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Add Calibration Strain

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This commit is contained in:
Cal W
2023-04-02 22:24:55 +10:00
parent 28eab5f155
commit 244de2b09b
1 changed files with 21 additions and 6 deletions
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27
main.py
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@@ -8,7 +8,9 @@ from makeGraph import makeGraph, UQ_COLOURS as UQC
DATA_FILE_PATH = ".\\data\\AERO4450-Group-10-Data-Analysis-v2.xls"
actualData = pd.read_excel(DATA_FILE_PATH, sheet_name="Actual Data")
actualGraphData = pd.read_excel(DATA_FILE_PATH, sheet_name="Actual Data Graphs")
calibrationData = pd.read_excel(DATA_FILE_PATH, sheet_name="Calibration Data")
calibrationGraphData = pd.read_excel(DATA_FILE_PATH, sheet_name="Calibration Data Graphs")
def makeActualDataGraph(testRun):
@@ -21,7 +23,6 @@ def makeActualDataGraph(testRun):
return data1, data2
def makeCalibrationDataGraph(testRun):
cols = [f"Unnamed: {3 + testRun*5}", f"Unnamed: {2 + testRun*5}"]
data = calibrationData[cols].rename(columns = {cols[0]:'Time', cols[1]:'Strain'})
@@ -82,6 +83,23 @@ if __name__ == "__main__":
#fig.savefig("./images/initTestData.png")
# Calibration Data
# Average Data
cols = [f"force stuff", f"Unnamed: 25"]
data = calibrationGraphData[cols].rename(columns = {cols[0]:'Strain', cols[1]:'Force'})
data = data[2:8].astype({"Strain":"float", "Force":"float"})
avgStrainGraphData = {
"title": f"Force vs Average Strain",
"xLabel": "Average Strain (ε)",
"yLabel": "Weight (N)",
"plots":[
{"type":"scatter", "x": data["Strain"], "y": data["Force"], "args":{"s":10, "zorder":2}, "label":"Average Strain", "colour": UQC["purple"]},
{"type":"plot", "label": "Approximation: y(x) = 0.196722x", "x": data["Strain"], "y": data["Strain"]*0.196722, "args":{"zorder":0, "alpha":0.5}, "colour": UQC["dark_grey"]}
]
}
#fig, _ = makeGraph(avgStrainGraphData)
#fig.savefig("./images/AverageCaliStrain.png")
# Actual Data
for i in [0,1]:
graphData = {
@@ -104,12 +122,9 @@ if __name__ == "__main__":
}
graphData["subPlots"].append(newPlot)
if bool(i): graphData["subPlots"].append(avgStrainGraphData)
fig, _ = makeGraph(graphData, showPlot=False)
#fig.figlegend([ax[0], ax[0]], ['Upper','Lower'], loc=(0.85, 0.65))
# Subplots adjusted to make room
# Note bbox_extra_artists includes both the title and the legend so that neither are cut off
#fig.subplots_adjust(top=0.8, right=0.8)
fig.savefig(f"./images/calibData_Runs_{i+1}-_{i+4}.png")
fig.savefig(f"./images/calibData_Runs_{i+1}-_{i+(4 if i != 0 else 3)}.png")
plt.show()