Development of Transformer-based Model for Prediction of PEMFC Remaining Useful Life

A Transformer model to predict the remaining useful life of a fuel cell, which has demonstrated superior performance in analyzing time series data. The dataset was created from long-term performance evaluation experiments conducted in rated power mode, with measurements taken every 10 hours. We prep...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Da Hye Geum, Hyeon Do Han, Hyunjun Yang, Heejun Shin, Suk Won Cha, Gu Young Cho
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Korean Society for Precision Engineering 2025-12-01
Edice:	한국정밀공학회지
Témata:	polymer electrolyte membrane fuel cell remaining useful lifetime prediction transformer model self-attention
On-line přístup:	http://www.jkspe.or.kr/upload/pdf/JKSPE-025-00015.pdf
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!