Raw impedance data for MUT 1 to 6 and evaluation data for SVMs
Alternative Titles
Resource Type
Impedance Data / Dataset
Creators / Authors
Date of Issue
2022-01-11
Publisher
University of Bayreuth
Collections
Abstract & Descriptions
Abstract
MUT 1 to MUT 6 data contains the measured raw impedance data recorded by Agilent E4980A LCR meter in a frequency range from 20 Hz to 1 MHz. The measuring cell used is a cylindrical plate capacitor with plate spacing 4 cm and plate diameter 13 cm. The measurements were performed at laboratory conditions. A tabstop is used as delimiter between the columns in all txt-files. In addition, the measurement logs are stored as pdf files, so that the filling quantities of the individual measurements can also be traced. In addition, the values extracted from the raw data that were used to determine the bar charts are stored in an Excel file. Finally, two MATLAB data files are stored, with which the SVMs was trained and tested.
Method Description
Technical Description
Subjects & Keywords
DFG Research Subject Areas
OpenAIRE Fields of Science
Keywords
Electrical Impedance Spectroscopy (EIS); Uncertainty; Machine Learning; Support Vector Machines (SVM); Feature Analysis; Classification; Quartz Sand; Chromite Sand; Bentonite; Foundry
How to cite
Raw impedance data for MUT 1 to 6 and evaluation data for SVMs
2022-01-11, doi: 10.15495/do_ubt_2059