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...

وصف كامل

التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Da Hye Geum, Hyeon Do Han, Hyunjun Yang, Heejun Shin, Suk Won Cha, Gu Young Cho
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	Korean Society for Precision Engineering 2025-12-01
سلاسل:	한국정밀공학회지
الموضوعات:	polymer electrolyte membrane fuel cell remaining useful lifetime prediction transformer model self-attention
الوصول للمادة أونلاين:	http://www.jkspe.or.kr/upload/pdf/JKSPE-025-00015.pdf
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!