Monitoring Model of Concrete Dam Deformation Based on Gray Wolf Optimization Algorithm
Dam deformation is one of the most reliable indicators that can reflect the actual condition of concrete dam.Modeling and analysis of dam deformation monitoring data is an effective way to reflect the operation behavior of concrete dam and seek for the internal law of deformation.In addition,the mat...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Pearl River
2021-01-01
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| Series: | Renmin Zhujiang |
| Subjects: | |
| Online Access: | http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2021.11.015 |
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| _version_ | 1841535754486939648 |
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| author | CHEN Shuyun ZHOU Wenzhong GU Yanchang WANG Hong |
| author_facet | CHEN Shuyun ZHOU Wenzhong GU Yanchang WANG Hong |
| author_sort | CHEN Shuyun |
| collection | DOAJ |
| description | Dam deformation is one of the most reliable indicators that can reflect the actual condition of concrete dam.Modeling and analysis of dam deformation monitoring data is an effective way to reflect the operation behavior of concrete dam and seek for the internal law of deformation.In addition,the mathematical model can be applied to predict the deformation.In order to improve the accuracy of modeling and deformation prediction,this paper proposes a deformation monitoring model of concrete dam based on gray wolf optimization algorithm,applies the model to the engineering examples and compares the results with that from the statistical model established by the conventional stepwise regression method and the BP-neural network.The results show that the monitoring model based on the gray wolf optimization algorithm has higher accuracy and better prediction effect.Therefore,the gray wolf algorithm is superior in establishing deformation model,which provides a new reference for deformation analysis and prediction of concrete dam. |
| format | Article |
| id | doaj-art-182c783b22bb405fa6d76c5a970086b5 |
| institution | Kabale University |
| issn | 1001-9235 |
| language | zho |
| publishDate | 2021-01-01 |
| publisher | Editorial Office of Pearl River |
| record_format | Article |
| series | Renmin Zhujiang |
| spelling | doaj-art-182c783b22bb405fa6d76c5a970086b52025-01-15T02:27:47ZzhoEditorial Office of Pearl RiverRenmin Zhujiang1001-92352021-01-014247645705Monitoring Model of Concrete Dam Deformation Based on Gray Wolf Optimization AlgorithmCHEN ShuyunZHOU WenzhongGU YanchangWANG HongDam deformation is one of the most reliable indicators that can reflect the actual condition of concrete dam.Modeling and analysis of dam deformation monitoring data is an effective way to reflect the operation behavior of concrete dam and seek for the internal law of deformation.In addition,the mathematical model can be applied to predict the deformation.In order to improve the accuracy of modeling and deformation prediction,this paper proposes a deformation monitoring model of concrete dam based on gray wolf optimization algorithm,applies the model to the engineering examples and compares the results with that from the statistical model established by the conventional stepwise regression method and the BP-neural network.The results show that the monitoring model based on the gray wolf optimization algorithm has higher accuracy and better prediction effect.Therefore,the gray wolf algorithm is superior in establishing deformation model,which provides a new reference for deformation analysis and prediction of concrete dam.http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2021.11.015concrete damdeformationgray wolf optimization algorithmmonitoring modelprediction |
| spellingShingle | CHEN Shuyun ZHOU Wenzhong GU Yanchang WANG Hong Monitoring Model of Concrete Dam Deformation Based on Gray Wolf Optimization Algorithm Renmin Zhujiang concrete dam deformation gray wolf optimization algorithm monitoring model prediction |
| title | Monitoring Model of Concrete Dam Deformation Based on Gray Wolf Optimization Algorithm |
| title_full | Monitoring Model of Concrete Dam Deformation Based on Gray Wolf Optimization Algorithm |
| title_fullStr | Monitoring Model of Concrete Dam Deformation Based on Gray Wolf Optimization Algorithm |
| title_full_unstemmed | Monitoring Model of Concrete Dam Deformation Based on Gray Wolf Optimization Algorithm |
| title_short | Monitoring Model of Concrete Dam Deformation Based on Gray Wolf Optimization Algorithm |
| title_sort | monitoring model of concrete dam deformation based on gray wolf optimization algorithm |
| topic | concrete dam deformation gray wolf optimization algorithm monitoring model prediction |
| url | http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2021.11.015 |
| work_keys_str_mv | AT chenshuyun monitoringmodelofconcretedamdeformationbasedongraywolfoptimizationalgorithm AT zhouwenzhong monitoringmodelofconcretedamdeformationbasedongraywolfoptimizationalgorithm AT guyanchang monitoringmodelofconcretedamdeformationbasedongraywolfoptimizationalgorithm AT wanghong monitoringmodelofconcretedamdeformationbasedongraywolfoptimizationalgorithm |