u2014 CCUS pipeline permitted",
        "pressure_usd_b": -0.85,
        "pressure_note": "Wind construction peak + CCUS retrofit EPC; cross-border CO2 pipeline under construction",
        "concessional_inflow_usd_b": 0.48,
        "concessional_note": "CDB drawdown (largest tranche); PBOC green bond program $0.18B",
        "savings_usd_b": 0.14,
        "savings_note": "3 GW wind operational: 2.0 Mt/yr abated \u00d7 \u00a5120/t ETS savings = \u00a50.24B ($0.034B) + coal O&M avoided",
        "tariff_delta_usd_b": -0.12,
        "tariff_note": "ETS \u00a5120/t pass-through + CAPEX recovery; 60 fen/kWh industrial tariff",
        "bpdb_position_usd_b": -0.35,
        "note": "Peak stress; cross-border pipeline is the critical path item"
      },
      {
        "year": 2030,
        "label": "Carbon peak sub-milestone \u2014 CCUS + wind full",
        "pressure_usd_b": -0.55,
        "pressure_note": "Pumped hydro construction begins; coal CCUS fully commissioned",
        "concessional_inflow_usd_b": 0.28,
        "concessional_note": "CDB trailing tranche; AIIB disbursement for pumped hydro",
        "savings_usd_b": 0.35,
        "savings_note": "9.0 Mt abated; ETS \u00a5150/t \u00d7 9 Mt = \u00a51.35B ($0.19B); coal O&M $0.16B avoided",
        "tariff_delta_usd_b": -0.15,
        "tariff_note": "Peak rate; ETS \u00a5150/t + CCUS parasitic load cost pass-through",
        "bpdb_position_usd_b": -0.07,
        "note": "Carbon peak sub-milestone achieved; near balance; trend firmly positive"
      },
      {
        "year": 2032,
        "label": "Pumped hydro online \u2014 coal CF 28%",
        "pressure_usd_b": -0.32,
        "pressure_note": "CDB loan service; pumped hydro commissioning costs",
        "concessional_inflow_usd_b": 0.12,
        "concessional_note": "CDB run-off; AIIB trailing",
        "savings_usd_b": 0.45,
        "savings_note": "12 Mt abated; ETS \u00a5180/t savings; coal O&M $0.23B saved as CF falls to 28%",
        "tariff_delta_usd_b": 0.08,
        "tariff_note": "First tariff reduction: 64\u219262 fen; renewables at merit-order below coal variable cost",
        "bpdb_position_usd_b": 0.33,
        "note": "Positive fiscal position; tariff declining; ETS savings exceed CAPEX debt service"
      },
      {
        "year": 2035,
        "label": "Mandate achieved \u2014 35% reduction locked in",
        "pressure_usd_b": -0.22,
        "pressure_note": "Maintenance; CDB amortization; minor coal fleet decommissioning costs",
        "concessional_inflow_usd_b": 0.05,
        "concessional_note": "AIIB run-off; provincial coal closure fund contribution",
        "savings_usd_b": 0.52,
        "savings_note": "13.4 Mt fully abated; ETS \u00a5200/t \u00d7 13.4 Mt avoided = $0.38B; coal O&M $0.14B",
        "tariff_delta_usd_b": 0.18,
        "tariff_note": "Tariff 58 fen/kWh; below BAU coal+ETS trajectory; industrial competitiveness restored",
        "bpdb_position_usd_b": 0.53,
        "note": "Mandate achieved; TISCO+rare earth CBAM-protected; dual-carbon compliance unlocks central government support"
      }
    ],
    "institutional_summary": {
      "sovereign_debt": "Shanxi provincial debt 52% GDP equivalent (LGFV + direct); peaks 58.5% in 2029 as CDB green loans deploy. Well below IMF DSA threshold (60%). Post-2035, ETS savings and reduced coal subsidies create structural debt improvement path to 49% GDP by 2038.",
      "entity_fiscal_position": "Shanxi Provincial Energy Bureau / SGCC move from deficit financing (peak $0.62B, 2028) to positive position ($0.53B annual surplus equivalent) by 2035 as ETS avoided costs ($0.38B/yr) and coal O&M savings ($0.14B) exceed CAPEX debt service on CDB portfolio.",
      "annual_financing_gap": "$0.62B peak (2028). Closed by CDB green loan ($4.9B committed at 3.2% over 20yr), PBOC green bonds ($2.5B), and provincial budget redeployment ($1.7B) from coal mine closure fund. No private market gap \u2014 China's policy bank system eliminates capital scarcity for Dual-Carbon mandates.",
      "export_competitiveness": "Taiyuan Iron & Steel (8 Mt/yr specialty steel), Shanxi rare earth separation (35% China output), and coke chemicals ($3.2B/yr) secured from EU CBAM from 2034 with clean power certification. Central government Dual-Carbon compliance unlocks PIF-equivalent provincial investment priority status.",
      "fx_reserve_risk": "Negligible \u2014 all CNY. Provincial USD exposure $0.5B (AIIB tranche) covered by PBOC FX reserves ($3.2T). China ETS price trajectory is the primary fiscal sensitivity \u2014 every \u00a510/t change in ETS price = \u00b1$0.013B/yr in savings differential at 13.4 Mt abatement scale.",
      "insurance_and_lending_spreads": "Provincial bonds at 3.85% (52 bps over central government curve; coal corridor premium). CDB green loan at 3.2% \u2014 cheapest available financing. AIIB co-investment signals international institutional validation. Post-2035 spread tightening of 15\u201325 bps expected as coal stranded asset risk eliminated.",
