LAPSE:2023.30160
Published Article
LAPSE:2023.30160
Estimating Wind Farm Transformers Rating through Lifetime Characterization Based on Stochastic Modeling of Wind Power
Maurizio Fantauzzi, Davide Lauria, Fabio Mottola, Daniela Proto
April 14, 2023
Abstract
This paper deals with the problem of the optimal rating of mineral-oil-immersed transformers in large wind farms. The optimal rating is derived based on the probabilistic analyses of wind power generation through the Ornstein−Uhlenbeck stochastic process and on thermal model of the transformer through the integration of stochastic differential equations. These analyses allow the stochastic characterization of lifetime reduction of the transformer and then its optimal rating through a simple closed form. The numerical application highlights the effectiveness and easy applicability of the proposed methodology. The proposed methodology allows deriving the rating of transformers which better fits the specific peculiarities of wind power generation. Compared to the conventional approaches, the proposed method can better adapt the transformer size to the intermittence and variability of the power generated by wind farms, thus overcoming the often-recognized reduced lifetime.
Keywords
Ornstein–Uhlenbeck process, transformer aging, transformer design, Wiener process, wind power generation
Subject
Suggested Citation
Fantauzzi M, Lauria D, Mottola F, Proto D. Estimating Wind Farm Transformers Rating through Lifetime Characterization Based on Stochastic Modeling of Wind Power. (2023). LAPSE:2023.30160
Author Affiliations
Fantauzzi M: Department of Industrial Engineering, University of Naples Federico II, 80125 Naples, Italy
Lauria D: Department of Industrial Engineering, University of Naples Federico II, 80125 Naples, Italy
Mottola F: Department of Electrical Engineering and Information Technology, University of Naples Federico II, 80125 Naples, Italy [ORCID]
Proto D: Department of Electrical Engineering and Information Technology, University of Naples Federico II, 80125 Naples, Italy [ORCID]
Journal Name
Energies
Volume
14
Issue
5
First Page
1498
Year
2021
Publication Date
2021-03-09
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en14051498, Publication Type: Journal Article
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LAPSE:2023.30160
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https://doi.org/10.3390/en14051498
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