Raw impedance data for MUT MoNiCon and evaluation data for LSTM


Alternative Titles


Files

MUT_MoNiCon_Data.zip (37.27 MB)

Resource Type

 Measurements /  Dataset
Creators / Authors
Ma, Xiaohu
Bifano, Luca
Fischerauer, Gerhard

Date of Issue

 2022-04-22

Publisher

 University of Bayreuth

Collections

Research Data (DO@UBT)

URI

https://doi.org/10.15495/do_ubt_2067
 https://rdspace.uni-bayreuth.de/handle/rdspace-ubt/23

Abstract & Descriptions


Abstract

MUT-MoNiCon data contains the measured raw impedance data recorded by Agilent E4980A LCR meter in a frequency range from 20 Hz to 1 MHz (the data only from 20 Hz to 5 kHz is used). The measuring cell used is a parallel-plate capacitor with plate spacing 1 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. Finally, two MATLAB data files are stored, with which the LSTMRNN was trained and tested.

Method Description

Technical Description

Subjects & Keywords


DFG Research Subject Areas

OpenAIRE Fields of Science

Keywords

 Nitrate Concentration;  Electrical Impedance Spectroscopy (EIS);  Artificial Neural Network (ANN);  Long Short-term Memory (LSTM)

How to cite

Ma, Xiaohu ; Bifano, Luca ; Fischerauer, Gerhard
 Raw impedance data for MUT MoNiCon and evaluation data for LSTM
In: RDSpace@UBT - University of Bayreuth's Institutional Respository for Digital Research Data. (https://rdspace.uni-bayreuth.de)
 2022-04-22, doi:  10.15495/do_ubt_2067

Related Publications

Part of:

https://doi.org/10.3390/s23042172