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Interpretable predictive model for shield attitude control performance based on XGboost and SHAP
The sudden decline in the attitude control performance is a common abnormal situation during shield tunneling. When the problem happens, the shield driver will have difficulty controlling the shield's attitude, which will cause the shield to deviate from its design axis and affect the quality o...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9617904/ https://www.ncbi.nlm.nih.gov/pubmed/36309530 http://dx.doi.org/10.1038/s41598-022-22948-w |