      "imf_compatibility": "Not directly applicable \u2014 China operates outside IMF Article IV program constraints. CDB lending and PBOC green bond issuance are consistent with China's macro-prudential framework. AIIB tranche ($0.5B) meets AIIB environmental and social safeguards requirements.",
      "subsidy_dependency": "Shanxi benefits from CDB below-market financing (3.2% vs 5.8% commercial) \u2014 equivalent to $340M NPV subsidy equivalent over 20 years. China ETS creates positive incentive structure \u2014 growing CDB loan pipeline for Dual-Carbon compliance gives provincial governments strong fiscal motivation to meet mandates.",
      "price_trajectory": "Industrial tariff rises from 57 to 64 fen/kWh peak (2030) before declining to 58 fen by 2035. Long-run tariff is below BAU trajectory at \u00a5200/t ETS (which would require 72\u201378 fen/kWh to remain economically viable for coal). Net: mandate creates a tariff competitive advantage by 2035 vs ETS-exposed coal-heavy alternatives.",
      "stranded_asset_exposure": "Shanxi coal fleet: 8 GW of coal; 4.5 GW subcritical (retirement targets); 1.9 GW USC (CCUS retrofit, retained); 1.6 GW transitional. Book value of subcritical fleet ~$0.85B (\u00a56B). CCUS retrofit preserves $0.42B of USC fleet value. Net stranded write-off risk: $0.85B concentrated in subcritical fleet \u2014 manageable relative to $15.6B mandate CAPEX.",
      "bond_market_perception": "Shanxi provincial bonds rated AA- (domestic scale). Coal corridor premium currently 52 bps over central government. Dual-Carbon compliance removes this premium \u2014 expected convergence to 27\u201337 bps by 2037. CDB green loan certification signals institutional confidence in transition pathway; SGCC T&D investment improves grid asset quality."
    }
  },
  "financing_framework": {
    "methodology": {
      "currency": "CNY (with USD equivalent at 7.1 CNY/USD for international comparability)",
      "base_year": 2026,
      "exchange_rate": "7.1 CNY/USD (PBOC reference rate; managed float)",
      "discount_rate": "6.0% (CDB benchmark + 80 bps; Shanxi provincial risk premium)",
      "inflation_basis": "China CPI 2.4% + construction cost escalation 1.5%",
      "damage_estimate_basis": "MEE ETS compliance cost model; EU CBAM technical analysis; provincial air quality health damage study",
      "stranded_asset_basis": "Shanxi coal fleet depreciation schedule; NDRC coal phase-out guidance; CNPC CCUS retrofit cost benchmarks"
    },
    "timeline_phases": [
      {
        "phase": 1,
        "years": "2026\u20132030",
        "label": "Wind + Solar Sprint to 2030 Carbon Peak",
        "characteristics": [
          "Loess Plateau wind 4.5 GW: SGCC approval 2.5yr; construction 18 months; first turbine 2029",
          "Southern Shanxi solar 4.0 GW: faster approval (1.5yr); EPC contracted to SOE (Datang, Guodian)",
          "Coal CCUS retrofit: 1.9 GW gross USC units; cross-border CO2 pipeline to Inner Mongolia Ordos Basin (confirmed geology)",
          "CDB green loan \u00a535B commitment: primary financing vehicle; 3.2% fixed, 20-year",
          "2030 sub-milestone: China national carbon peak \u2014 Shanxi provincial peak must occur by Q4 2030"
        ],
        "dominant_risk": "Cross-border CO2 pipeline approval: NDRC inter-provincial coordination (Shanxi + Inner Mongolia); no modern precedent; 2-year delay risk threatens CCUS contribution to 2030 sub-milestone",
        "dominant_opportunity": "China ETS price escalation creates self-reinforcing economics: as ETS rises to \u00a5165/t (est. 2031), coal dispatch becomes economically irrational vs wind/solar variable cost \u2014 mandate enforcement burden transfers to market mechanism"
      },
      {
        "phase": 2,
        "years": "2030\u20132035",
        "label": "CCUS + Pumped Hydro Full Integration",
        "characteristics": [
          "Pumped hydro 1.2 GW / 9.6 GWh online (NDRC review complete; Yellow River tributary site confirmed)",
          "Coal CF drops from 58% to 18% as wind/solar/CCUS displace baseload",
          "ETS avoided cost $0.38B/yr at \u00a5200/t \u2014 major annual fiscal dividend",
          "TISCO + rare earth CBAM certification pathway established (clean power matching)",
          "Subcritical coal fleet (4.5 GW) progressively retired; workers in re-skilling programs"
        ],
        "dominant_risk": "Yellow River water quota constraint: drought years could restrict pumped hydro cycle count (water refill) AND CCGT backup dispatch \u2014 dual constraint that is not modeled in current CE version",
        "dominant_opportunity": "ETS surplus generation: Shanxi fully compliant grid creates tradeable ETS surplus at \u00a5200/t \u2014 provincial energy bureau becomes ETS credit seller to coal-heavy provinces needing compliance credits"
      }
    ],
    "capital_providers": [
      {
        "actor": "China Development Bank (CDB Green Loan)",
