Non-steady-state modelling method for multi-material temperature field in dry-type transformers based on Proper Orthogonal Decomposition

Power transformers play a crucial role in power systems, and the accurate analysis of transformer temperature fields, particularly hot-spot temperatures, is a key factor in ensuring the stable operation of transformers. A method for rapid prediction of temperature fields in fluid–structure interacti...

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Published inElectric power systems research Vol. 246; p. 111671
Main Authors Zhang, Zeyi, Lan, Haijuan, Gong, Jiahao, Xu, Xiongwen, Tang, Wenhu
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.09.2025
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ISSN0378-7796
DOI10.1016/j.epsr.2025.111671

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Abstract Power transformers play a crucial role in power systems, and the accurate analysis of transformer temperature fields, particularly hot-spot temperatures, is a key factor in ensuring the stable operation of transformers. A method for rapid prediction of temperature fields in fluid–structure interaction problems based on POD is presented. An SCB11-800/10kV dry-type transformer serves as the research subject, with both a full-order model and a reduced-order model constructed to solve for the temperature field and its unsteady temperature rise process at a given inlet wind speed. The discontinuity in heat flux density at the junctions of different materials is addressed by creating virtual vertices at these points, enabling the handling of heat transfer in multi-material reduced-order models. Steady-state temperature fields and the unsteady temperature rise process of hot-spots are used as indicators to validate the accuracy and efficiency of the proposed reduced-order method by computing the spatio-temporal distribution of transformer temperature fields at different load rates. Results demonstrate that reduced-order computations based on POD not only ensure the computational accuracy but also enhance the computational speed, suggesting a new effective method for the rapid prediction of the temperature field, especially the hot-spot temperature under different loading rates of the transformer. •Virtual vertices solve grad jumps, let ROMs predict thermal fields in multimaterial.•ROM accurately predicts temperature under rated/varied loads, matching FOM’s result.•ROM achieves 23.7 times speedup vs FOM, reaching seconds-level computation.
AbstractList Power transformers play a crucial role in power systems, and the accurate analysis of transformer temperature fields, particularly hot-spot temperatures, is a key factor in ensuring the stable operation of transformers. A method for rapid prediction of temperature fields in fluid–structure interaction problems based on POD is presented. An SCB11-800/10kV dry-type transformer serves as the research subject, with both a full-order model and a reduced-order model constructed to solve for the temperature field and its unsteady temperature rise process at a given inlet wind speed. The discontinuity in heat flux density at the junctions of different materials is addressed by creating virtual vertices at these points, enabling the handling of heat transfer in multi-material reduced-order models. Steady-state temperature fields and the unsteady temperature rise process of hot-spots are used as indicators to validate the accuracy and efficiency of the proposed reduced-order method by computing the spatio-temporal distribution of transformer temperature fields at different load rates. Results demonstrate that reduced-order computations based on POD not only ensure the computational accuracy but also enhance the computational speed, suggesting a new effective method for the rapid prediction of the temperature field, especially the hot-spot temperature under different loading rates of the transformer. •Virtual vertices solve grad jumps, let ROMs predict thermal fields in multimaterial.•ROM accurately predicts temperature under rated/varied loads, matching FOM’s result.•ROM achieves 23.7 times speedup vs FOM, reaching seconds-level computation.
ArticleNumber 111671
Author Xu, Xiongwen
Zhang, Zeyi
Gong, Jiahao
Tang, Wenhu
Lan, Haijuan
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Keywords Temperature fields
Transformer
Proper Orthogonal Decomposition
Multi-material reduced-order model
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Snippet Power transformers play a crucial role in power systems, and the accurate analysis of transformer temperature fields, particularly hot-spot temperatures, is a...
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SubjectTerms Multi-material reduced-order model
Proper Orthogonal Decomposition
Temperature fields
Transformer
Title Non-steady-state modelling method for multi-material temperature field in dry-type transformers based on Proper Orthogonal Decomposition
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