Prediction of surface settlements induced by shield tunneling: An ANFIS model

Geotechnical Aspects of Underground Construction in Soft Ground - Proceedings of the 6th International Symposium, IS-SHANGHAI 2008

Volumn , Issue , 2009, Pages 551-554

  Hou, J ^a   Zhang, M X ^a   Tu, M ^a  

^a SHANGHAI UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ANFIS MODEL; FUZZY NEURAL NETWORK MODEL; FUZZY-NEURAL; GROUND SETTLEMENT; GROUND SURFACE SETTLEMENTS; MEASURED DATA; SHIELD TUNNELING; SURFACE SETTLEMENTS; SYSTEM COMBINATION;

FORECASTING; FUZZY NEURAL NETWORKS; FUZZY SETS; MATHEMATICAL MODELS; SETTLEMENT OF STRUCTURES; SHIELDING; SUBWAYS;

FUZZY LOGIC;

EID: 79952302101     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Chang, K.H. & Lee, J.J. 2003. Adaptive Network-based Fuzzy Inference System with Pruning. SICE Annual Conference in Fukui, 4-6 August 2003. Japan: Fukui University.
2. Gupta, M.M. & Rao, D.H. 1994. On the principles of fuzzy neural networks. Fuzzy Sets and Systems, 61(1): 1-8.
3. Jang, J.S. 1993. ANFIS: Adaptive-Network-based Fuzzy Inference Systems. IEEE Transactions on Systems, Man and Cybernetics, 23(3): 665-685.
4. Karakus, M. & Fowell, R.J. Effects of different tunnel face advance excavation on the settlement by FEM. Tunnelling and Underground Space Technology, 2003, 18(5): 513-523. (Pubitemid 37207943)
5. Peck, R.B. 1969. Deep excavation and tunneling in soft ground. Proceedings of 7th International Conference on Soil Mechanics and Foundation Engineering, Mexico.
6. Sun, J & Yuan, J.R. Soil disturbance and ground movement under shield tunnelling and it's intelligent prediction by using ANN technology. Chinese Journal of Geotechnical Engineering, 2001, 23(3):261-267. (in Chinese)
7. Tu M. The prediction of the ground settlements induced by based on the Fuzzy Neural Network. Shanghai university master's thesis. 2005. (in Chinese)