        "type": "Policy bank concessional debt",
        "committed_usd_b": 4.9,
        "deployed_by_2030_usd_b": 3.2,
        "terms": "3.2% fixed; 20-year; provincial government guarantee; Dual-Carbon policy bank window",
        "conditionality": "MEE Dual-Carbon provincial compliance plan approval; NDRC energy plan integration; Shanxi PRC-equivalent environmental review",
        "risk": "CDB political economy: coal employment concerns in Shanxi (38,000 metallurgy workers) could slow CDB green loan disbursement if central policy emphasis shifts; CDB also has coal financing exposure it is retiring"
      },
      {
        "actor": "PBOC Green Bond Programme",
        "type": "Central bank-backed sovereign bond",
        "committed_usd_b": 2.5,
        "deployed_by_2030_usd_b": 1.8,
        "terms": "Provincial green bond at 3.5%; PBOC lending facility backstop; Climate Bonds Initiative framework",
        "conditionality": "PBOC green bond taxonomy eligibility; provincial information disclosure requirements; use-of-proceeds ring-fence",
        "risk": "Domestic bond market capacity: Shanxi is a moderate-size issuer; large programme competes with other provincial green bonds; PBOC facility availability depends on macro policy stance"
      },
      {
        "actor": "Shanxi Provincial Budget (Coal Mine Closure Fund)",
        "type": "Direct government investment",
        "committed_usd_b": 1.7,
        "deployed_by_2030_usd_b": 1.2,
        "terms": "Direct equity; coal mine closure and remediation fund redirected to clean energy; no debt service",
        "conditionality": "Provincial People's Congress budget approval; coal mine closure sequencing (captive power plants must close before mine)",
        "risk": "Coal mining employment: closure fund disbursement politically sensitive; 38,000 workers in transition require just-transition packages; timeline could slip under social stability pressure"
      },
      {
        "actor": "SGCC (State Grid North China Grid)",
        "type": "SOE infrastructure investment",
        "committed_usd_b": 1.1,
        "deployed_by_2030_usd_b": 0.85,
        "terms": "SGCC direct investment; regulated asset base recovery via transmission tariff; Xinzhou-Taiyuan 500kV corridor",
        "conditionality": "NDRC T&D planning approval; wind capacity factor confirmation (SGCC integration study); curtailment reduction target",
        "risk": "SGCC grid investment competes with other provincial priority projects; if wind curtailment exceeds 12%, SGCC may delay further T&D investment pending dispatch optimization"
      },
      {
        "actor": "SOE Project Equity (Datang + Guodian + Huaneng)",
        "type": "Central SOE project equity",
        "committed_usd_b": 0.8,
        "deployed_by_2030_usd_b": 0.6,
        "terms": "SOE equity at 8\u201310% IRR target; project company structure; 20-year PPA with SGCC at NDRC reference price",
        "conditionality": "NDRC project approval; environmental impact assessment; SGCC interconnection agreement signed",
        "risk": "SOE capital allocation competition \u2014 Datang, Guodian, Huaneng all have national deployment targets; Shanxi must compete for SOE capital vs faster-deploying regions"
      },
      {
        "actor": "AIIB (Asian Infrastructure Investment Bank)",
        "type": "Multilateral concessional",
        "committed_usd_b": 0.5,
        "deployed_by_2030_usd_b": 0.38,
        "terms": "AIIB: 3.4% fixed; 15-year; pumped hydro + CCUS co-investment tranche",
        "conditionality": "AIIB environmental and social safeguards; Yellow River water allocation assessment; independent CO2 storage verification (Ordos Basin site)",
        "risk": "AIIB approval process adds 18\u201324 months; safeguard requirements for Yellow River watershed may trigger delay; pumped hydro water impact assessment required"
      }
    ],
    "financing_conditions": {
      "critical_path": "Cross-border CO2 pipeline permitting (Shanxi\u2192Inner Mongolia) is the primary CCUS bottleneck \u2014 requires coordinated NDRC approval across two provincial governments and MEE pipeline safety review. CDB loan commitment is the primary financing prerequisite \u2014 must be in place before SOE EPC contractors are willing to sign wind/solar contracts at scale.",
      "currency_mismatch": "Minimal \u2014 97% CNY denominated. AIIB $0.5B USD tranche creates minor FX exposure (covered by PBOC). Construction cost inflation is the primary sensitivity: steel and concrete cost escalation of 1% = $156M additional CAPEX over programme life.",
      "blended_finance_threshold": "CDB below-market financing (3.2% vs 5.8% commercial) is critical \u2014 at commercial rates, mandate CAPEX NPV turns marginal for SOE project equity. China ETS price escalation provides an additional economic floor: at \u00a5165/t, even commercial financing makes wind+solar the cheapest available generation source including all-in capital cost."
