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A. Siddique

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Open access Aug 2026

Machine Learning-Based Health Index Evaluation of Power Transformers Using Novel Parameterization for Predictive Maintenance: Data-Driven Research on Pakistan’s National Grid Regarding Maintenance Cost Optimization

A sophisticated method for determining the overall health condition of power transformers is presented and it is verified that the omission of four diagnostic tests can reduce the economic burden by 46.99%, yielding a cost saving of 259,000 PKR per transformer unit.

Jawad Amjad, A. Siddique, Waseem Aslam · 0 citations

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