Urbin4hd File

High-density models often show bias due to microclimate and shading errors.

Recommended calibration steps:

  • Use Bayesian calibration or Morris method for sensitivity analysis (Python library SALib).

    • Typical accuracy target after calibration:
    NMBE ≤ ±5%, CV(RMSE) ≤ 30% (hourly district aggregate). URBiN4HD

    Before using URBiN4HD, ensure you have:

    urbin4hd aggregate --results results/ --output district_loads.csv High-density models often show bias due to microclimate

    Flags explained:

    pip install -r requirements.txt