A Novel Reconstruction Method for Irregularly Sampled Observation Sequences for Digital Twin
Various uncertainties such as communication delay, packet loss and disconnection in the Industrial Internet, as well as the asynchronous sampling of sensors, can cause irregularity, sparsity, and misalignment of sampling sequences, and thereby seriously affect the training and prediction performance...
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| Main Authors: | Haonan Jiang, Yanbo Zhao, Qiao Zhu, Yuanli Cai |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-04-01
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| Series: | Applied Sciences |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2076-3417/15/9/4706 |
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