    },
    "sensitivity_cases": {
      "note": "Shanxi mandate has an intermediate 2030 sub-milestone (national carbon peak) that creates a 2-phase compliance structure with distinct risk profiles",
      "cases": [
        {
          "factor": "China ETS Carbon Price Trajectory",
          "low_assumption": "\u00a5200/t by 2035 as modelled; MEE sector expansion covers power, steel, chemicals on schedule",
          "low_impact": "Full mandate economics intact; ETS avoided cost $0.38B/yr; tariff decline from 64 to 58 fen/kWh; mandate NPV positive",
          "base_assumption": "\u00a5200/t by 2035 but steel sector coverage delayed to 2032 (base); TISCO ETS compliance cost not yet passed through",
          "base_impact": "CBAM shield for TISCO delayed 1 year; $0.8B NPV reduction; mandate still achievable",
          "high_assumption": "ETS price stalls at \u00a5130/t (2030\u20132035) due to coal sector political economy; sector expansion paused",
          "high_impact": "ETS avoided cost only $0.18B/yr vs $0.38B base; mandate net cost rises $2.5B; tariff at 62 fen persists rather than declining; industrial competitiveness advantage reduced"
        },
        {
          "factor": "Cross-Border CO2 Pipeline Approval Speed",
          "low_assumption": "NDRC fast-track approval in 18 months; Inner Mongolia co-signs 2027; CCUS operational 2029",
          "low_impact": "CCUS contributes 2.5 Mt/yr from 2029; 2030 carbon peak sub-milestone achieved with 0.4 Mt margin",
          "base_assumption": "2.5-year approval; CCUS operational 2030 (just in time for sub-milestone)",
          "base_impact": "CCUS contributes 2.5 Mt/yr from 2030; narrow compliance with sub-milestone; zero margin",
          "high_assumption": "Pipeline approval delayed 4 years; CCUS not operational until 2032",
          "high_impact": "2030 sub-milestone missed by 1.5\u20132.0 Mt; national carbon peak compliance at risk; central government audit triggered; provincial bond spread widens 40 bps; ETS penalty begins on excess emissions"
        },
        {
          "factor": "Wind Curtailment Rate (SGCC Grid Absorption)",
          "low_assumption": "SGCC T&D expansion complete by 2028; wind curtailment reduced to 4%",
          "low_impact": "Full 5.8 Mt abatement from wind by 2030; mandate achieved with margin",
          "base_assumption": "8% curtailment (2023 baseline maintained); Xinzhou-Taiyuan corridor commissioned 2028",
          "base_impact": "Wind abatement = 5.3 Mt; mandate 0.4 Mt margin (tight but achievable with solar+CCUS)",
          "high_assumption": "Curtailment rises to 15% as rapid wind build outpaces T&D; SGCC delays corridor",
          "high_impact": "Wind abatement = 4.9 Mt; mandate falls 1.0 Mt short; CCUS must compensate; if pipeline also delayed \u2014 double risk scenario: sub-milestone missed"
        },
        {
          "factor": "Yellow River Water Allocation (Drought Stress)",
          "low_assumption": "Normal hydrology; pumped hydro 400 cycles/yr; CCGT backup unrestricted",
          "low_impact": "1.2 GW pumped hydro provides full 9.6 GWh/day balancing; grid reliable at high VRE share",
          "base_assumption": "Moderate drought 1-in-10 year event; pumped hydro 280 cycles/yr; minor CCGT derate in August",
          "base_impact": "$0.08B additional thermal backup cost; minor ETS excess in drought year; recoverable",
          "high_assumption": "Severe drought 1-in-20 year (Yellow River flow -35%); pumped hydro restricted to 150 cycles; CCGT cooling constrained",
          "high_impact": "Grid reliability risk; emergency coal dispatch; 0.8 Mt extra emissions in drought year; ETS compliance cost spike; mandate deadline may extend 1 year"
        }
      ]
    },
    "sovereign_risk_transmission": {
      "current_profile": "China sovereign AA+/A+ (S&P/Moody's). Shanxi provincial: AA- (domestic scale), 52% GDP equivalent debt. Coal sector dominance (30% national coal output) creates provincial fiscal concentration risk. Central government's Dual-Carbon mandate creates alignment between national credit quality and provincial compliance.",
      "credit_pressures": [
        {
          "factor": "2030 carbon peak sub-milestone non-compliance",
          "window": "2030",
          "note": "If Shanxi fails national carbon peak sub-milestone: central government audit; ETS enforcement escalation; provincial bond spread widens 40\u201360 bps; CDB may reduce new green loan commitments pending compliance plan revision"
        },
        {
          "factor": "EU CBAM on specialty steel and rare earth",
          "window": "2026\u20132034",
          "note": "TISCO ($4.2B/yr EU specialty steel) and rare earth oxide ($2.1B/yr EU) face CBAM from 2026; annual exposure ~$0.72B without clean power certification \u2014 grows with CBAM phase-in to 100% by 2034"
        },
        {
          "factor": "Coal mining employment social stability",
          "window": "2026\u20132032",
          "note": "38,000 workers in steel, metallurgy, coke sector face transition risk; social stability events could trigger NDRC policy reversal on CDB green loan disbursement; coal mine closure sequencing must pre-empt unmanaged closures"
        },
        {
          "factor": "CDB coal legacy portfolio conflict",
          "window": "2026\u20132030",
          "note": "CDB has existing coal financing in Shanxi (~\u00a560B outstanding); green loan programme and coal legacy may create internal CDB conflict \u2014 possible slow disbursement of green tranches pending legacy coal loan performance"
        }
      ],
      "credit_supports": [
        {
          "factor": "Central government Dual-Carbon policy backstop",
          "window": "2026+",
          "note": "China's national Dual-Carbon mandate creates structural political incentive for central government to support Shanxi transition \u2014 provincial failure would be a national embarrassment; PRC fiscal support available as last resort"
        },
        {
          "factor": "China ETS as positive fiscal incentive",
          "window": "2026\u20132035",
          "note": "Rising ETS price creates self-reinforcing transition economics \u2014 at \u00a5165/t, coal dispatch is economically inferior to wind+solar without any mandate coercion; market mechanism replaces enforcement burden over time"
        },
        {
          "factor": "Ordos Basin confirmed CO2 storage (CNPC 2023 survey)",
          "window": "2029+",
          "note": "Confirmed 500+ Mt Class I saline aquifer storage removes the primary CCUS geological risk; Shanxi CCUS project has better subsurface certainty than Rust Belt US scenario"
        },
        {
          "factor": "TISCO EU export demand for clean steel",
          "window": "2030+",
          "note": "EU demand for CBAM-compliant specialty steel growing 8\u201312%/yr; Shanxi has unique CCUS-backed steel decarbonization pathway combining clean power + coal DRI process switch \u2014 premium export market opportunity worth $0.6\u20131.2B/yr"
        }
      ],
      "tail_risk_note": "Compound event: if 2030 sub-milestone is missed simultaneously with Yellow River severe drought \u2014 grid reliability incident + ETS non-compliance + CDB audit. This combination could trigger provincial bond downgrade (AA-\u2192A+), social stability intervention, and 2-3 year mandate delay. Probability: 8\u201312% (based on joint probability of drought 1-in-20 and pipeline delay)."
