Real-time analysis and prediction of shield cutterhead torque using optimized gated recurrent unit neural network

An accurate prediction of earth pressure balance (EPB) shield moving performance is important to ensure the safety tunnel excavation. A hybrid model is developed based on the particle swarm optimization (PSO) and gated recurrent unit (GRU) neural network. PSO is utilized to assign the optimal hyperp...

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Detaylı Bibliyografya
Asıl Yazarlar:	Song-Shun Lin, Shui-Long Shen, Annan Zhou
Materyal Türü:	Artigo
Dil:	Inglês
Baskı/Yayın Bilgisi:	Elsevier 2022-08-01
Seri Bilgileri:	Journal of Rock Mechanics and Geotechnical Engineering
Konular:	Earth pressure balance (EPB) shield tunneling Cutterhead torque (CHT) prediction Particle swarm optimization (PSO) Gated recurrent unit (GRU) neural network
Online Erişim:	http://www.sciencedirect.com/science/article/pii/S1674775522001330
Etiketler:	Etiketle Etiket eklenmemiş, İlk siz ekleyin!

Real-time analysis and prediction of shield cutterhead torque using optimized gated recurrent unit neural network

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