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Files changed (8) hide show
  1. app.py +44 -0
  2. calculation.py +44 -0
  3. cladding_data.csv +4 -0
  4. data.py +238 -0
  5. insulation_data.csv +4 -0
  6. pipe_sizes.csv +6 -0
  7. requirements.txt +3 -0
  8. steam_properties.csv +1002 -0
app.py ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import streamlit as st
2
+ import pandas as pd
3
+ import numpy as np
4
+ from calculation import SteamPipe
5
+
6
+ # Load pre-arranged data
7
+ insulation_data = pd.read_csv("insulation_data.csv")
8
+ cladding_data = pd.read_csv("cladding_data.csv")
9
+
10
+ # Streamlit UI Design
11
+ st.set_page_config(page_title="Steam Pipe Calculator", layout="wide")
12
+ st.title("🔥 Steam Pipe Heat Loss & Insulation Calculator")
13
+
14
+ # Sidebar Inputs
15
+ st.sidebar.header("Input Parameters")
16
+ steam_flow = st.sidebar.number_input("🚀 Steam Flow (Kg/hr)", min_value=1, value=1000)
17
+ inlet_pressure = st.sidebar.number_input("🔥 Inlet Steam Pressure (Kg/cm²g)", min_value=1.0, value=10.0)
18
+ superheat = st.sidebar.number_input("🌡️ Degree of Superheat (°C)", min_value=0.0, value=50.0)
19
+ steam_temp = st.sidebar.number_input("🌡️ Steam Temperature (°C)", min_value=100.0, value=200.0)
20
+ line_size = st.sidebar.selectbox("📏 Line Size (Inch)", ["1", "2", "3", "4", "6", "8", "10"])
21
+ ambient_temp = st.sidebar.number_input("🌤️ Ambient Temperature (°C)", min_value=-50.0, value=25.0)
22
+ ambient_velocity = st.sidebar.number_input("💨 Ambient Air Velocity (m/s)", min_value=0.0, value=1.0)
23
+ insulation_material = st.sidebar.selectbox("🛡️ Insulation Material", insulation_data["Material"].unique())
24
+ cladding_material = st.sidebar.selectbox("🔩 Cladding Material", cladding_data["Material"].unique())
25
+
26
+ # Perform Calculations
27
+ pipe = SteamPipe(steam_flow, inlet_pressure, superheat, steam_temp, line_size, ambient_temp, ambient_velocity, insulation_material, cladding_material)
28
+
29
+ outlet_temp, required_thickness, heat_loss = pipe.calculate()
30
+
31
+ # Display Results
32
+ st.subheader("Results")
33
+ st.metric(label="Outlet Steam Temperature (°C)", value=f"{outlet_temp:.2f}")
34
+ st.metric(label="Required Insulation Thickness (mm)", value=f"{required_thickness:.2f}")
35
+ st.metric(label="Heat Loss per Unit Length (W/m)", value=f"{heat_loss:.2f}")
36
+
37
+ # Run Streamlit App
38
+ if __name__ == "__main__":
39
+ st.write("🔍 Adjust inputs in the sidebar and view results dynamically!")
40
+
41
+
42
+
43
+
44
+
calculation.py ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import pandas as pd
2
+ import numpy as np
3
+
4
+ class SteamPipe:
5
+ def __init__(self, steam_flow, inlet_pressure, superheat, steam_temp, line_size, ambient_temp, ambient_velocity, insulation_material, cladding_material):
6
+ self.steam_flow = steam_flow
7
+ self.inlet_pressure = inlet_pressure
8
+ self.superheat = superheat
9
+ self.steam_temp = steam_temp
10
+ self.line_size = float(line_size)
11
+ self.ambient_temp = ambient_temp
12
+ self.ambient_velocity = ambient_velocity
13
+ self.insulation_material = insulation_material
14
+ self.cladding_material = cladding_material
15
+
16
+ self.load_data()
17
+
18
+ def load_data(self):
