Upload app.py
Browse files- src/app.py +264 -0
src/app.py
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| 1 |
+
"""
|
| 2 |
+
Streamlit App for PVD Consolidation Analysis
|
| 3 |
+
Shows settlement vs time curve
|
| 4 |
+
"""
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| 5 |
+
|
| 6 |
+
import streamlit as st
|
| 7 |
+
import numpy as np
|
| 8 |
+
import matplotlib.pyplot as plt
|
| 9 |
+
from pvd_consolidation import PVDConsolidation, SoilLayer, PVDProperties
|
| 10 |
+
|
| 11 |
+
# Page configuration
|
| 12 |
+
st.set_page_config(
|
| 13 |
+
page_title="PVD Consolidation Analysis", page_icon="📊", layout="wide"
|
| 14 |
+
)
|
| 15 |
+
|
| 16 |
+
# Title
|
| 17 |
+
st.title("🏗️ PVD Consolidation Analysis")
|
| 18 |
+
st.markdown("### Settlement vs Time Calculator")
|
| 19 |
+
|
| 20 |
+
# Sidebar for inputs
|
| 21 |
+
st.sidebar.header("Input Parameters")
|
| 22 |
+
|
| 23 |
+
# Soil Layer Inputs
|
| 24 |
+
st.sidebar.subheader("Soil Properties")
|
| 25 |
+
n_layers = st.sidebar.number_input(
|
| 26 |
+
"Number of Layers", min_value=1, max_value=10, value=1
|
| 27 |
+
)
|
| 28 |
+
|
| 29 |
+
layers = []
|
| 30 |
+
for i in range(n_layers):
|
| 31 |
+
st.sidebar.markdown(f"**Layer {i + 1}**")
|
| 32 |
+
col1, col2 = st.sidebar.columns(2)
|
| 33 |
+
|
| 34 |
+
with col1:
|
| 35 |
+
thickness = st.number_input(
|
| 36 |
+
f"Thickness (m)", min_value=0.1, value=10.0, step=0.5, key=f"thick_{i}"
|
| 37 |
+
)
|
| 38 |
+
Cv = st.number_input(
|
| 39 |
+
f"Cv (m²/yr)", min_value=0.01, value=0.5, step=0.1, key=f"cv_{i}"
|
| 40 |
+
)
|
| 41 |
+
Ch = st.number_input(
|
| 42 |
+
f"Ch (m²/yr)", min_value=0.01, value=2.0, step=0.1, key=f"ch_{i}"
|
| 43 |
+
)
|
| 44 |
+
RR = st.number_input(
|
| 45 |
+
f"RR", min_value=0.001, value=0.05, step=0.01, format="%.3f", key=f"rr_{i}"
|
| 46 |
+
)
|
| 47 |
+
|
| 48 |
+
with col2:
|
| 49 |
+
CR = st.number_input(
|
| 50 |
+
f"CR", min_value=0.001, value=0.30, step=0.01, format="%.3f", key=f"cr_{i}"
|
| 51 |
+
)
|
| 52 |
+
sigma_ini = st.number_input(
|
| 53 |
+
f"σ'ini (kPa)", min_value=1.0, value=50.0, step=5.0, key=f"sini_{i}"
|
| 54 |
+
)
|
| 55 |
+
sigma_p = st.number_input(
|
| 56 |
+
f"σ'p (kPa)", min_value=1.0, value=80.0, step=5.0, key=f"sp_{i}"
|
| 57 |
+
)
|
| 58 |
+
|
| 59 |
+
layers.append(
|
| 60 |
+
SoilLayer(
|
| 61 |
+
thickness=thickness,
|
| 62 |
+
Cv=Cv,
|
| 63 |
+
Ch=Ch,
|
| 64 |
+
RR=RR,
|
| 65 |
+
CR=CR,
|
| 66 |
+
sigma_ini=sigma_ini,
|
| 67 |
+
sigma_p=sigma_p,
|
| 68 |
+
)
|
| 69 |
+
)
|
| 70 |
+
|
| 71 |
+
st.sidebar.markdown("---")
|
| 72 |
+
|
| 73 |
+
# PVD Properties
|
| 74 |
+
st.sidebar.subheader("PVD Properties")
|
| 75 |
