Scipediacontent: Scipediacontent moved page Draft Content 879026480 to Qian et al 2016c

2021-02-03T15:00:35Z

Scipediacontent moved page Draft Content 879026480 to Qian et al 2016c

Scipediacontent: Created page with " == Abstract == During the foundation pit excavation,the prediction of ground surface settlement around deep foundation pit is directly related to the safety of the foundatio..."

2021-02-03T15:00:31Z

Created page with " == Abstract == During the foundation pit excavation,the prediction of ground surface settlement around deep foundation pit is directly related to the safety of the foundatio..."

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== Abstract ==

During the foundation pit excavation,the prediction of ground surface settlement around deep foundation pit is directly related to the safety of the foundation pit excavation, surrounding buildings and pipelines, but the ground surface settlement of foundation pit has the characteristics of nonlinear and fuzzy. So it is necessary to monitor and predict the excavation settlement according to the excavation conditions, the surrounding environment, security level and other buildings around. Neural networkcan simulate any unknown system of complex polygene conveniently and high precision. GRNN and two improved BP neural network prediction models are established to predictsettlement in this paper. The ground surfacesettlement around a deep foundation pit is predicted with all main influential factors being taken into account properly. The three neural network prediction models—GRNN, PSO-BP and GA-BPpredictionmodel are analyzed in principle and network architecture design.And they are used to predict ground surface settlement for an engineering example in Beijing. The prediction results show that neural network have high feasibility and reliabilityin predicting ground surface settlement around deep foundation pit, and neural network will have better application prospect in the field of geotechnical in-situ testing & monitoring.

== Original document ==

The different versions of the original document can be found in:

* [http://dx.doi.org/10.2991/icache-15.2015.81 http://dx.doi.org/10.2991/icache-15.2015.81] under the license https://creativecommons.org/licenses/by

* [https://download.atlantis-press.com/article/25846018.pdf https://download.atlantis-press.com/article/25846018.pdf]

* [https://www.atlantis-press.com/proceedings/icache-15/25846018 https://www.atlantis-press.com/proceedings/icache-15/25846018],
: [https://academic.microsoft.com/#/detail/2329001225 https://academic.microsoft.com/#/detail/2329001225] under the license cc-by

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Qian et al 2016c - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 879026480 to Qian et al 2016c

Scipediacontent: Created page with " == Abstract == During the foundation pit excavation,the prediction of ground surface settlement around deep foundation pit is directly related to the safety of the foundatio..."