A review on fast tomographic imaging techniques and their potential application in industrial process control

U Hampel, L Babout, R Banasiak, E Schleicher… - Sensors, 2022 - mdpi.com
With the ongoing digitalization of industry, imaging sensors are becoming increasingly
important for industrial process control. In addition to direct imaging techniques such as …

Comparison of machine learning methods for image reconstruction using the LSTM classifier in industrial electrical tomography

G Kłosowski, T Rymarczyk, K Niderla, M Rzemieniak… - Energies, 2021 - mdpi.com
Electrical tomography is a non-invasive method of monitoring the interior of objects, which is
used in various industries. In particular, it is possible to monitor industrial processes inside …

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 using Z-axis spatio-temporal sampling in 3D electrical capacitance tomography

D Wanta, WT Smolik, J Kryszyn, M Midura… - Measurement …, 2022 - iopscience.iop.org
Abstract Three-dimensional (3D) visualization has provoked interest in electrical
capacitance tomography (ECT) due to recent progress in the development of capacitance …

Relationship between the flow regime characteristics and pressure signal in dense phase pneumatic conveying

J Zhou, X Yan, H Jiang, Y Wang, Z Zheng… - Particulate Science …, 2024 - Taylor & Francis
In the present study, a series of tests were conducted on a purpose-built experimental setup
to investigate the relationship between the pressure signal and flow regime in horizontal …

[HTML][HTML] Image reconstruction method based on wavelet fusion in electrical capacitance tomography with rotatable electrode sensor

Q Zhang, H Mo, R Li, C Liang, J Luo, AA Bespal'Ko - Measurement, 2024 - Elsevier
In this paper, an image reconstruction method based on wavelet fusion in electrical
capacitance tomography with a rotatable electrode sensor is proposed. This method can …

A Permittivity Imaging Method: Electrical Capacitance Tomography Based on Electromagnetic Momentum

Y Yang, G Liu, J Liu - IEEE Transactions on Instrumentation …, 2024 - ieeexplore.ieee.org
Electrical capacitance tomography (ECT) is widely used in industrial two-phase flow
detection. Noniterative algorithms have fast imaging speed but low image spatial resolution …

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 …

Applying Logistic Regression with Elastic Net and PCA to Determine the Objects Location in EIT

K Król, T Rymarczyk, E Kozłowski… - … PhD Workshop (IIPhDW …, 2023 - ieeexplore.ieee.org
The article presents the application of logistic regression with Principal Components
Analysis (PCA) and elastic net to find the localisation location in Electrical Impedance …

Quantitative evaluations with 2d electrical resistance tomography in the low-conductivity solutions using 3d-printed phantoms and sucrose crystal agglomerate …

G Rao, MA Sattar, R Wajman, L Jackowska-Strumiłło - Sensors, 2021 - mdpi.com
Crystallization is a significant procedure in the manufacturing of many pharmaceutical and
solid food products. In-situ electrical resistance tomography (ERT) is a novel process …