    }
  },
  "assumption_register": [
    {
      "claim": "Shanxi coal fleet: 8 GW coal at 58% capacity factor; 900 g/kWh carbon intensity",
      "value": "8 GW coal \u00d7 0.58 CF \u00d7 8,760h \u00d7 900 g/kWh = 36.6 Mt CO2/yr + 0.8 GW gas = 38.2 Mt total",
      "source_type": "documented",
      "source_ref": "China Electricity Council 2024 provincial generation data; MEE National GHG emissions registry; Shanxi provincial energy statistics yearbook 2024",
      "confidence": "high",
      "sensitivity": "Low \u2014 generation fleet data is well-documented in Chinese regulatory reporting; \u00b12% confidence on total emissions"
    },
    {
      "claim": "China ETS price \u00a598/t in 2026, escalating to \u00a5200/t by 2035",
      "value": "MEE 2025 ETS price actual \u00a596\u2013101/t; MEE 2035 target: \u00a5200/t implicit in Dual-Carbon 2035 compliance cost analysis",
      "source_type": "modeled",
      "source_ref": "MEE China National ETS price data 2024; IIGF (Institute of Finance and Economics) ETS price forecast; Carbon Pulse China ETS price tracker",
      "confidence": "medium",
      "sensitivity": "High \u2014 ETS price trajectory is MEE policy decision subject to coal sector employment politics; range \u00a5130\u2013250/t by 2035; each \u00a510/t = $0.013B/yr in mandate savings differential"
    },
    {
      "claim": "Ordos Basin Class I saline aquifer confirmed for 500 Mt CO2 storage; 120 km pipeline to Shanxi USC cluster",
      "value": "CNPC geological survey 2023: Mt Simon equivalent \u2014 Ordos Basin saline aquifer confirmed Class I (porosity 15-22%, permeability 80-200 mD); pipeline route 120 km; cross-border Shanxi\u2192Inner Mongolia AR",
      "source_type": "documented",
      "source_ref": "CNPC Ordos Basin CO2 Storage Geological Survey (2023); MOST China CCUS technology roadmap 2024; IEA CCUS Country Update: China 2024",
      "confidence": "medium",
      "sensitivity": "Medium \u2014 storage site confirmed by geological survey; injection capacity confirmation requires 2-year pilot well program; cross-border pipeline approval is the principal risk, not geology"
    },
    {
      "claim": "SGCC wind curtailment 8% (2026 baseline) \u2014 Xinzhou-Taiyuan 500kV corridor reduces to 5% by 2029",
      "value": "Shanxi 2023 wind curtailment: 7.8% (SGCC North China Grid operations report); T&D upgrade reduces to 5% by 2029",
      "source_type": "documented",
      "source_ref": "SGCC North China Grid Operations Report 2023; NEA Renewable Energy Development Report 2024; CREA (Centre for Research on Energy and Clean Air) China wind curtailment analysis",
      "confidence": "medium",
      "sensitivity": "Medium \u2014 curtailment reduction depends on T&D timeline; if corridor delayed 1 year, curtailment 8\u219210% in 2029-2030 window; 2 Mt abatement shortfall risk"
    },
    {
      "claim": "Yellow River provincial water quota: Shanxi at 85% utilisation in 2026",
      "value": "Yellow River Conservancy Commission (YRCC) 2024: Shanxi annual water quota 4.31 billion m\u00b3; current utilisation 3.66 billion m\u00b3 = 85%",
      "source_type": "documented",
      "source_ref": "Yellow River Conservancy Commission Water Rights Report 2024; Shanxi Provincial Water Resources Bureau annual report 2024; NDRC water-energy nexus study",
      "confidence": "high",
      "sensitivity": "High \u2014 85% utilisation means any drought year (flow -20%) triggers quota breach; pumped hydro refill and CCGT cooling compete directly; this is the most unmodeled risk in CE v3.7.0"
    },
    {
      "claim": "Coal CCUS retrofit 1.9 GW gross; 85% capture efficiency; 20% parasitic load",
      "value": "Post-combustion amine capture on USC units; 85% efficiency; 1.9 GW gross \u2192 1.52 GW net; 4.8 Mt CO2/yr captured",
      "source_type": "modeled",
      "source_ref": "IEA CCUS Technology Report 2024; NETL Cost and Performance Baseline for Coal CCUS; China MOST CCUS project data (Jilin CCS pilot, Yanchang CCS)",
      "confidence": "medium",
      "sensitivity": "Medium \u2014 first commercial-scale coal CCUS in China would establish cost/performance baseline; mapped to BECCS proxy in CE v3.7.0 (acknowledged approximation); actual cost may be 15\u201325% higher than benchmark"
    },
    {
      "claim": "Loess Plateau wind resource: Class II-III, 6.5-8.0 m/s at 120m hub height; 28% capacity factor",
      "value": "SGCC wind resource survey (northern prefectures Datong, Shuozhou): 6.5-8.0 m/s at 120m; Class II-III; CF 28% expected at 8% curtailment",
      "source_type": "documented",
      "source_ref": "China Meteorological Administration wind resource atlas (2022); SGCC North China Grid wind integration study; CPTA (China Photovoltaic and Wind Power Alliance) 2024",
      "confidence": "medium",
      "sensitivity": "Low \u2014 wind resource is well-characterised; capacity factor sensitive to turbine height and curtailment rate; 28% is conservative base; upside if curtailment improves"
    },
    {
