Digital lock-in analysis
Perform digital lock-in analysis built for thermal analysis
Installing this package
Use pip to install it by:
$ pip install pyLIASimple examples
Here is a simple example on how to use the code:
import pyLIA
import numpy as np
import matplotlib.pyplot as plt
data = np.load('camera.npy') ## Thermal acquisition
fs = 400 ## Sampling freqency of the thermal video [Hz]
fl = 55 ## Load freqency of the excitation test [Hz]
mag, ph = pyLIA.LIA(data, fs, fl)
plt.figure()
plt.imshow(mag)
cbar = plt.colorbar()
cbar.set_label('[unit]')
plt.figure()
plt.imshow(ph)
cbar = plt.colorbar()
cbar.set_label('[deg]')Reference: <https://www.sciencedirect.com/science/article/pii/S0142112320301924>
