Historical buildings dampness analysis using electrical tomography and machine learning algorithms

T Rymarczyk, G Kłosowski, A Hoła, J Hoła, J Sikora… - Energies, 2021 - mdpi.com
The article deals with the problem of detecting moisture in the walls of historical buildings.
As part of the presented research, the following four methods based on mathematical …

Prototype of a Textronic Sensor Created with a Physical Vacuum Deposition Process for Staphylococcus aureus Detection

E Korzeniewska, A Szczęsny, P Lipiński, T Dróżdż… - Sensors, 2020 - mdpi.com
Staphylococcus aureus is a bacterium which people have been in contact with for thousands
of years. Its presence often leads to severe disorders of the respiratory and circulatory …

Applications of smart textiles in post-stroke rehabilitation

E Korzeniewska, A Krawczyk, J Mróz, E Wyszyńska… - Sensors, 2020 - mdpi.com
Stroke is a disease affecting a large part of our society. According to WHO data, it is the
second world's biggest killer, accounting for near six million deaths in 2016 and it is about …

[HTML][HTML] Use of the double-stage LSTM network in electrical tomography for 3D wall moisture imaging

G Kłosowski, A Hoła, T Rymarczyk, M Mazurek… - Measurement, 2023 - Elsevier
This paper deals with a new two-step algorithmic method to improve the accuracy of imaging
moisture in building walls using electrical impedance tomography (EIT). The problem of …

Field modeling the impact of cracks on the electroconductivity of thin-film textronic structures

S Pawłowski, J Plewako, E Korzeniewska - Electronics, 2020 - mdpi.com
Wearable electronics are produced by depositing thin electroconductive layers with low
resistance on flexible substrates. In the process of producing such metallic films, as well as …

Application of electrical tomography imaging using machine learning methods for the monitoring of flood embankments leaks

T Rymarczyk, K Król, E Kozłowski, T Wołowiec… - Energies, 2021 - mdpi.com
This paper presents an application for the monitoring of leaks in flood embankments by
reconstructing images in electrical tomography using logistic regression machine learning …

Image reconstruction in electrical impedance tomography using a reconfigurable FPGA system

T Rymarczyk, A Kosior, P Tchórzewski… - Journal of physics …, 2021 - iopscience.iop.org
A networked tomographic data acquisition device architectured with FPGA is developed to
provide remotely-reconfigurable waveform functions for emission of excitation signals. The …

Influence of structural defects on the resistivity and current flow field in conductive thin layers

S Pawłowski, J Plewako, E Korzeniewska - Electronics, 2020 - mdpi.com
The paper presents an analysis of the influence of microcracks in textronic conductive layers
on their conductive properties. The tested structures were created in the physical vacuum …

Logistic regression with wave preprocessing to solve inverse problem in industrial tomography for technological process control

T Rymarczyk, K Niderla, E Kozłowski, K Król… - Energies, 2021 - mdpi.com
The research presented here concerns the analysis and selection of logistic regression with
wave preprocessing to solve the inverse problem in industrial tomography. The presented …

[HTML][HTML] Quantum Effects Induced by Defects in Thin-Film Structures: A Hybrid Modeling Approach to Conductance and Transmission Analysis

M Mączka, G Hałdaś, S Pawłowski, E Korzeniewska - Electronics, 2024 - mdpi.com
This study investigated the possibility of quantum effects arising from defects resulting from
the use of textronic electroconductive thin films and evaluated their impact on control …