| Issue |
MATEC Web Conf.
Volume 351, 2021
20th International Conference Diagnostics of Machines and Vehicles “Hybrid Multimedia Mobile Stage”
|
|
|---|---|---|
| Article Number | 01021 | |
| Number of page(s) | 7 | |
| Section | Selected Diagnostic Problems of Hybrid Multimedia Mobile Stages | |
| DOI | https://doi.org/10.1051/matecconf/202135101021 | |
| Published online | 06 December 2021 | |
Regression model in the operation of wind turbines
Faculty of Mechanical Engineering, University of Science and Technology, Kaliskiego 7, 85796, Bydgoszcz, Poland
* Corresponding author: sylwester.borowski@utp.edu.pl
The manuscript presents linear regression models used to predict the amount of energy produced in a wind turbine. As part of the own research, data obtained from the SCADA program for the Enercon E-82 wind turbine was analyzed. It has been shown that it is possible to build a mathematical model to determine the amount of energy generated from the average wind speed. This method can be used to forecast the production volume and balance the energy system. This is important due to the increasing share of renewable energy sources. The application of the developed method in practice will facilitate and accelerate the implementation of the decision-making process in electricity generation systems, while reducing the risk of error. This model can also be used to make wind turbine repowering decisions.
© The Authors, published by EDP Sciences, 2021
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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