muhammadshaheryar commited on
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Create app.py

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  1. app.py +88 -0
app.py ADDED
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+ import numpy as np
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+ import matplotlib.pyplot as plt
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+ import streamlit as st
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+
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+ # Define the calculation function
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+ def calculate_relay_curve(tr_kva, tr_volt, ct_pr, ct_sec, fac, tms, i_f_fac, curve):
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+ # Calculate transformer current
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+ tr_curr = round(tr_kva / (tr_volt * np.sqrt(3)), 3)
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+ pick = round(fac * tr_curr / ct_pr, 3) # Pickup value in multiples of In
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+ i_f = round(i_f_fac * tr_curr * fac, 3) # Fault current in amps
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+
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+ # Select curve coefficients based on relay type
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+ if curve == 'IEC Normal Inverse':
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+ b_ = 0.14
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+ a_ = 0.02
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+ elif curve == 'IEC Very Inverse':
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+ b_ = 13.5
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+ a_ = 1
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+ elif curve == 'IEC Extremely Inverse':
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+ b_ = 80
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+ a_ = 2.0
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+ elif curve == 'IEC Long Time Inverse':
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+ b_ = 120
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+ a_ = 1.0
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+ else:
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+ st.error("Invalid Curve Selected.")
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+ return
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+
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+ # Calculate fault trip time
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+ try:
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+ fault_time = b_ * tms / (((i_f * (ct_sec / ct_pr) / (pick * ct_sec)) ** a_) - 1)
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+ except ZeroDivisionError:
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+ st.error("Error: Division by zero in fault trip time calculation. Check input values.")
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+ return
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+
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+ # Generate data for the relay curve (current vs time)
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+ x_curr = np.linspace(pick * ct_pr * 1.1, pick * ct_pr * 5, 500)
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+ y_time = []
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+ for x in x_curr:
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+ try:
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+ time = b_ * tms / (((x * (ct_sec / ct_pr) / (pick * ct_sec)) ** a_) - 1)
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+ y_time.append(time if time > 0 else np.nan) # Avoid negative/undefined times
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+ except ZeroDivisionError:
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+ y_time.append(np.nan)
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+
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+ # Display results
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+ st.write('### Results:')
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+ st.write(f'**Rated Current:** {tr_curr} A')
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+ st.write(f'**Pickup:** {pick} x In')
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+ st.write(f'**Fault Current:** {i_f} A')
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+ st.write(f'**Trip Time:** {round(fault_time, 3)} sec')
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+
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+ # Plot the relay curve
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+ fig, ax = plt.subplots(figsize=(10, 6))
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+ ax.plot(x_curr, y_time, label="Relay Curve", color='blue')
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+
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+ # Mark the fault current and trip time on the graph
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+ ax.axvline(x=i_f, color='red', linestyle='--', label=f"Fault Current: {i_f} A")
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+ ax.axhline(y=fault_time, color='green', linestyle='--', label=f"Trip Time: {round(fault_time, 3)} sec")
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+
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+ # Adding labels and title
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+ ax.set_xlabel('Current (Amp)')
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+ ax.set_ylabel('Time (sec)')
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+ ax.set_title(f"Relay Curve: {curve}")
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+
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+ # Adding a legend
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+ ax.legend()
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+
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+ # Show the plot
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+ st.pyplot(fig)
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+
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+ # Streamlit app layout
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+ st.title("Relay Curve Calculator")
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+ st.sidebar.header("Input Parameters")
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+
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+ # Input fields
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+ tr_kva = st.sidebar.number_input("Transformer Rating (kVA)", min_value=1.0, value=1000.0, step=1.0)
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+ tr_volt = st.sidebar.number_input("Transformer Voltage (V)", min_value=1.0, value=11000.0, step=1.0)
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+ ct_pr = st.sidebar.number_input("CT Primary (Amp)", min_value=1.0, value=200.0, step=1.0)
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+ ct_sec = st.sidebar.number_input("CT Secondary (Amp)", min_value=1.0, value=5.0, step=1.0)
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+ fac = st.sidebar.number_input("Fault Anticipation Factor", min_value=1.0, value=1.2, step=0.1)
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+ tms = st.sidebar.number_input("Time Multiplier Setting (TMS)", min_value=0.01, value=0.1, step=0.01)
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+ i_f_fac = st.sidebar.number_input("Fault Current Multiplier", min_value=1.0, value=10.0, step=0.1)
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+ curve = st.sidebar.selectbox("Relay Curve Type", ['IEC Normal Inverse', 'IEC Very Inverse', 'IEC Extremely Inverse', 'IEC Long Time Inverse'])
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+
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+ # Run the calculation when the button is clicked
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+ if st.sidebar.button("Calculate"):
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+ calculate_relay_curve(tr_kva, tr_volt, ct_pr, ct_sec, fac, tms, i_f_fac, curve)