The selected real tramway substation overload analysis using the optimal structure of an artificial neural network
Authors:
- Marek Dudzik,
- Adam Jagiełło,
- Sławomir Drapik,
- Janusz Prusak
Abstract
The paper constitutes a continuation of research on load variability of rectifier units. The research are made for the selected tram substation. The performed analysis uses the actual measurements. This time the analysis focuses on relation between the maximum loads and 60 minutes overloads currents. The second part of the paper shows the effectiveness of use of the feedforward type artificial neural network. The effectiveness of the analyze was calculated for 250 times, for 50 cases. The results shown in the paper were obtained for optimal structure of the artificial neural network. The results presented in this publication prove to be the best results among the results known by the authors of the work.
- Record ID
- CUTe07ba1a6fda74e5e9bf4756da661f545
- Publication categories
- ; ;
- Author
- Pages
- 413-417
- Other elements of collation
- schem.; wykr.; Bibliografia (na s.) - 417; Bibliografia (liczba pozycji) - 17; Oznaczenie streszczenia - Abstr.
- Book
- 2018 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM), 2018, [S.l.], Institute of Electrical and Electronics Engineers, IEEE, ISBN 978-1-5386-4941-1 e-ISBN
- Keywords in English
- loads and overloads of tram traction substation, artificial neural network, optimalization
- DOI
- DOI:10.1109/SPEEDAM.2018.8445340 Opening in a new tab
- URL
- https://ieeexplore.ieee.org/document/8445340 Opening in a new tab
- Related project
- Metody i algorytmy monitoringu i diagnostyki maszyn elektrycznych. . Project leader at PK: , ,
Działalność statutowa - Language
- eng (en) English
- Score (nominal)
- 20
- Additional fields
- Indeksowana w: Web of Science, Scopus
- Uniform Resource Identifier
- https://cris.pk.edu.pl/info/article/CUTe07ba1a6fda74e5e9bf4756da661f545/
- URN
urn:pkr-prod:CUTe07ba1a6fda74e5e9bf4756da661f545
* presented citation count is obtained through Internet information analysis, and it is close to the number calculated by the Publish or PerishOpening in a new tab system.