On a single transformer's data, the ANN, TCN, and TiDE models all forecast top-oil temperature with lower error than the IEC 60076-7 model, while the 98% quantile intervals under-cover substantially.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Data-Driven vs Traditional Approaches to Power Transformer's Top-Oil Temperature Estimation
On a single transformer's data, the ANN, TCN, and TiDE models all forecast top-oil temperature with lower error than the IEC 60076-7 model, while the 98% quantile intervals under-cover substantially.