Predicting Pore-Water Pressure in Front of a TBM Using a Deep Learning Approach

Author:

Qin Su1,Xu Tao2,Zhou Wan-Huan3ORCID

Affiliation:

1. Ph.D. Student, State Key Laboratory of Internet of Things for Smart City & Dept. of Civil and Environment Engineering, Univ. of Macau, Macau SAR 999078, China; Center for Ocean Research in Hong Kong and Macau (CORE), Hong Kong 999077, China.

2. State Key Laboratory of Internet of Things for Smart City & Dept. of Civil and Environment Engineering, Univ. of Macau, Macau SAR 999078, China.

3. Associate Professor, State Key Laboratory of Internet of Things for Smart City & Dept. of Civil and Environment Engineering, Univ. of Macau, Macau SAR 999078, China; Center for Ocean Research in Hong Kong and Macau (CORE), Hong Kong 999077, China (corresponding author). ORCID: .

Publisher

American Society of Civil Engineers (ASCE)

Subject

Soil Science

Reference29 articles.

1. Aime, R., P. Aristaghes, P. Autuori, and S. Minec. 2004. “15m diameter tunnelling under Netherlands polders.” In Proc., 30th ITA-AITES World Tunnel Congress Singapore, Amsterdam, The Netherlands: Elsevier.

2. Bezuijen, A. 2002. “The influence of soil permeability on the properties of a foam mixture in a TBM.” In In Proc., 4th Int. Symp. on Geotechnical Aspects of Underground Construction in Soft Grounds, 221–226. Lyon, France: Spécidque.

3. Bezuijen, A., J. P. Pruiksma, and H. H. van Meerten. 2005. “Pore pressures in front of tunnel, measurements, calculations and consequences for stability of tunnel face.” In A Decade of Progress. GeoDelft 1995–2005, 27–33. Amsterdam, The Netherlands: Taylor & Francis/Balkema.

4. Broere W. 2001. “Tunnel face stability and new CPT applications.” Ph.D. thesis Geoscience & Engineering Delft Univ. of Technology.

5. Broere, W. 2002. “Influence of excess pore pressures on the stability of the tunnel face.” In Proc., 4th Int. Symp. on Geotechnical Aspects of Underground Construction in Soft Ground, 179–184. Lyon, France: Spécidque.

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