Time Series Recovery Using Adjacent Channel Data Based on LSTM: A Case Study of Subway Vibrations

Multi-sensor technology has been widely applied in the condition monitoring of rail transit. In practice, the data of some channels in the high channel counts are often abnormal or lost due to the abnormality and damage of the sensors, thus resulting in a large amount of data waste. A method for the...

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Hlavní autoři: Tao Xin, Yi Yang, Xiaoli Zheng, Jing Lin, Sen Wang, Pengsong Wang
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2022-11-01
Edice:Applied Sciences
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On-line přístup:https://www.mdpi.com/2076-3417/12/22/11497