19
+ self.insulation_data = pd.read_csv("insulation_data.csv")
20
+ self.cladding_data = pd.read_csv("cladding_data.csv")
21
+ self.steam_properties = pd.read_csv("steam_properties.csv")
22
+
23
+ def calculate_heat_loss(self):
24
+ # Placeholder heat loss calculation (to be replaced with actual formula)
25
+ return np.random.uniform(50, 200) # Example random value
26
+
27
+ def calculate_insulation_thickness(self):
28
+ # Placeholder insulation thickness calculation
29
+ return np.random.uniform(10, 100) # Example random value
30
+
31
+ def calculate_outlet_temperature(self, heat_loss):
32
+ # Placeholder outlet temperature calculation
33
+ delta_T = heat_loss * 0.01 # Example coefficient
34
+ return max(self.steam_temp - delta_T, self.ambient_temp)
35
+
36
+ def calculate(self):
37
+ heat_loss = self.calculate_heat_loss()
38
+ required_thickness = self.calculate_insulation_thickness()
39
+ outlet_temp = self.calculate_outlet_temperature(heat_loss)
40
+
41
+ return outlet_temp, required_thickness, heat_loss
42
+
43
+
44
+
cladding_data.csv ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ Material,Emissivity
2
+ Aluminum,0.09
3
+ Stainless Steel,0.24
4
+ Galvanized Iron,0.28
data.py ADDED
@@ -0,0 +1,238 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ surface = {"Al, bright rolled":{"e":0.05,"A":0.25,"B":0.27},
2
+ "Al, oxidized":{"e":0.13,"A":0.31,"B":0.33},
3
+ "Steel":{"e":0.15,"A":0.32,"B":0.34},
4
+ "Galvanized sheet metal, dusty":{"e":0.44,"A":0.53,"B":0.55},
5
+ "Non metallic surface":{"e":0.95,"A":0.85,"B":0.87}}
6
+
7
+
8
+ mean_temp = {10:{"rw":0.028,"cs":0,"p":0},
9
+ 24:{"rw":0.033,"cs":0,"p":0},
10
+ 38:{"rw":0.0,"cs":0,"p":0.065},
11
+ 50:{"rw":0.043,"cs":0,"p":0},
12
+ 93:{"rw":0.0,"cs":0,"p":0.074},
13
+ 100:{"rw":0.052,"cs":0.054,"p":0},
14
+ 149:{"rw":0.0,"cs":0,"p":0.082},
15
+ 150:{"rw":0.0,"cs":0.058,"p":0},
16
+ 200:{"rw":0.068,"cs":0.063,"p":0},
17
+ 204:{"rw":0.0,"cs":0,"p":0.09},
18
+ 250:{"rw":0.0,"cs":0.068,"p":0},
19
+ 260:{"rw":0.0,"cs":0,"p":0.098},
20
+ 300:{"rw":0.0,"cs":0.074,"p":0},
21
+ 316:{"rw":0.0,"cs":0,"p":0.106},
22
+ 350:{"rw":0.0,"cs":0.082,"p":0},
23
+ 371:{"rw":0.0,"cs":0,"p":0.114},
24
+ 400:{"rw":0.0,"cs":0.11,"p":0}}
25
+
26
+
27
+ pipe_size = {
28
+ 1: {
29
+ "Globe Valve, Open": None,
30
+ "Gate Valve, Open": None,
31
+ "Angle Valve, Open": None,
32
+ "Swing Check, Open": None,
33
+ "90 Elbow": None,
34
+ "Enlargement": None,
35
+ "Contraction": None,
36
+ "Tee (Line)": None,
37
+ "Tee (Branch)": 0.04
38
+ },
39
+ 1.3: {
40
+ "Globe Valve, Open": None,
41
+ "Gate Valve, Open": None,
42
+ "Angle Valve, Open": None,
43
+ "Swing Check, Open": None,
44
+ "90 Elbow": None,
45
+ "Enlargement": None,
46
+ "Contraction": None,
47
+ "Tee (Line)": None,
48
+ "Tee (Branch)": 0.05
49
+ },
50
+ 1.5: {
51
+ "Globe Valve, Open": 17,
52
+ "Gate Valve, Open": 0,
53
+ "Angle Valve, Open": None,
54
+ "Swing Check, Open": 4,
55
+ "90 Elbow": 0.6,
56
+ "Enlargement": 0.90,
57
+ "Contraction": 0.60,
58
+ "Tee (Line)": None,
59
+ "Tee (Branch)": 0.06
60
+ },
61
+ 2: {
62
+ "Globe Valve, Open": 21.3,
63
+ "Gate Valve, Open": 0.6,
64
+ "Angle Valve, Open": None,
65
+ "Swing Check, Open": 5,
66
+ "90 Elbow": 0.9,
67
