A Data Augmentation Boosted Dual Informer Framework for the Performance Degradation Prediction of Aero-Engines

Zhiyao Zhang,Pengpeng Chen,Chenguang Xing, Bo Liu, Ruo Wang,Longxiao Li,Xiaohui Chen,Enrico Zio

IEEE SENSORS JOURNAL（2023）

引用 5|浏览22

关键词

Degradation,Aircraft propulsion,Predictive models,Data models,Time series analysis,Transformers,Decoding,Aero-engine,data augmentation,performance degradation prediction,Transformer

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