      "claim": "EU CBAM exposure: Shanxi steel + rare earth exports $0.72B/yr by 2035",
      "value": "TISCO EU specialty steel exports: ~$4.2B/yr; embedded CO2 at 900 g/kWh = ~18 Mt CO2 per TWh; CBAM at \u20ac85/t \u2248 $0.52B/yr; rare earth oxide $0.20B/yr additional = $0.72B total",
      "source_type": "modeled",
      "source_ref": "TISCO annual report 2024; EU CBAM provisional regulation (2023); China Rare Earth Group export statistics 2024; CE scenario modelling",
      "confidence": "low",
      "sensitivity": "High \u2014 EU CBAM methodology for steel and rare earth still being developed; if scope expands to include process emissions (EAF + arc furnace), CBAM exposure doubles; if only power emissions: $0.52B"
    },
    {
      "claim": "CDB green loan at 3.2% fixed, 20-year, \u00a535B ($4.9B) commitment for Dual-Carbon",
      "value": "CDB green loan programme: base rate 3.2% for provincial Dual-Carbon mandates; 20-year tenor with grace period; Shanxi comparable to Gansu, Qinghai provincial green commitments",
      "source_type": "assumed",
      "source_ref": "CDB 2024 green finance annual report; PBOC green finance pilot zone comparables; IEA China Dual-Carbon finance landscape review 2024",
      "confidence": "medium",
      "sensitivity": "Medium \u2014 CDB rate is policy decision; 50 bps widening possible under tighter macro conditions; 20-year tenor assumption depends on central government Dual-Carbon policy continuity"
    },
    {
      "claim": "38,000 Shanxi workers in steel, metallurgy, and coke exposed to transition risk",
      "value": "Shanxi steel: 18,500 workers; coke chemicals: 11,200; coal-captive power: 8,300 = 38,000 total in transition-exposed industrial base",
      "source_type": "documented",
      "source_ref": "Shanxi Provincial Human Resources Department 2024; NBS Provincial Industry Employment Survey; ILO China just transition assessment 2024",
      "confidence": "medium",
      "sensitivity": "Low \u2014 employment data is well-documented; social stability risk is high if closure sequencing is rapid; provincial government has just-transition re-skilling program for 20,000 targeted workers by 2030"
    }
  ],
  "methodological_basis": {
    "parent_model": "CE Solution Scale",
    "parent_model_url": "https://ce.drel.us/models/ce-solution-scale",
    "framework_version": "v3.7",
    "scenario_class": "Power Transition / Industrial Transition",
    "inheritance_statement": "This scenario is a structured downstream instantiation of the CE Solution Scale framework, applying its carbon-budget logic, energy-transition scaling, bottleneck risk engine, infrastructure dependency layer, jurisdictional constraint engine, governance maturity framework, and institutional constraint framework to Shanxi Province's coal-to-clean transition under China's Dual Carbon mandate and provincial carbon market integration.",
    "inherited_dimensions": [
      "Carbon-budget logic and emissions trajectory modeling",
      "Energy-transition scaling and technology cost curves",
      "CAPEX/OPEX framework and infrastructure investment modeling",
      "Bottleneck risk engine and deployment constraint analysis",
      "Jurisdictional constraint engine and regulatory pathway modeling",
      "Infrastructure dependency modeling and grid integration analysis",
      "Sensitivity analysis structure and parameter uncertainty bounds",
      "Governance maturity framework and institutional readiness scoring",
      "Institutional interpretation layer and sovereign risk transmission"
    ],
    "module_status": {
      "active": [
        "Climate Forcing Model",
        "Carbon Budget Engine",
        "Energy Transition Scaling",
        "CAPEX/OPEX Framework",
        "Bottleneck Risk Engine",
        "Infrastructure Dependency Layer",
        "Economic Transition Model",
        "Sovereign Risk Engine",
        "Jurisdictional Constraint Engine",
        "Sensitivity Analysis Engine",
        "Governance Maturity Framework",
        "Institutional Constraint Framework",
        "Migration & Displacement Model"
      ],
      "partial": [
        "Insurance Repricing Model"
      ],
      "not_yet_implemented": [
        "Monte Carlo Uncertainty Engine",
        "Dynamic Commodity Markets",
        "Multi-Agent Political Instability Model"
      ]
    }
  },
  "key_calculations": [
    {
      "label": "Mandate emissions ceiling",
      "formula": "Ceiling = Baseline emissions \u00d7 (1 \u2212 reduction_pct / 100)",
      "values": "Ceiling = 38.2 Mt \u00d7 (1 \u2212 35%) = 24.8 Mt CO\u2082/yr by 2035",
      "basis": "Derived from scenario mandate parameters; see \u00a73 Mandate"
    },
    {
      "label": "Required annual emissions reduction rate",
      "formula": "Annual rate = (Baseline \u2212 Ceiling) \u00f7 Horizon years",
      "values": "Annual rate = (38.2 Mt \u2212 24.8 Mt) \u00f7 9 yr = 1.49 Mt CO\u2082/yr",
      "basis": "Linear reduction assumption; actual trajectory front-loaded in tech-vector deployment phase"
    },
    {
      "label": "Net transition benefit (10-year NPV)",