+ "Enlargement": 1.2,
68
+ "Contraction": 0.9,
69
+ "Tee (Line)": None,
70
+ "Tee (Branch)": 0.08
71
+ },
72
+ 3: {
73
+ "Globe Valve, Open": 24,
74
+ "Gate Valve, Open": 1,
75
+ "Angle Valve, Open": None,
76
+ "Swing Check, Open": 6.1,
77
+ "90 Elbow": 0.9,
78
+ "Enlargement": 1.5,
79
+ "Contraction": 0.9,
80
+ "Tee (Line)": None,
81
+ "Tee (Branch)": 0.12
82
+ },
83
+ 4: {
84
+ "Globe Valve, Open": 39.6,
85
+ "Gate Valve, Open": 0.9,
86
+ "Angle Valve, Open": None,
87
+ "Swing Check, Open": 9.8,
88
+ "90 Elbow": 1.5,
89
+ "Enlargement": 2.4,
90
+ "Contraction": 1.5,
91
+ "Tee (Line)": None,
92
+ "Tee (Branch)": 0.16
93
+ },
94
+ 6: {
95
+ "Globe Valve, Open": 61,
96
+ "Gate Valve, Open": 1,
97
+ "Angle Valve, Open": None,
98
+ "Swing Check, Open": 14.6,
99
+ "90 Elbow": 2.4,
100
+ "Enlargement": 3.7,
101
+ "Contraction": 2.1,
102
+ "Tee (Line)": None,
103
+ "Tee (Branch)": 0.24
104
+ },
105
+ 8: {
106
+ "Globe Valve, Open": 79.2,
107
+ "Gate Valve, Open": 1.8,
108
+ "Angle Valve, Open": None,
109
+ "Swing Check, Open": 19.5,
110
+ "90 Elbow": 2.7,
111
+ "Enlargement": 4.9,
112
+ "Contraction": 2.7,
113
+ "Tee (Line)": None,
114
+ "Tee (Branch)": 0.32
115
+ },
116
+ 10: {
117
+ "Globe Valve, Open": 100.6,
118
+ "Gate Valve, Open": 2.1,
119
+ "Angle Valve, Open": None,
120
+ "Swing Check, Open": 24.4,
121
+ "90 Elbow": 3.7,
122
+ "Enlargement": 6.1,
123
+ "Contraction": 3.7,
124
+ "Tee (Line)": None,
125
+ "Tee (Branch)": 0.40
126
+ },
127
+ 12: {
128
+ "Globe Valve, Open": 121.9,
129
+ "Gate Valve, Open": 2.7,
130
+ "Angle Valve, Open": None,
131
+ "Swing Check, Open": 29,
132
+ "90 Elbow": 4.3,
133
+ "Enlargement": 7.3,
134
+ "Contraction": 4.3,
135
+ "Tee (Line)": None,
136
+ "Tee (Branch)": 0.48
137
+ },
138
+ 14: {
139
+ "Globe Valve, Open": 137.2,
140
+ "Gate Valve, Open": 3,
141
+ "Angle Valve, Open": None,
142
+ "Swing Check, Open": 32,
143
+ "90 Elbow": 4.9,
144
+ "Enlargement": 7.9,
145
+ "Contraction": 4.9,
146
+ "Tee (Line)": None,
147
+ "Tee (Branch)": 0.56
148
+ },
149
+ 16: {
150
+ "Globe Valve, Open": 152.4,
151
+ "Gate Valve, Open": 3.4,
152
+ "Angle Valve, Open": None,
153
+ "Swing Check, Open": 36.6,
154
+ "90 Elbow": 5.5,
155
+ "Enlargement": 9.1,
156
+ "Contraction": 5.5,
157
+ "Tee (Line)": None,
158
+ "Tee (Branch)": 0.64
159
+ },
160
+ 18: {
161
+ "Globe Valve, Open": 167.6,
162
+ "Gate Valve, Open": 3.7,
163
+ "Angle Valve, Open": None,
164
+ "Swing Check, Open": 42.7,
165
+ "90 Elbow": 6.1,
166
+ "Enlargement": 10.7,
167
+ "Contraction": 6.1,
168
+ "Tee (Line)": None,
169
+ "Tee (Branch)": 0.72
170
+ },
171
+ 20: {
172
+ "Globe Valve, Open": 198.1,
173
+ "Gate Valve, Open": 4.3,
174
+ "Angle Valve, Open": None,
175
+ "Swing Check, Open": 47.2,
176
+ "90 Elbow": 7,
177
+ "Enlargement": 11.6,
178
+ "Contraction": 7,
179
+ "Tee (Line)": None,
180
+ "Tee (Branch)": 0.80
181
+ },
182
+ 22: {
183
+ "Globe Valve, Open": 209.7,
184
+ "Gate Valve, Open": 4.6,
185
+ "Angle Valve, Open": None,
186
+ "Swing Check, Open": 52,
187
+ "90 Elbow": 7.6,
188
+ "Enlargement": 12.8,
189
+ "Contraction": 7.6,
190
+ "Tee (Line)": None,
191
+ "Tee (Branch)": 0.88
192
+ },
193
+ 24: {
194
+ "Globe Valve, Open": 228.6,
195
+ "Gate Valve, Open": 4.9,
196