+
col1, col2 = st.sidebar.columns(2)
|
| 76 |
+
|
| 77 |
+
with col1:
|
| 78 |
+
dw = st.number_input(
|
| 79 |
+
"Drain diameter dw (m)", min_value=0.01, value=0.05, step=0.01, format="%.3f"
|
| 80 |
+
)
|
| 81 |
+
ds = st.number_input(
|
| 82 |
+
"Smear zone ds (m)", min_value=0.01, value=0.15, step=0.01, format="%.3f"
|
| 83 |
+
)
|
| 84 |
+
De = st.number_input("Unit cell De (m)", min_value=0.1, value=1.5, step=0.1)
|
| 85 |
+
L_drain = st.number_input("Drain length L (m)", min_value=1.0, value=10.0, step=1.0)
|
| 86 |
+
|
| 87 |
+
with col2:
|
| 88 |
+
kh = st.number_input("kh (m/yr)", min_value=0.1, value=2.0, step=0.1)
|
| 89 |
+
ks = st.number_input("ks (m/yr)", min_value=0.1, value=1.0, step=0.1)
|
| 90 |
+
|
| 91 |
+
well_resistance = st.selectbox(
|
| 92 |
+
"Well Resistance", ["Negligible (qw → ∞)", "Custom qw"]
|
| 93 |
+
)
|
| 94 |
+
|
| 95 |
+
if well_resistance == "Custom qw":
|
| 96 |
+
qw = st.number_input("qw (m³/yr)", min_value=1.0, value=100.0, step=10.0)
|
| 97 |
+
else:
|
| 98 |
+
qw = 1e12 # Very large value for negligible resistance
|
| 99 |
+
|
| 100 |
+
pvd = PVDProperties(dw=dw, ds=ds, De=De, L_drain=L_drain, kh=kh, ks=ks, qw=qw)
|
| 101 |
+
|
| 102 |
+
# Analysis Parameters
|
| 103 |
+
st.sidebar.subheader("Analysis Parameters")
|
| 104 |
+
surcharge = st.sidebar.number_input(
|
| 105 |
+
"Surcharge (kPa)", min_value=1.0, value=100.0, step=10.0
|
| 106 |
+
)
|
| 107 |
+
t_max = st.sidebar.number_input("Max Time (years)", min_value=0.1, value=2.0, step=0.1)
|
| 108 |
+
dt = st.sidebar.number_input(
|
| 109 |
+
"Time Step (years)", min_value=0.001, value=0.01, step=0.001, format="%.3f"
|
| 110 |
+
)
|
| 111 |
+
|
| 112 |
+
# Run Analysis Button
|
| 113 |
+
if st.sidebar.button("🚀 Run Analysis", type="primary"):
|
| 114 |
+
with st.spinner("Calculating consolidation..."):
|
| 115 |
+
try:
|
| 116 |
+
# Create analysis
|
| 117 |
+
analysis = PVDConsolidation(layers, pvd, surcharge, dt)
|
| 118 |
+
|
| 119 |
+
# Calculate settlement vs time
|
| 120 |
+
time, settlement = analysis.settlement_vs_time(t_max=t_max, n_points=200)
|
| 121 |
+
settlement_mm = settlement * 1000 # Convert to mm
|
| 122 |
+
|
| 123 |
+
# Get PVD factors
|
| 124 |
+
Fn, Fs, Fr = analysis.calculate_pvd_factors()
|
| 125 |
+
F_total = Fn + Fs + Fr
|
| 126 |
+
|
| 127 |
+
# Store results in session state
|
| 128 |
+
st.session_state.time = time
|
| 129 |
+
st.session_state.settlement = settlement_mm
|
| 130 |
+
st.session_state.Fn = Fn
|
| 131 |
+
st.session_state.Fs = Fs
|
| 132 |
+
st.session_state.Fr = Fr
|
| 133 |
+
st.session_state.F_total = F_total
|
| 134 |
+
st.session_state.analysis_done = True
