[HTML][HTML] Application of machine learning in electrical process tomography with variable frequency measurement sequences

G Kłosowski, M Kulisz, T Rymarczyk, Ł Skowron… - Measurement, 2025 - Elsevier
This study presents an innovative methodology for reconstructing internal structures of
industrial tank reactors using Electrical Impedance Tomography (EIT). The approach …

[HTML][HTML] The use of the multi-sequential LSTM in electrical tomography for masonry wall moisture detection

M Kulisz, G Kłosowski, T Rymarczyk, A Hoła, K Niderla… - Measurement, 2024 - Elsevier
The study describes an innovative approach to reconstructing moisture distribution within
walls using EIT, extending beyond the conventional single measurement vector methods …

[HTML][HTML] Energy Efficiency in Measurement and Image Reconstruction Processes in Electrical Impedance Tomography

B Stefaniak, T Rymarczyk, D Wójcik, M Cholewa-Wiktor… - Energies, 2024 - mdpi.com
This paper presents an energy optimization approach to applying electrical impedance
tomography (EIT) for medical diagnostics, particularly in detecting lung diseases. The …

Detection and Determination of User Position Using Radio Tomography with Optimal Energy Consumption of Measuring Devices in Smart Buildings

M Styła, E Kozłowski, P Tchórzewski, D Gnaś… - Energies, 2024 - mdpi.com
The main objective of the research presented in the following work was the adaptation of
reflection-radar technology in a detection and navigation system using radio-tomographic …