      "formula": "Net benefit = Cost of inaction \u2212 Cost of transition (10-yr NPV)",
      "values": "Net benefit = $9.2B inaction \u2212 $4.4B transition cost = $4.8B",
      "basis": "CE modelled; inaction cost includes non-compliance penalties, foregone IRA/concessional support, and stranded asset acceleration"
    },
    {
      "label": "Coal mine closure compensation fund requirement",
      "formula": "Compensation = Workers displaced \u00d7 avg annual wage \u00d7 transition support multiplier",
      "values": "280,000 workers \u00d7 CNY 68,000/yr \u00d7 2.5yr support = CNY 47.6B \u2248 $6.6B provincial fiscal obligation",
      "worker_count_scope_note": "AUDIT FLAG (MEDIUM): The 280,000 figure is total Shanxi coal sector employment (miners, transport, processing, support services) and represents the full coal mine closure compensation obligation. This is distinct from the assumption_register figure of 38,000 workers in power-sector-exposed industries (steel 18,500, coke chemicals 11,200, captive power 8,300). The $6.6B fiscal obligation covers the broader coal sector transition; the 38,000 figure captures the industrial workforce most immediately exposed to the power mandate. Both figures are internally consistent but serve different analytical purposes. Shanxi total coal employment source: National Bureau of Statistics Provincial Industrial Employment Survey 2024.",
      "basis": "Shanxi SAMR employment data; NDRC coal transition guidance; provincial fiscal capacity analysis"
    }
  ],
  "data_freshness": {
    "overall_confidence": "medium",
    "last_data_review": "2026-05-19",
    "next_review_recommended": "2026-Q3",
    "assessment": "Provincial ETS quota data partially available; coal mine retirement schedule subject to 14th Five-Year Plan revision cycle (2026). SGCC transmission expansion commitments pending finalisation.",
    "stale_indicators": [
      "Shanxi ETS quota allocation \u2014 subject to Q2 2026 revision",
      "14th Five-Year Plan coal transition targets \u2014 under review"
    ]
  },
  "decision_implications": [
    {
      "actor": "Shanxi Provincial Government",
      "actor_type": "government",
      "action": "Issue Phase 1 coal mine retirement permits for 8 GW scheduled closures; activate closure compensation fund",
      "deadline": "2027-Q1",
      "consequence_if_delayed": "Coal overcapacity continues; ETS carbon price inadequate to fund transition; Dual Carbon mandate target compromised",
      "leverage": "critical"
    },
    {
      "actor": "NDRC / Ministry of Ecology and Environment",
      "actor_type": "regulator",
      "action": "Approve Shanxi-specific carbon quota allocation under national ETS; tighten allowances to create credible investment signal",
      "deadline": "2026-Q4",
      "consequence_if_delayed": "Coal operators receive excess allowances; ETS price signal insufficient; transition investment deferred",
      "leverage": "critical"
    },
    {
      "actor": "SGCC North China Grid",
      "actor_type": "utility",
      "action": "Approve and fund transmission capacity expansion for 40 GW new renewable integration in Shanxi and Inner Mongolia",
      "deadline": "2027-Q4",
      "consequence_if_delayed": "Renewable curtailment exceeds 30%; wind and solar investment returns become negative; clean capacity build-out halts",
      "leverage": "high"
    },
    {
      "actor": "China Development Bank (CDB)",
      "actor_type": "finance",
      "action": "Deploy provincial coal transition fund for Phase 1 mine closure worker compensation (CNY 47.6B)",
      "deadline": "2027-Q2",
      "consequence_if_delayed": "Mine closures trigger labour unrest; provincial government resists Dual Carbon mandate; 280,000 displaced workers without income support",
      "leverage": "high"
    },
    {
      "actor": "Ministry of Civil Affairs",
      "actor_type": "government",
      "action": "Activate coal worker resettlement, retraining and social support programme across Shanxi affected counties",
      "deadline": "2027-Q2",
      "consequence_if_delayed": "Social stability risk elevates; local government fiscal capacity overwhelmed; provincial compliance with national mandate deteriorates",
      "leverage": "medium"
    }
  ],
  "failure_conditions": [
    "SGCC Xinzhou-Taiyuan 500kV corridor delayed beyond 2028, maintaining wind curtailment at 8% rather than 4% \u2014 under base-case curtailment the wind tech vector delivers only 5.3 Mt (not 5.8 Mt), causing the mandate to fail by 0.1 Mt and creating a double-risk scenario if the CO\u2082 pipeline is also delayed",
    "Cross-border CO\u2082 pipeline approval (Shanxi \u2192 Inner Mongolia AR, 120 km) delayed beyond 2029-Q4, deferring CCUS contribution (2.5 Mt/yr) beyond the 2030 national carbon peak sub-milestone \u2014 causes 1.5\u20132.0 Mt sub-milestone miss, triggers central government audit and provincial bond spread widening of 40 bps",
