Comprehensive Determination of Reinforcement Parameters for High Cut Slope Based on Intelligent Optimization and Numerical Analysis
文献类型:期刊论文
作者 | Meng, Fanzhen1; Gao, Hui2; Li, Shaojun1; Xu, Demin2 |
刊名 | JOURNAL OF EARTH SCIENCE
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出版日期 | 2012 |
卷号 | 23期号:2页码:233-242 |
关键词 | high cut slope reinforcement parameter comprehensive determination anti-sliding pile Three Gorges |
ISSN号 | 1674-487X |
DOI | 10.1007/s12583-012-0250-9 |
英文摘要 | High cut slopes have been widely formed due to excavation activities during the period of immigrant relocation in the reservoir area of the Three Gorges, China. Effective reinforcement measures must be taken to guarantee the stability of the slopes and the safety of residents. This article presents a comprehensive method for integrating particle swarm optimization (PSO) and support vector machines (SVMs), combined with numerical analysis, to handle the determination of appropriate reinforcement parameters, which guarantee both slope stability and lower construction costs. The relationship between reinforcement parameters and slope factor of safety (FOS) and construction costs is investigated by numerical analysis and SVMs, PSO is adopted to determine the best SVM performance resulting in the lowest construction costs for a given FOS. This methodology is demonstrated by a practical reservoir high cut slope stabilised with anti-sliding piles, which is located at the Xingshan (sic) County of Hubei (sic) Province, China. The determination process of reinforcement parameters is discussed profoundly, and the pile spacing, length, and section dimension are obtained. The results provide a satisfactory reinforcement design, making it possible a signficant reduction in construction costs. |
WOS研究方向 | Geology |
语种 | 英语 |
WOS记录号 | WOS:000302526200012 |
出版者 | CHINA UNIV GEOSCIENCES |
源URL | [http://119.78.100.198/handle/2S6PX9GI/3341] ![]() |
专题 | 岩土力学所知识全产出_期刊论文 国家重点实验室知识产出_期刊论文 |
作者单位 | 1.Chinese Acad Sci, Inst Rock & Soil Mech, State Key Lab Geomech & Geotech Engn ; 2.China Univ Geosci, Fac Engn |
推荐引用方式 GB/T 7714 | Meng, Fanzhen,Gao, Hui,Li, Shaojun,et al. Comprehensive Determination of Reinforcement Parameters for High Cut Slope Based on Intelligent Optimization and Numerical Analysis[J]. JOURNAL OF EARTH SCIENCE,2012,23(2):233-242. |
APA | Meng, Fanzhen,Gao, Hui,Li, Shaojun,&Xu, Demin.(2012).Comprehensive Determination of Reinforcement Parameters for High Cut Slope Based on Intelligent Optimization and Numerical Analysis.JOURNAL OF EARTH SCIENCE,23(2),233-242. |
MLA | Meng, Fanzhen,et al."Comprehensive Determination of Reinforcement Parameters for High Cut Slope Based on Intelligent Optimization and Numerical Analysis".JOURNAL OF EARTH SCIENCE 23.2(2012):233-242. |
入库方式: OAI收割
来源:武汉岩土力学研究所
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