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Author

P. S. Kumar

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Open access Aug 2026

Machine Learning Based Prediction of Transformer Health Index and Remaining Life Using Transformer Oil Parameters

A machine learning-based approach for predicting the Transformer Health Index (HI) and the Remaining Life (RL) by means of the diagnostic parameters of transformer oil is described, allowing for timely planning of maintenance, reducing the occurrence of unexpected transformer failures, extending the service life of the assets and improving the overall efficiency of asset management for transformers in modern power systems.

S. V. Satyanarayana, P. S. Kumar · 0 citations

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