Geotechnical parameter identification of no-tension elastic–plastic model using extended Kalman filter
In this study, a probabilistic procedure is presented for determination of the mechanical parameters of rock mass around a tunnel accounting for measurement uncertainties. The formulation of the inverse problem allows the incorporation of both the field measurements and prior information. In the met...
| Main Authors: | , , |
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| Format: | Journal Article |
| Published: |
Maney Publishing
2011
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| Subjects: | |
| Online Access: | http://hdl.handle.net/20.500.11937/42212 |
| Summary: | In this study, a probabilistic procedure is presented for determination of the mechanical parameters of rock mass around a tunnel accounting for measurement uncertainties. The formulation of the inverse problem allows the incorporation of both the field measurements and prior information. In the method, a non-linear finite element (FE) method for analysing the direct problems of tunnelling in a jointed rock mass with no-tension elastic–plastic behaviour is coupled with the extended Kalman filter (EKF) to modify the geotechnical parameters in a statistical context. The validity of the back-analysis system was demonstrated through a synthetic example of a deep tunnel in a yielding rock mass. The results show the fast convergence and the great potential of the proposed procedure. |
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