UIE8.GIGASolarFI~Integration Module

import numpy as np

class SolarConductor:
    def __init__(self, name, efficiency, area, temp_coeff=-0.004):
        self.name = name
        self.efficiency = efficiency  # e.g., 0.20 for 20%
        self.area = area              # Square meters
        self.temp_coeff = temp_coeff  # Power loss per degree above 25°C

    def calculate_output(self, irradiance, ambient_temp):
        """Calculates power output in Watts."""
        # Standard Operating Temperature adjustment
        cell_temp = ambient_temp + (irradiance * 0.025) 
        temp_correction = 1 + self.temp_coeff * (cell_temp - 25)
        
        power = self.area * irradiance * self.efficiency * max(0, temp_correction)
        return round(power, 2)

# --- Define Different System Types ---
systems = [
    SolarConductor("Residential_Silicon", 0.18, 1.6),
    SolarConductor("Industrial_ThinFilm", 0.12, 10.0),
    SolarConductor("HighEfficiency_Gallium", 0.30, 0.5)
]

# --- Run Simulation (Example: High Noon in Anderson Creek) ---
irradiance = 1000  # W/m^2
temperature = 22   # Celsius

print(f"--- Solar Output Simulation ({irradiance} W/m² at {temperature}°C) ---")
for sys in systems:
    output = sys.calculate_output(irradiance, temperature)
    print(f"[{