|
| 135 |
+
|
| 136 |
+
except Exception as e:
|
| 137 |
+
st.error(f"Error in analysis: {str(e)}")
|
| 138 |
+
st.session_state.analysis_done = False
|
| 139 |
+
|
| 140 |
+
# Display Results
|
| 141 |
+
if hasattr(st.session_state, "analysis_done") and st.session_state.analysis_done:
|
| 142 |
+
# Main plot - Settlement vs Time
|
| 143 |
+
st.subheader("Settlement vs Time")
|
| 144 |
+
|
| 145 |
+
fig, ax = plt.subplots(figsize=(12, 6))
|
| 146 |
+
ax.plot(st.session_state.time, st.session_state.settlement, "b-", linewidth=2.5)
|
| 147 |
+
ax.set_xlabel("Time (years)", fontsize=14, fontweight="bold")
|
| 148 |
+
ax.set_ylabel("Settlement (mm)", fontsize=14, fontweight="bold")
|
| 149 |
+
ax.set_title(
|
| 150 |
+
"PVD Consolidation - Settlement vs Time", fontsize=16, fontweight="bold"
|
| 151 |
+
)
|
| 152 |
+
ax.grid(True, alpha=0.3, linestyle="--")
|
| 153 |
+
ax.tick_params(labelsize=12)
|
| 154 |
+
|
| 155 |
+
# Add final settlement annotation
|
| 156 |
+
final_settlement = st.session_state.settlement[-1]
|
| 157 |
+
ax.axhline(
|
| 158 |
+
y=final_settlement,
|
| 159 |
+
color="r",
|
| 160 |
+
linestyle="--",
|
| 161 |
+
alpha=0.5,
|
| 162 |
+
label=f"Final Settlement = {final_settlement:.1f} mm",
|
| 163 |
+
)
|
| 164 |
+
ax.legend(fontsize=12)
|
| 165 |
+
|
| 166 |
+
st.pyplot(fig)
|
| 167 |
+
|
| 168 |
+
# Summary statistics
|
| 169 |
+
st.subheader("Analysis Summary")
|
| 170 |
+
|
| 171 |
+
col1, col2, col3, col4 = st.columns(4)
|
| 172 |
+
|
| 173 |
+
with col1:
|
| 174 |
+
st.metric("Final Settlement", f"{final_settlement:.1f} mm")
|
| 175 |
+
|
| 176 |
+
with col2:
|
| 177 |
+
# Find time to 90% consolidation
|
| 178 |
+
target_settlement = 0.9 * final_settlement
|
| 179 |
+
idx_90 = np.argmax(st.session_state.settlement >= target_settlement)
|
| 180 |
+
t_90 = (
|
| 181 |
+
st.session_state.time[idx_90] if idx_90 > 0 else st.session_state.time[-1]
|
| 182 |
+
)
|
| 183 |
+
st.metric("Time to 90% U", f"{t_90:.2f} years")
|
| 184 |
+
|
| 185 |
+
with col3:
|
| 186 |
+
# Find time to 50% consolidation
|
| 187 |
+
target_settlement = 0.5 * final_settlement
|
| 188 |
+
idx_50 = np.argmax(st.session_state.settlement >= target_settlement)
|
| 189 |
+
t_50 = (
|
| 190 |
+
st.session_state.time[idx_50] if idx_50 > 0 else st.session_state.time[-1]
|
| 191 |
+
)
|
| 192 |
+
st.metric("Time to 50% U", f"{t_50:.2f} years")
|
| 193 |
+
|
| 194 |
+
with col4:
|
| 195 |
+
st.metric("Total Resistance F", f"{st.session_state.F_total:.2f}")
|
| 196 |
+
|
| 197 |
+
# PVD Factors
|
| 198 |
+
st.subheader("PVD Influence Factors")
|
| 199 |
+
|
| 200 |
+
col1, col2, col3 = st.columns(3)
|
| 201 |
+
|
