Machine Learning-Based Measurement and Prediction of Ground Settlement Induced by Shield Tunneling Undercrossing Existing Tunnels in Composite Strata

To address the issue of insufficient accuracy in traditional settlement prediction methods for shield tunneling undercrossing in composite strata in Hangzhou, this paper proposes a particle swarm optimization (PSO)-based Bidirectional Long Short-Term Memory neural network (Bi-LSTM) prediction model...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Mei Dong, Mingzhe Guan, Kuihua Wang, Yeyao Wu, Yuhan Fu
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2025-03-01
Цуврал:	Sensors
Нөхцлүүд:	shield tunnel monitoring ground settlement machine learning prediction model LSTM
Онлайн хандалт:	https://www.mdpi.com/1424-8220/25/5/1600
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!