+ "Angle Valve, Open": None,
197
+ "Swing Check, Open": 56.4,
198
+ "90 Elbow": 8.2,
199
+ "Enlargement": 14,
200
+ "Contraction": 8.2,
201
+ "Tee (Line)": None,
202
+ "Tee (Branch)": 0.96
203
+ }
204
+ }
205
+
206
+
207
+ thermal_conductivity_carbon_steel = {
208
+ 400:{"k":58.7,"k_cal":58.70,"diff":127},
209
+ 600:{"k":48.8,"k_cal":48.80,"diff":327},
210
+ 800:{"k":39.2,"k_cal":39.20,"diff":527},
211
+ 1000:{"k":30.0,"k_cal":30.00,"diff":727}
212
+ }
213
+
214
+ thermal_conductivity_calcium_silicate = {
215
+ 310:{"k":0.055,"k_cal":0.0551,"diff":37},
216
+ 365:{"k":0.059,"k_cal":0.0587,"diff":92},
217
+ 420:{"k":0.063,"k_cal":0.0633,"diff":147},
218
+ 530:{"k":0.075,"k_cal":0.0748,"diff":257},
219
+ 645:{"k":0.089,"k_cal":0.0891,"diff":372},
220
+ 750:{"k":0.104,"k_cal":0.1040,"diff":477}
221
+ }
222
+
223
+ third_order_polynomial = {
224
+ "c1.T^3":[2.08e-09,0,1],
225
+ "c2.T^2":[2.08e-09,0,1],
226
+ "c3.T":[2.08e-09,0,1],
227
+ "c4":[2.08e-09,0,1]
228
+ }
229
+
230
+ fourth_order_polynomial = {
231
+ "c1.T^4":[2.08e-09,0,1],
232
+ "c2.T^3":[2.08e-09,0,1],
233
+ "c3.T^2":[2.08e-09,0,1],
234
+ "c4.T":[2.08e-09,0,1]
235
+ }
236
+
237
+
238
+
insulation_data.csv ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ Material,Thermal_Conductivity (W/mK),Max_Temperature (°C)
2
+ Rockwool,0.035,650
3
+ Fiberglass,0.04,540
4
+ Calcium Silicate,0.05,1000
pipe_sizes.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ Nominal Size (Inch),Outer Diameter (m)
2
+ 1,0.033
3
+ 2,0.06
4
+ 3,0.089
5
+ 4,0.114
6
+ 6,0.168
requirements.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ streamlit
2
+ pandas
3
+ numpy
steam_properties.csv ADDED
@@ -0,0 +1,1002 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Pressure (Kg/cm²g),Temperature (°C),Specific Enthalpy (kJ/kg),Specific Heat (Cp) (kJ/kg·K)
2
+ 0.0,100.0,2200.0,2.1
3
+ 0.1,100.05,2200.5,2.1005000000000003
4
+ 0.2,100.1,2201.0,2.101
5
+ 0.30000000000000004,100.15,2201.5,2.1015
6
+ 0.4,100.2,2202.0,2.102
7
+ 0.5,100.25,2202.5,2.1025
8
+ 0.6000000000000001,100.3,2203.0,2.103
9
+ 0.7000000000000001,100.35,2203.5,2.1035
10
+ 0.8,100.4,2204.0,2.104
11
+ 0.9,100.45,2204.5,2.1045000000000003
12
+ 1.0,100.5,2205.0,2.105
13
+ 1.1,100.55,2205.5,2.1055
14
+ 1.2000000000000002,100.6,2206.0,2.106
15
+ 1.3,100.65,2206.5,2.1065
16
+ 1.4000000000000001,100.7,2207.0,2.107
17
+ 1.5,100.75,2207.5,2.1075
18
+ 1.6,100.8,2208.0,2.108
19
+ 1.7000000000000002,100.85,2208.5,2.1085000000000003
20
+ 1.8,100.9,2209.0,2.109
21
+ 1.9000000000000001,100.95,2209.5,2.1095
22
+ 2.0,101.0,2210.0,2.11
23
+ 2.1,101.05,2210.5,2.1105
24
+ 2.2,101.1,2211.0,2.111
25
+ 2.3000000000000003,101.15,2211.5,2.1115
26
+ 2.4000000000000004,101.2,2212.0,2.112
27
+ 2.5,101.25,2212.5,2.1125000000000003
28
+ 2.6,101.3,2213.0,2.113
29
+ 2.7,101.35,2213.5,2.1135
30
+ 2.8000000000000003,101.4,2214.0,2.114
31
+ 2.9000000000000004,101.45,2214.5,2.1145
32
+ 3.0,101.5,2215.0,2.115
33
+ 3.1,101.55,2215.5,2.1155
34
+ 3.2,101.6,2216.0,2.116
35
+ 3.3000000000000003,101.65,2216.5,2.1165000000000003
36
+ 3.4000000000000004,101.7,2217.0,2.117
37
+ 3.5,101.75,2217.5,2.1175
38
+ 3.6,101.8,2218.0,2.118
39
+ 3.7,101.85,2218.5,2.1185
40
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