Title

Machine learning for two-phase gas-liquid flow regime evaluation based on raw 3D ECT measurement data

Journal title

Bulletin of the Polish Academy of Sciences Technical Sciences

Yearbook

2024

Volume

72

Issue

1

Authors

Wajman, Radosław ; Nowakowski, Jacek ; Łukiański, Michał ; Banasiak, Robert

Affiliation

Wajman, Radosław : Institute of Applied Computer Science, Lodz University of Technology, Stefanowskiego 18, 90-537 Łódź, Poland ; Nowakowski, Jacek : Institute of Applied Computer Science, Lodz University of Technology, Stefanowskiego 18, 90-537 Łódź, Poland ; Łukiański, Michał : Institute of Applied Computer Science, Lodz University of Technology, Stefanowskiego 18, 90-537 Łódź, Poland ; Banasiak, Robert : Institute of Applied Computer Science, Lodz University of Technology, Stefanowskiego 18, 90-537 Łódź, Poland

Keywords

neural networks ; machine learning ; data augmentation ; electrical capacitance tomography ; industrial process monitoring

Divisions of PAS

Nauki Techniczne

Coverage

e148842

Date

27.12.2023

Type

Article

Identifier

DOI: 10.24425/bpasts.2024.148842