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      "generator_DC_J": 20727.41217999324,
      "warm_air_blower_DC_J": 8710.671215090973,
      "compressor_motor_DC_J": 0.0,
      "controls_DC_J": 2000.0,
      "turbine_shaft_J": 78552.84312762332,
      "compressor_shaft_J": 53301.489743858925,
      "internally_recovered_heat_J": 255681.26927148216,
      "heat_supplied_J": 108381.1402903964,
      "cold_bath_heat_received_J": 83129.78690663201,
      "coolant_nitrogen_boiloff_kg": 0.4173683821847286,
      "unspent_coolant_before_unknown_startup_kg": 5.582631617815271,
      "prepared_heat_source_air_kg": 30.0,
      "active_heat_source_air_kg": 30.0,
      "bypassed_air_retained_at_300K_kg": 0.0,
      "heat_source_final_K": 296.665289015031,
      "compressed_gas_before_recuperator_K": 115.94988496149708,
      "compressed_gas_after_recuperator_K": 237.98881716118004,
      "turbine_gas_before_recuperator_K": 252.132975621819,
      "turbine_gas_after_recuperator_K": 129.4971529345656,
      "warm_core_required_UA_W_K": 195.14070508917973,
      "cold_core_required_UA_W_K": 149.39986172651112,
      "recuperator_required_UA_W_K": 916.7803898290178,
      "recuperator_minimum_pinch_K": 13.547267973068529,
      "total_resource_availability_used_J": 233650.36255420346,
      "exergy_destroyed_J": 223633.62158930118,
      "total_entropy_generation_J_K": 762.8641364124138,
      "complete_first_law_residual_J": -1.7826096154749393e-10,
      "exergy_entropy_identity_residual_J": 2.0954757928848267e-09,
      "net_gain_from_base_J": -4898.109101978065,
      "coolant_reduction_from_base_fraction": 0.7517461419917146
    },
    {
      "recuperator_effectiveness_target": 0.9,
      "recuperator_pressure_loss_each_side_Pa_target": 2000.0,
      "warm_air_bypass_enabled": true,
      "net_steady_DC_J": 16144.394795276192,
      "generator_DC_J": 20727.41217999324,
      "warm_air_blower_DC_J": 2583.0173847170495,
      "compressor_motor_DC_J": 0.0,
      "controls_DC_J": 2000.0,
      "turbine_shaft_J": 78552.84312762332,
      "compressor_shaft_J": 53301.489743858925,
      "internally_recovered_heat_J": 255681.26927148216,
      "heat_supplied_J": 108381.1402903964,
      "cold_bath_heat_received_J": 83129.78690663201,
      "coolant_nitrogen_boiloff_kg": 0.4173683821847286,
      "unspent_coolant_before_unknown_startup_kg": 5.582631617815271,
      "prepared_heat_source_air_kg": 30.0,
      "active_heat_source_air_kg": 8.89604481997455,
      "bypassed_air_retained_at_300K_kg": 21.10395518002545,
      "heat_source_final_K": 288.1375619304995,
      "compressed_gas_before_recuperator_K": 115.94988496149708,
      "compressed_gas_after_recuperator_K": 237.98881716118004,
      "turbine_gas_before_recuperator_K": 252.132975621819,
      "turbine_gas_after_recuperator_K": 129.4971529345656,
      "warm_core_required_UA_W_K": 215.52282070343944,
      "cold_core_required_UA_W_K": 149.39986172651112,
      "recuperator_required_UA_W_K": 916.7803898290178,
      "recuperator_minimum_pinch_K": 13.547267973068529,
      "total_resource_availability_used_J": 232221.80020819427,
      "exergy_destroyed_J": 216077.40541291807,
      "total_entropy_generation_J_K": 737.0881985772397,
      "complete_first_law_residual_J": -1.3460521586239338e-10,
      "exergy_entropy_identity_residual_J": 2.6193447411060333e-10,
      "net_gain_from_base_J": 1229.5447283958601,
      "coolant_reduction_from_base_fraction": 0.7517461419917146
    }
  ],
  "comparison": "Same prepared 6 kg liquid nitrogen and 30 kg air at 300 K available. The bypass mode processes less of the prepared air and retains the rest unchanged. It matches the baseline active-stream outlet temperature. The recuperator has an explicit pressure loss on each nitrogen side.",
  "limits": [
    "Machine efficiencies, generator/motor and shaft targets are inherited from the pressure-loop screen.",
    "Recuperator effectiveness, pressure loss and required conductance are targets, not a core geometry or measured map.",
    "Startup, working-gas inventory, wetted-metal transients and installed mass remain unqualified.",
    "The extra core is not free hardware. No driving-energy or vehicle-performance credit is assigned."
  ]
}
