A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Neural Networks Model for Settlement Prediction of Embankment
Based on the theory of artificial neural networks and back propagation algorithm, a model for predicting the settlement of embankment was proposed. Neural networks was proceeded with Matlab program. Combining with the real settlement data of Jieyang highway, the model was trained again and again, and then the parameters of model was calibrated. Comparing the prediction value of model with the observational data based on field measurement, it shows that the accordance of the predicted settlements by the proposed model with the measured data is better. As a branch of nonlinear science, neural network theory has strong practical value and advantages in embankment settlement engineering analysis and prediction, because of its strong ability to learn and its high accuracy to approach any nonlinear function.
Neural Networks Model for Settlement Prediction of Embankment
Based on the theory of artificial neural networks and back propagation algorithm, a model for predicting the settlement of embankment was proposed. Neural networks was proceeded with Matlab program. Combining with the real settlement data of Jieyang highway, the model was trained again and again, and then the parameters of model was calibrated. Comparing the prediction value of model with the observational data based on field measurement, it shows that the accordance of the predicted settlements by the proposed model with the measured data is better. As a branch of nonlinear science, neural network theory has strong practical value and advantages in embankment settlement engineering analysis and prediction, because of its strong ability to learn and its high accuracy to approach any nonlinear function.
Neural Networks Model for Settlement Prediction of Embankment
Bi, Qing-Tao (author) / Ding, Shu-Yun (author)
2012
5 Seiten
Conference paper
English
Neural Networks Model for Settlement Prediction of Embankment
| Trans Tech Publications | 2012
Prediction of Embankment Settlement Over Soft Soils
| NTIS | 2009
Bridge Embankment Settlement Analysis
| British Library Conference Proceedings | 1997
Settlement prediction for an embankment on soft clay
| British Library Online Contents | 2018
Finite element settlement prediction of a bridge embankment
| British Library Conference Proceedings | 1995