Condition monitoring and fault diagnosis of power transformer based on non-invasive measurement

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1On the Feasibility of Localizing Transformer Winding Deformations Using Optical Sensing and Machine Learning2025
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4. 4Smart Monitoring of Power Transformers in Substation 4.0: Multi-Sensor Integration and Machine Learning Approach2025 · 11 citations
5. 5Early fault diagnosis of transformer windings based on the improved MVMD-ELM2025