Intelligent prediction of surrounding rock deformation of shallow buried highway tunnel and its engineering application

•Deformation is predicted by support vector machine information granulation.•Minimum, average and maximum of surrounding rock deformation are predicted.•Support vector machine parameter optimization method is optimized. The potential arch crown settlement is one of the most hazardous factors in shal...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Tunnelling and underground space technology 2019-08, Vol.90, p.1-11
Hauptverfasser:	Shi, Shaoshuai, Zhao, Ruijie, Li, Shucai, Xie, Xiaokun, Li, Liping, Zhou, Zongqing, Liu, Hongliang
Format:	Artikel
Sprache:	eng
Schlagworte:	Arches Deformation effects Excavation Granulation Highways Information granulation Intelligent prediction Rocks Shallow tunnel Support vector machine Support vector machines Surrounding rock deformation Time series Tunnels Underground construction
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!