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Intelligent shield machine selection for subway tunnel using machine learning

delete2025-09-04
delete0
PRE
AI
J
Jichen Xie
J
Jinyang Fu *
H
Haoyu Wang
J
Junsheng Yang
DOI：10.1016/j.autcon.2025.106492delete
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摘要

摘要

En 中文
• 通过结合K-中位数和灰色关联分析提取地层的主要地质参数。 • 整合插补和滤波方法以优化盾构机参数数据集的制备。 • 一种WHAC-SIMO-RNN神经网络结构预测多个盾构机参数，用于盾构机选型。 • 一种模型评估盾构机在多个工程案例中的适应性。

期刊

Automation in Construction 封面图
Automation in Construction
IF:
11.5
论文数:
6.3K
被引数:
4.2W

机构

C
Central South University
学者数:
10.0W
论文数: 7.2W
被引数: 10.9W
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