Logistic regression for machine learning in process tomography

T Rymarczyk, E Kozłowski, G Kłosowski, K Niderla - Sensors, 2019 - mdpi.com
The main goal of the research presented in this paper was to develop a refined machine
learning algorithm for industrial tomography applications. The article presents algorithms …

[PDF][PDF] Maintenance of industrial reactors supported by deep learning driven ultrasound tomography

G Kłosowski, T Rymarczyk, K Kania… - Eksploatacja i …, 2020 - bibliotekanauki.pl
Monitoring of industrial processes is an important element ensuring the proper maintenance
of equipment and high level of processes reliability. The presented research concerns the …

Comparison of selected machine learning algorithms for industrial electrical tomography

T Rymarczyk, G Kłosowski, E Kozłowski, P Tchórzewski - Sensors, 2019 - mdpi.com
The main goal of this work was to compare the selected machine learning methods with the
classic deterministic method in the industrial field of electrical impedance tomography. The …

Quality assessment of the neural algorithms on the example of EIT-UST hybrid tomography

G Kłosowski, T Rymarczyk, T Cieplak, K Niderla… - Sensors, 2020 - mdpi.com
The paper presents the results of research on the hybrid industrial tomograph electrical
impedance tomography (EIT) and ultrasonic tomography (UST)(EIT-UST), operating on the …

[PDF][PDF] Application of neural reconstruction of tomographic images in the problem of reliability of flood protection facilities

T RymARczyk, G Kłosowski - Eksploatacja i Niezawodność, 2018 - bibliotekanauki.pl
The article presents an innovative concept of enhancing the flood embankments and
landfills monitoring. The key advantage of such a solution is to obtain a more detailed …

[PDF][PDF] The concept of maintenance sustainability performance assessment by integrating balanced scorecard with non-additive fuzzy integral

M Jasiulewicz-Kaczmarek… - Eksploatacja i …, 2018 - bibliotekanauki.pl
In response to the growing sustainability concerns, manufacturing companies have to
formulate measures to assess sustainable manufacturing performance, aiming at integration …

Applying industrial tomography to control and optimization flow systems

T Rymarczyk, J Sikora - Open Physics, 2018 - degruyter.com
The flow control and optimization system based on industrial tomography is presented in this
publication. Multiphase flow measurement technologies are still being built and improved …

Implementation of electrical impedance tomography for analysis of building moisture conditions

T Rymarczyk, J Sikora, P Tchórzewski - COMPEL-The international …, 2018 - emerald.com
Purpose The paper aims to present an innovative solution for evaluation study of the
dampness level of walls and historical buildings. Design/methodology/approach Electrical …

[PDF][PDF] Electrical tomography system for innovative imaging and signal analysis

T Rymarczyk, P Nita, A Vejar, B Stefaniak… - Przegląd …, 2019 - pe.org.pl
In this article, we describe the electrical tomography system for biomedical applications.
Electrical tomography for pulmonology and heart monitoring is a non-invasive imaging …

Vehicle routing problem with deadline and stochastic service times: case of the ice cream industry in Santiago city of Chile

S Dávila, M Alfaro, G Fuertes, M Vargas, M Camargo - Mathematics, 2021 - mdpi.com
The research evaluates the vehicular routing problem for distributing refrigerated products.
The mathematical model corresponds to the vehicle routing problem with hard time windows …