    "Yellow River severe drought (1-in-20 year: flow -35%) restricts pumped hydro to 150 cycles/yr (from 280 base) and forces CCGT cooling curtailment, adding 0.8 Mt extra emissions in drought year and pushing the mandate deadline to 2036 under a compound drought + pipeline delay scenario",
    "China ETS carbon price fails to escalate above \u00a5130/t by 2032 (political economy: coal employment concerns), reducing the fiscal incentive for coal plant retirement to below the CAPEX break-even threshold for early subcritical coal closure \u2014 2.5 GW coal decommissioning timeline slips by 2\u20133 years",
    "CDB green loan disbursement for Phase 1 (\u00a535B, $4.9B) delayed beyond 2027-Q2 due to coal employment concerns or macro credit tightening \u2014 construction pipeline stalls; wind procurement contracts lapse; mandate trajectory falls off the 2030 carbon peak sub-milestone path",
    "38,000 industrial workers (steel, metallurgy, coke, captive power) do not receive just-transition packages by 2028, triggering social stability interventions that cause provincial government to reverse or delay coal plant retirement sequencing under central stability mandates"
  ],
  "decision_windows": [
    {
      "id": "dw_01",
      "actor_type": "sovereign_treasury",
      "region": "Shanxi Province / SGCC North China Grid",
      "decision": "SGCC finalises Xinzhou-Taiyuan 500kV corridor construction contract by 2026-Q4 and commits to full commissioning by 2028-Q3, reducing wind curtailment from 8% to 4% \u2014 the condition under which the wind tech vector delivers 5.8 Mt (mandate-compliant) rather than 5.3 Mt (mandate-deficient)",
      "time_horizon": "medium_term",
      "deadline": "2026-Q4",
      "fiscal_instrument": "other",
      "consequence_if_missed": "Wind abatement falls to base-case 5.3 Mt; mandate total drops to 13.3 Mt vs 13.4 Mt needed; combined with any pipeline delay, mandate fails without additional vector or ETS-driven demand response exceeding 1.3 Mt",
      "no_regret": true
    },
    {
      "id": "dw_02",
      "actor_type": "multilateral_lender",
      "region": "Shanxi Province / China (CDB + PBOC)",
      "decision": "China Development Bank finalises \u00a535B ($4.9B) green loan facility for Shanxi wind and solar Phase 1 by 2027-Q1, with coal mine closure fund co-investment (\u00a512B provincial equity) committed simultaneously",
      "time_horizon": "immediate",
      "deadline": "2027-Q1",
      "fiscal_instrument": "concessional_facility",
      "consequence_if_missed": "Wind and solar construction ramp delayed by 12\u201318 months; 2030 carbon peak sub-milestone missed; CDB disbursement gap cannot be filled by AIIB or PBOC alone at this scale",
      "no_regret": true
    },
    {
      "id": "dw_03",
      "actor_type": "sovereign_treasury",
      "region": "Shanxi Province / Inner Mongolia AR (NDRC)",
      "decision": "NDRC approves cross-border CO\u2082 pipeline route (Shanxi \u2192 Inner Mongolia, 120 km) and initiates construction by 2027-Q2, targeting Ordos Basin injection commissioning by 2029-Q4 (just-in-time for 2030 carbon peak sub-milestone)",
      "time_horizon": "medium_term",
      "deadline": "2027-Q2",
      "fiscal_instrument": "other",
      "consequence_if_missed": "CCUS 2.5 Mt contribution deferred to 2032+; 2030 sub-milestone missed by 1.5\u20132.0 Mt; ETS non-compliance costs spike; provincial bond spread widens; national carbon peak compliance at risk for Shanxi",
      "no_regret": false
    },
    {
      "id": "dw_04",
      "actor_type": "institutional_investor",
      "region": "Shanxi Province (Yellow River tributaries)",
      "decision": "NDRC Energy Planning review approves 1.2 GW pumped hydro on Fen/Qin River tributaries by 2027-Q4, with Yellow River Conservancy Commission water allocation quota confirmed, enabling commissioning by 2030-Q2 for grid balancing in high-VRE mandate fleet",
      "time_horizon": "medium_term",
      "deadline": "2027-Q4",
      "fiscal_instrument": "bond_issuance",
      "consequence_if_missed": "Grid reliability at risk with 8.5 GW VRE and no long-duration storage; coal baseload must be retained at higher CF to provide balancing, reducing mandate abatement from coal retirement vector by 0.5\u20131.0 Mt",
      "no_regret": true
    },
    {
      "id": "dw_05",
      "actor_type": "sovereign_treasury",
      "region": "Shanxi Province / Ministry of Human Resources",
      "decision": "Shanxi Provincial Government activates just-transition programme for 38,000 power-sector-exposed workers (steel, coke, captive power) by 2027-Q2, with funded re-skilling for 20,000 targeted workers and sequenced mine closure linked to social stability verification milestones",
      "time_horizon": "immediate",
      "deadline": "2027-Q2",
      "fiscal_instrument": "other",
      "consequence_if_missed": "Social stability pressure causes provincial government to delay or reverse coal plant retirement sequencing; 2030 carbon peak sub-milestone at risk; central government may intervene to slow mandate pace under social stability mandate",
      "no_regret": true
    }
  ]
}