| 202 |
+
with col1:
|
| 203 |
+
st.metric("Geometric Factor (Fn)", f"{st.session_state.Fn:.3f}")
|
| 204 |
+
|
| 205 |
+
with col2:
|
| 206 |
+
st.metric("Smear Factor (Fs)", f"{st.session_state.Fs:.3f}")
|
| 207 |
+
|
| 208 |
+
with col3:
|
| 209 |
+
st.metric("Well Resistance (Fr)", f"{st.session_state.Fr:.3f}")
|
| 210 |
+
|
| 211 |
+
# Download data
|
| 212 |
+
st.subheader("Download Results")
|
| 213 |
+
|
| 214 |
+
# Prepare CSV data
|
| 215 |
+
csv_data = "Time (years),Settlement (mm)\n"
|
| 216 |
+
for t, s in zip(st.session_state.time, st.session_state.settlement):
|
| 217 |
+
csv_data += f"{t:.4f},{s:.2f}\n"
|
| 218 |
+
|
| 219 |
+
st.download_button(
|
| 220 |
+
label="📥 Download Settlement Data (CSV)",
|
| 221 |
+
data=csv_data,
|
| 222 |
+
file_name="settlement_data.csv",
|
| 223 |
+
mime="text/csv",
|
| 224 |
+
)
|
| 225 |
+
|
| 226 |
+
else:
|
| 227 |
+
# Initial instructions
|
| 228 |
+
st.info(
|
| 229 |
+
"👈 Configure your parameters in the sidebar and click **Run Analysis** to see results"
|
| 230 |
+
)
|
| 231 |
+
|
| 232 |
+
st.markdown("""
|
| 233 |
+
### Instructions:
|
| 234 |
+
|
| 235 |
+
1. **Soil Properties**: Enter the properties for each soil layer
|
| 236 |
+
- Thickness (m)
|
| 237 |
+
- Cv: Vertical coefficient of consolidation (m²/year)
|
| 238 |
+
- Ch: Horizontal coefficient of consolidation (m²/year)
|
| 239 |
+
- RR: Recompression ratio
|
| 240 |
+
- CR: Compression ratio
|
| 241 |
+
- σ'ini: Initial effective stress (kPa)
|
| 242 |
+
- σ'p: Preconsolidation pressure (kPa)
|
| 243 |
+
|
| 244 |
+
2. **PVD Properties**: Configure the drain installation
|
| 245 |
+
- dw: Equivalent drain diameter (m)
|
| 246 |
+
- ds: Smear zone diameter (m)
|
| 247 |
+
- De: Equivalent unit cell diameter (m)
|
| 248 |
+
- L: Drain length (m)
|
| 249 |
+
- kh: Horizontal permeability (m/year)
|
| 250 |
+
- ks: Smear zone permeability (m/year)
|
| 251 |
+
- qw: Well discharge capacity (m³/year)
|
| 252 |
+
|
| 253 |
+
3. **Analysis Parameters**:
|
| 254 |
+
- Surcharge: Applied load (kPa)
|
| 255 |
+
- Max Time: Analysis duration (years)
|
| 256 |
+
- Time Step: Calculation step size (years)
|
| 257 |
+
|
| 258 |
+
4. Click **Run Analysis** to calculate and visualize results
|
| 259 |
+
""")
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# Footer
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st.sidebar.markdown("---")
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st.sidebar.markdown("**PVD Consolidation Calculator**")
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st.sidebar.markdown("Version 1.0")
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