Skip to content
Publish & Distribute
Publishing Solutions
Distribution Solutions
Library Services
Subjects
Architecture and Design
Arts
Business and Economics
Chemistry
Classical and Ancient Near Eastern Studies
Computer Sciences
Cultural Studies
Engineering
General Interest
Geosciences
History
Industrial Chemistry
Jewish Studies
Law
Library and Information Science, Book Studies
Life Sciences
Linguistics and Semiotics
Literary Studies
Materials Sciences
Mathematics
Medicine
Music
Pharmacy
Philosophy
Physics
Social Sciences
Sports and Recreation
Theology and Religion
Publications
Journals
Books
Proceedings
Publishers
Journal Matcher
Blog
Contact
Search
English
English
Deutsch
Polski
Español
Français
Italiano
Cart
Home
Journals
Journal of Artificial Intelligence and Soft Computing Research
Volume 13 (2023): Issue 3 (June 2023)
Open Access
An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks
Tacjana Niksa-Rynkiewicz
Tacjana Niksa-Rynkiewicz
Gdańsk University of Technology, Faculty of Ocean Engineering and Ship Technology
Gdańsk, Poland
Orcid profile
Search for this author on
Sciendo
|
Google Scholar
Niksa-Rynkiewicz, Tacjana
,
Piotr Stomma
Piotr Stomma
University of Białystok, Institute of Computer Science
Białystok, Poland
Orcid profile
Search for this author on
Sciendo
|
Google Scholar
Stomma, Piotr
,
Anna Witkowska
Anna Witkowska
Gdańsk University of Technology, Faculty of Electrical and Control Engineering
Gdańsk, Poland
Orcid profile
Search for this author on
Sciendo
|
Google Scholar
Witkowska, Anna
,
Danuta Rutkowska
Danuta Rutkowska
University of Social Sciences, Information Technology Institute
Łódź, Poland
Orcid profile
Search for this author on
Sciendo
|
Google Scholar
Rutkowska, Danuta
,
Adam Słowik
Adam Słowik
Koszalin University of Technology, Department of Electronics and Computer Science
Koszalin, Poland
Orcid profile
Search for this author on
Sciendo
|
Google Scholar
Słowik, Adam
,
Krzysztof Cpałka
Krzysztof Cpałka
Częstochowa University of Technology, Department of Intelligent Computer Systems
Częstochowa, Poland
Orcid profile
Search for this author on
Sciendo
|
Google Scholar
Cpałka, Krzysztof
,
Joanna Jaworek-Korjakowska
Joanna Jaworek-Korjakowska
AGH University, Department of Automatic Control and Robotics, Center of Excellence in Artificial Intelligence
Kraków, Poland
Orcid profile
Search for this author on
Sciendo
|
Google Scholar
Jaworek-Korjakowska, Joanna
and
Piotr Kolendo
Piotr Kolendo
Institute of Power Engineering, Department of Power Automation
Gdańsk, Poland
Orcid profile
Search for this author on
Sciendo
|
Google Scholar
Kolendo, Piotr
Jun 23, 2023
Journal of Artificial Intelligence and Soft Computing Research
Volume 13 (2023): Issue 3 (June 2023)
About this article
Previous Article
Next Article
Abstract
References
Authors
Articles in this Issue
Preview
PDF
Cite
Share
Download Cover
Published Online:
Jun 23, 2023
Page range:
197 - 210
Received:
May 26, 2023
Accepted:
May 27, 2023
DOI:
https://doi.org/10.2478/jaiscr-2023-0015
Keywords
Renewable Energy
,
Wind Energy
,
Wind Power
,
Wind Turbine
,
Short-Term Wind Power Prediction
,
Deep Learning
,
Convolutional Neural Networks
,
Gated Recurrent Unit
,
Hierarchical Multilayer Perceptron
,
Deep Neural Networks
© 2023 Tacjana Niksa-Rynkiewicz et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Niksa-Rynkiewicz, Tacjana
Gdańsk University of Technology, Faculty of Ocean Engineering and Ship Technology
Gdańsk, Poland
Stomma, Piotr
University of Białystok, Institute of Computer Science
Białystok, Poland
Witkowska, Anna
Gdańsk University of Technology, Faculty of Electrical and Control Engineering
Gdańsk, Poland
Rutkowska, Danuta
University of Social Sciences, Information Technology Institute
Łódź, Poland
Słowik, Adam
Koszalin University of Technology, Department of Electronics and Computer Science
Koszalin, Poland
Cpałka, Krzysztof
Częstochowa University of Technology, Department of Intelligent Computer Systems
Częstochowa, Poland
Jaworek-Korjakowska, Joanna
AGH University, Department of Automatic Control and Robotics, Center of Excellence in Artificial Intelligence
Kraków, Poland
Kolendo, Piotr
Institute of Power Engineering, Department of Power Automation
Gdańsk, Poland