QR Code

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...

Full description

Saved in:
Main Authors: Da Hye Geum, Hyeon Do Han, Hyunjun Yang, Heejun Shin, Suk Won Cha, Gu Young Cho
Format: Artigo
Language:Inglês
Published: Korean Society for Precision Engineering 2025-12-01
Series:한국정밀공학회지
Subjects:
polymer electrolyte membrane fuel cell
remaining useful lifetime
prediction
transformer model
self-attention
Online Access:http://www.jkspe.or.kr/upload/pdf/JKSPE-025-00015.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items