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electrical-review / artifacts / results / 15_tilt_sweep.json

498 lines · json ref:
{
  "model": "PVWatts v8, array_type=0, module_type=0, losses=14%, az=180 (matches 02)",
  "panel": "Waaree BiN-08-575 bifacial (Grade B) \u2014 BOM",
  "bifaciality": 0.8,
  "gcr": 0.3,
  "gcr_note": "Phase-1 single row -> rear gain >= this estimate; multi-row Phase 2 higher GCR/lower rear gain",
  "albedo_note": "PVWatts dataset monthly albedo (incl. snow) used; scalar override had no effect",
  "host": "https://developer.nlr.gov",
  "system_kw": 8.05,
  "lat": 44.560508971890144,
  "lon": -72.25854044101756,
  "tilt_grid": [
    10,
    15,
    20,
    25,
    30,
    35,
    40,
    45,
    50,
    55,
    60,
    65,
    70,
    75
  ],
  "baseline_tilt": 55,
  "primary_series": "BOM bifacial (ac_annual / ac_monthly); ac_annual_mono = conservative floor",
  "by_tilt": [
    {
      "tilt": 10,
      "ac_annual_mono": 9174,
      "ac_annual": 10152,
      "ac_monthly": [
        607.7,
        735.0,
        1098.3,
        1059.6,
        1102.4,
        1070.7,
        1125.1,
        1035.1,
        882.1,
        561.4,
        433.2,
        441.4
      ],
      "winter": 1784,
      "spring": 3260,
      "summer": 3231,
      "fall": 1877,
      "shoulder": 5137,
      "bifacial_gain_pct": 10.7
    },
    {
      "tilt": 15,
      "ac_annual_mono": 9449,
      "ac_annual": 10424,
      "ac_monthly": [
        650.9,
        767.2,
        1127.2,
        1075.5,
        1106.4,
        1068.9,
        1126.3,
        1048.4,
        913.6,
        593.0,
        470.1,
        476.2
      ],
      "winter": 1894,
      "spring": 3309,
      "summer": 3244,
      "fall": 1977,
      "shoulder": 5286,
      "bifacial_gain_pct": 10.3
    },
    {
      "tilt": 20,
      "ac_annual_mono": 9656,
      "ac_annual": 10622,
      "ac_monthly": [
        685.1,
        793.2,
        1149.5,
        1084.9,
        1104.1,
        1061.3,
        1121.3,
        1055.4,
        938.8,
        619.9,
        502.6,
        506.0
      ],
      "winter": 1984,
      "spring": 3338,
      "summer": 3238,
      "fall": 2061,
      "shoulder": 5400,
      "bifacial_gain_pct": 10.0
    },
    {
      "tilt": 25,
      "ac_annual_mono": 9792,
      "ac_annual": 10750,
      "ac_monthly": [
        711.9,
        814.9,
        1166.4,
        1088.9,
        1095.5,
        1048.0,
        1110.0,
        1055.7,
        957.2,
        641.8,
        530.0,
        529.5
      ],
      "winter": 2056,
      "spring": 3351,
      "summer": 3214,
      "fall": 2129,
      "shoulder": 5480,
      "bifacial_gain_pct": 9.8
    },
    {
      "tilt": 30,
      "ac_annual_mono": 9860,
      "ac_annual": 10825,
      "ac_monthly": [
        734.6,
        831.6,
        1178.9,
        1089.2,
        1082.5,
        1031.1,
        1094.8,
        1051.4,
        969.8,
        660.0,
        552.9,
        548.0
      ],
      "winter": 2114,
      "spring": 3351,
      "summer": 3177,
      "fall": 2183,
      "shoulder": 5533,
      "bifacial_gain_pct": 9.8
    },
    {
      "tilt": 35,
      "ac_annual_mono": 9864,
      "ac_annual": 10839,
      "ac_monthly": [
        752.1,
        843.7,
        1187.1,
        1084.7,
        1064.1,
        1008.8,
        1074.0,
        1040.9,
        976.0,
        673.7,
        571.4,
        562.5
      ],
      "winter": 2158,
      "spring": 3336,
      "summer": 3124,
      "fall": 2221,
      "shoulder": 5557,
      "bifacial_gain_pct": 9.9
    },
    {
      "tilt": 40,
      "ac_annual_mono": 9804,
      "ac_annual": 10805,
      "ac_monthly": [
        765.3,
        852.9,
        1192.6,
        1076.6,
        1041.3,
        982.5,
        1048.3,
        1025.2,
        976.9,
        683.7,
        586.2,
        573.3
      ],
      "winter": 2192,
      "spring": 3310,
      "summer": 3056,
      "fall": 2247,
      "shoulder": 5557,
      "bifacial_gain_pct": 10.2
    },
    {
      "tilt": 45,
      "ac_annual_mono": 9689,
      "ac_annual": 10725,
      "ac_monthly": [
        775.5,
        859.2,
        1194.7,
        1064.7,
        1013.9,
        951.9,
        1018.2,
        1004.6,
        972.9,
        689.9,
        597.4,
        581.7
      ],
      "winter": 2216,
      "spring": 3273,
      "summer": 2975,
      "fall": 2260,
      "shoulder": 5534,
      "bifacial_gain_pct": 10.7
    },
    {
      "tilt": 50,
      "ac_annual_mono": 9522,
      "ac_annual": 10605,
      "ac_monthly": [
        783.6,
        863.7,
