Unsupervised Transfer Learning for Remaining Useful Life Prediction of Elevator Brake

In order to improve the life prediction effect of elevator brake in the real working environment, an unsupervised deep transfer learning (UDTL) method based on long short-term memory encoder-decoder (LSTM-ED) was proposed. The simulation data were used to analyze the health status of brake when it w...

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Auteur principal: JIANG Yudi, HU Hui, YIN Yuehong
Format: article
Langue:ZH
Publié: Editorial Office of Journal of Shanghai Jiao Tong University 2021
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Accès en ligne:https://doaj.org/article/a2a1a5e4197e4338aaa2e83177871b30
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