Create app.py

app.py

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+!pip install gradio
+# Import necessary libraries
+import gradio as gr
+
+# Function to calculate load distribution
+def load_calculation(load_rating, num_of_loads, voltage, load_type):
+    # Constants
+    safety_factor = 1.25  # 25% safety margin
+    cable_size_factor = 1.5  # Approximation factor for cable size
+
+    # Calculate total load (kW to kVA conversion for inductive loads)
+    if load_type == "Inductive":
+        total_load = load_rating * num_of_loads * 1.2  # Assuming 0.8 power factor
+    else:
+        total_load = load_rating * num_of_loads
+
+    # Calculate current
+    current = (total_load * 1000) / (voltage * (3**0.5) if voltage > 240 else voltage)
+
+    # Calculate breaker size
+    breaker_size = round(current * safety_factor, 2)
+
+    # Calculate cable size (approximation)
+    cable_size = round(current * cable_size_factor, 2)
+
+    # Return the results
+    return f"""
+    Total Load: {round(total_load, 2)} kW
+    Recommended Breaker Size: {breaker_size} A
+    Suggested Cable Size: {cable_size} mm²
+    """
+
+# Gradio interface
+def interface():
+    # Inputs
+    load_rating = gr.Number(label="Load Rating per Device (kW)")
+    num_of_loads = gr.Number(label="Number of Loads")
+    voltage = gr.Number(label="Voltage (230V for single-phase, 400V for three-phase)")
+    load_type = gr.Dropdown(choices=["Resistive", "Inductive"], label="Load Type")
+
+    # Outputs
+    output = gr.Textbox(label="Load Calculation Results")
+
+    # Launch the Gradio app
+    gr.Interface(
+        fn=load_calculation,
+        inputs=[load_rating, num_of_loads, voltage, load_type],
+        outputs=output,
+        title="Load Calculation Assistant",
+        description="Calculate load, breaker size, and cable size for electrical systems."
+    ).launch()
+
+# Run the interface
+interface()