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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Mikhail Olkhovskiy

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Conference Sep 2026

XAI-Enabled Quantification of Insulation Aging from Reference-Signal Response

Reliable and auditable assessment of insulation aging in high-voltage assets is essential for condition-based maintenance and failure prevention. We present a methodology that combines controlled excitation using a broadband reference signal (MHz-range chirp) with explainable AI (XAI) to enable interpretable classifica...

Mikhail Olkhovskiy, E. Műllerová, Petr Martínek et al. · 0 citations

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