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A transformer with layer-cross decoding for remaining ...
Springer
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由 P Guo 著作2023被引用 10 次 — This paper proposes a transformer-based model with a multi-layer encoder–decoder structure to extract domain-invariant features.
A transformer with layer-cross decoding for remaining ...
ResearchGate
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ResearchGate
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2024年10月22日 — Remaining useful life (RUL) prediction is critical for industrial equipment status detection, and the accurate prediction results provide ...
A transformer with layer-cross decoding for remaining useful ...
ACM Digital Library
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ACM Digital Library
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由 P Guo 著作2023被引用 10 次 — Remaining useful life (RUL) prediction is critical for industrial equipment status detection, and the accurate prediction results provide ...
A transformer with layer-cross decoding for remaining ...
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A transformer with layer-cross decoding for remaining useful life prediction. Authors. Guo, Peng; Liu, Qi; Yu, Shui; Xiong, Jianyu; Tan, Xiang; Guo, Chao.
The proposed layer-cross decoding strategy
ResearchGate
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ResearchGate
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Remaining useful life (RUL) prediction is critical for industrial equipment status detection, and the accurate prediction results provide decision-makers ...
Shui Yu - Google 学术搜索
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A transformer with layer-cross decoding for remaining useful life prediction. P Guo, Q Liu, S Yu, J Xiong, X Tan, C Guo. The Journal of Supercomputing 79 (10), ...
Jianyu Xiong - Google 学术搜索
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A transformer with layer-cross decoding for remaining useful life prediction. P Guo, Q Liu, S Yu, J Xiong, X Tan, C Guo. The Journal of Supercomputing 79 (10) ...
Transformer-based novel framework for remaining useful ...
ScienceDirect.com
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由 S Kim 著作2024被引用 2 次 — The harmonic-frequency transformer (HarFT) model, based on the transformer encoder, is employed to predict the RUL using the H-S Matrix. These processes enable ...
Transformer Model for Remaining Useful Life Prediction of ...
IOPscience
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由 Q Li 著作2022被引用 8 次 — Each layer of the decoder includes three sub-layers: masked multi-head self-attention mechanism, decoder multi-head attention mechanism, and feed-forward neural ...
Remaining useful life estimation via transformer encoder ...
Semantic Scholar
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A transformer with layer-cross decoding for remaining useful life prediction · Peng GuoQi LiuShui YuJinjun XiongX. TanChao Guo. Engineering, Computer Science.