        1194.6,
        1049.3,
        981.6,
        917.1,
        984.0,
        979.4,
        964.3,
        692.8,
        605.7,
        588.8
      ],
      "winter": 2236,
      "spring": 3226,
      "summer": 2880,
      "fall": 2263,
      "shoulder": 5488,
      "bifacial_gain_pct": 11.4
    },
    {
      "tilt": 55,
      "ac_annual_mono": 9310,
      "ac_annual": 10446,
      "ac_monthly": [
        789.4,
        866.1,
        1191.6,
        1030.2,
        945.2,
        878.9,
        945.7,
        949.7,
        951.0,
        692.5,
        611.2,
        594.5
      ],
      "winter": 2250,
      "spring": 3167,
      "summer": 2774,
      "fall": 2255,
      "shoulder": 5422,
      "bifacial_gain_pct": 12.2
    },
    {
      "tilt": 60,
      "ac_annual_mono": 9058,
      "ac_annual": 10238,
      "ac_monthly": [
        793.1,
        866.5,
        1185.7,
        1006.4,
        903.4,
        835.6,
        902.0,
        913.8,
        931.3,
        688.4,
        613.8,
        598.6
      ],
      "winter": 2258,
      "spring": 3096,
      "summer": 2651,
      "fall": 2234,
      "shoulder": 5329,
      "bifacial_gain_pct": 13.0
    },
    {
      "tilt": 65,
      "ac_annual_mono": 8769,
      "ac_annual": 10004,
      "ac_monthly": [
        795.2,
        865.2,
        1177.8,
        980.1,
        858.8,
        790.6,
        857.2,
        874.8,
        907.4,
        681.7,
        614.4,
        601.2
      ],
      "winter": 2262,
      "spring": 3017,
      "summer": 2523,
      "fall": 2204,
      "shoulder": 5220,
      "bifacial_gain_pct": 14.1
    },
    {
      "tilt": 70,
      "ac_annual_mono": 8465,
      "ac_annual": 9741,
      "ac_monthly": [
        796.0,
        862.8,
        1168.4,
        950.6,
        811.1,
        743.5,
        810.5,
        832.5,
        878.5,
        672.0,
        613.1,
        602.6
      ],
      "winter": 2261,
      "spring": 2930,
      "summer": 2386,
      "fall": 2164,
      "shoulder": 5094,
      "bifacial_gain_pct": 15.1
    },
    {
      "tilt": 75,
      "ac_annual_mono": 8197,
      "ac_annual": 9459,
      "ac_monthly": [
        795.8,
        859.6,
        1158.1,
        919.4,
        761.7,
        694.7,
        762.3,
        788.2,
        845.8,
        659.5,
        610.3,
        603.2
      ],
      "winter": 2259,
      "spring": 2839,
      "summer": 2245,
      "fall": 2116,
      "shoulder": 4955,
      "bifacial_gain_pct": 15.4
    }
  ],
  "annual_optimal": {
    "tilt": 35,
    "ac_annual": 10839
  },
  "season_optimal": {
    "winter": {
      "tilt": 65,
      "kwh": 2262
    },
    "spring": {
      "tilt": 25,
      "kwh": 3351
    },
    "summer": {
      "tilt": 15,
      "kwh": 3244
    },
    "fall": {
      "tilt": 50,
      "kwh": 2263
    }
  },
  "shoulder_optimal": {
    "tilt": 35,
    "kwh": 5557
  },
  "fixed_55": {
    "ac_annual": 10446,
    "ac_annual_mono": 9310,
    "bifacial_gain_pct": 12.2,
    "ac_monthly": [
      789.4,
      866.1,
      1191.6,
      1030.2,
      945.2,
      878.9,
      945.7,
      949.7,
      951.0,
      692.5,
      611.2,
      594.5
    ],
    "winter": 2250,
    "spring": 3167,
    "summer": 2774,
    "fall": 2255,
    "shoulder": 5422
  },
  "schedules": {
    "fixed_55": 10446,
    "fixed_annual_optimal": {
      "tilt": 35,
      "annual_kwh": 10839
    },
    "two_position": {
      "summer_half_tilt": 20,
      "winter_half_tilt": 60,
      "annual_kwh": 11112
    },
    "four_position": {
      "per_season": {
        "winter": {
          "tilt": 65,
          "kwh": 2262
        },
        "spring": {
          "tilt": 25,
          "kwh": 3351
        },
        "summer": {
          "tilt": 15,
          "kwh": 3244
        },
        "fall": {
          "tilt": 50,
          "kwh": 2263
        }
      },
      "annual_kwh": 11120
    },
    "four_position_recommended": {
      "per_season_tilt": {
        "winter": 55,
        "spring": 35,
        "summer": 30,
        "fall": 45
      },
      "annual_kwh": 11023
    }
  },
  "deltas_vs_fixed55": {
    "fixed_annual_optimal": {
      "kwh": 393,
      "pct": 3.76
    },
    "two_position": {
      "kwh": 666,
      "pct": 6.38
    },
    "four_position": {
      "kwh": 674,
      "pct": 6.45
    },
    "four_position_recommended": {
      "kwh": 577,
      "pct": 5.52
    },
    "shoulder_only_at_shoulder_opt": {
      "tilt": 35,
      "kwh": 135,
      "pct": 2.49,
      "note": "spring+fall energy only (BOM bifacial), shoulder-optimal tilt vs fixed 55"
    }
  }
}