Make RPM Graph

main.py

@@ -89,7 +89,38 @@ def make_pressure_graph(sheet1, aoa, rpm, air_speed, doGraph=True):
     return pressure, graph, (water_density, air_density, atm_presure_inch, pitot_height_inch)
 
 
+def make_rpm_grpah():
+    air_density = data_508rpm["data"]["0 AoA"].iloc[1, 2] # kg/m^3
+    rpm = np.concat((np.array([0]), np.array(data_508rpm["data"]["0 AoA"].iloc[4:14, 2])))
+    pressure = np.concat((np.array([0]), np.array(data_508rpm["data"]["0 AoA"].iloc[4:14, 4], dtype=np.float64)))
+
+    airSpeed = sqrt(-pressure * 2 / air_density)
+    
+    x = np.linspace(rpm[0], rpm[-1], 1000)
+    y = 0.0212*x - 0.7751
+
+    graph = {
+                "title":  f"RPM vs Velocity for Wind Tunnel 3", 
+                "xLabel": "Fan RPM", 
+                "yLabel": "Airspeed [m/s]",
+                "grid": True,
+                "plots": [
+                    {"x": x, "y":y, "label":"Linear Estimate", "args":{"linestyle":"--"}, "colour": UQC["neutral"]},
+
+                    {"type": "scatter", "x":rpm, "y": airSpeed, "label": "Measured Velocity", "colour":UQC["purple"], "args":{"zorder":2}},
+                    {"type": "point", "x":508, "y": 10, "label": "Selected RPM (508)", "colour":UQC["red"], "zorder":3},
+
+                    {"type":"text", "x": 0.98, "y": 0.02, "text": f"Velocity at 508 RPM: {10:.3f} m/s\nVelocity at 1000 RPM: {airSpeed[-1]:.3f} m/s", "align": ('bottom', 'right')},
+                    {"type":"text", "x": 0.80, "y": 0.85, "text": f"$y = 0.0212 \\cdot x - 0.7751$", "align": ('bottom', 'right'), "facecolour": UQC["neutral"]}
+                ]
+            }
+
+    makeGraph(graph, False, figSavePath='./images/{0}.png')
+
 if __name__ == '__main__':
+    print("Generating RPM Graph")
+    make_rpm_grpah()
+
     print("Loading Data & Generating Pressure Graphs")
     data = {}
     for raw_data in tqdm((data_508rpm, data_1000rpm), position=0):
@@ -97,11 +128,11 @@ if __name__ == '__main__':
         for aoa in tqdm(raw_data["AoA"], position=1):
             sheet = raw_data["data"][f"{aoa} AoA"]
 
-            aoa_data[aoa] = make_pressure_graph(sheet, aoa, raw_data["rpm"], raw_data["airSpeed"], True)
+            aoa_data[aoa] = make_pressure_graph(sheet, aoa, raw_data["rpm"], raw_data["airSpeed"], False)
 
         data[raw_data["rpm"]] = aoa_data
     
-        if True:
+        if False:
             # All
             graph = {
                 "title":  f"Pressure vs Pitot Placement along Chord\nfor a Clark Y 14% Aerofoil at:\n{raw_data["rpm"]:d} RPM ({raw_data["airSpeed"]:.1f}m/s)", 
@@ -160,4 +191,6 @@ if __name__ == '__main__':
 
 
 
+
+