EIT40 Testboard V2

This example shows how to execute the helper function “testboard_evaluation” from the eit_fzj_utils. It is used to plot the results of measurements conducted on the testboard that was built to check the functionality of the eit systems. A theoretical calculated response that is based on the built-in resistors and capicitors is plotted together with the measurement results.

Configs were provided a ndarray
Constructing four-point measurements
Adding column Zg from MD
Adding column Iab from MD
Adding column Ileakage from MD
Summary:
               a          b          m  ...            r     frequency        rpha
count  92.000000  92.000000  92.000000  ...    92.000000     92.000000   92.000000
mean    3.500000   5.500000   3.500000  ...  1495.079488   1411.945427 -103.775425
std     2.072849   2.072849   2.072849  ...   349.615040   2499.461903   60.876602
min     1.000000   3.000000   1.000000  ...  1009.722262      0.100000 -203.176382
25%     1.750000   3.750000   1.750000  ...  1191.964147      3.125000 -158.334102
50%     3.500000   5.500000   3.500000  ...  1499.604785    175.000000 -101.997050
75%     5.250000   7.250000   5.250000  ...  1894.325500   1450.000000  -53.526973
max     6.000000   8.000000   6.000000  ...  2021.093567  10000.000000   -4.632527

[8 rows x 7 columns]

(<Figure size 1200x600 with 4 Axes>, <reda.containers.sEIT.sEIT object at 0x7f76c7fa22f0>)

import reda
import numpy as np

# A config with the used channels/configurations has to be put in. This can be
# a numpy array or a config.dat-file. It is important that normal and
# reciprocal measurements are taken for the check.

configs = np.array([
    [1, 4, 2, 3],
    [2, 3, 1, 4],
    [5, 8, 6, 7],
    [6, 7, 5, 8]
])

# The function can be executed with the following command. The first parameter
# has to lead to the datapath of the measurement, the second to the config.dat
# or config array and the third one denotes the output name. Optional
# parameters are the frequency range to compare the measurements to
# (input has to be in log10-space) and the error-percentage of the
# measurements.

reda.utils.eit_fzj_utils.testboard_evaluation(
    "data_eit_fzj_testboard/eit_data_mnu0.mat",
     configs,
    'data_eit_fzj_testboard/testboard'
)