Early warning study of field station process safety based on VMD-CNN-LSTM-self-attention for natural gas load prediction.
- DOI
- 10.1038/s41598-025-85582-2
- Published
- 2025 Feb 21
- Container
- Scientific reports
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.1038/s41598-025-85582-2,
title = {Early warning study of field station process safety based on VMD-CNN-LSTM-self-attention for natural gas load prediction.},
author = {Zhao W and Shao B and Tian N and Zhang W and Zhao X and Wu S},
year = {2025},
journal = {Scientific reports},
doi = {10.1038/s41598-025-85582-2},
url = {https://doi.org/10.1038/s41598-025-85582-2}
}RIS
TY - JOUR TI - Early warning study of field station process safety based on VMD-CNN-LSTM-self-attention for natural gas load prediction. AU - Zhao W AU - Shao B AU - Tian N AU - Zhang W AU - Zhao X AU - Wu S PY - 2025 JO - Scientific reports DO - 10.1038/s41598-025-85582-2 UR - https://doi.org/10.1038/s41598-025-85582-2 ER -
APA
W, Z., B, S., N, T., W, Z., X, Z., & S, W. (2025). Early warning study of field station process safety based on VMD-CNN-LSTM-self-attention for natural gas load prediction.. Scientific reports. https://doi.org/10.1038/s41598-025-85582-2
Source records
- pubmed · retrieved 2026-09-25T23:30:21.202Z