Response surface and genetic method of deformation back analysis for high core rockfill dams
High core rockfill dams exhibit complex deformation mechanisms because of complicated geological conditions, many material partitions and severe weather conditions. When realistic parameters cannot be obtained through laboratory tests or engineering analogies because of effects of size or time, back...
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Veröffentlicht in: | Computers and geotechnics 2016-04, Vol.74, p.132-140 |
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creator | Guo, Qinqin Pei, Liang Zhou, Zhengjun Chen, Jiankang Yao, Fuhai |
description | High core rockfill dams exhibit complex deformation mechanisms because of complicated geological conditions, many material partitions and severe weather conditions. When realistic parameters cannot be obtained through laboratory tests or engineering analogies because of effects of size or time, back analysis is necessary to predict deformation characteristics. This paper proposes a method of deformation back analysis based on the response surface method and genetic optimization theory. The parameters of the creep and Duncan–Chang models for the Pubugou gravelly soil core rockfill dam are sequentially calculated. Back analysis performed using this method efficiently yields more precise results than those obtained from laboratory-determined parameters. |
doi_str_mv | 10.1016/j.compgeo.2016.01.001 |
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When realistic parameters cannot be obtained through laboratory tests or engineering analogies because of effects of size or time, back analysis is necessary to predict deformation characteristics. This paper proposes a method of deformation back analysis based on the response surface method and genetic optimization theory. The parameters of the creep and Duncan–Chang models for the Pubugou gravelly soil core rockfill dam are sequentially calculated. Back analysis performed using this method efficiently yields more precise results than those obtained from laboratory-determined parameters.</description><subject>Core rockfill dam</subject><subject>Creep (materials)</subject><subject>Deformation</subject><subject>Deformation back analysis</subject><subject>Genetic algorithm</subject><subject>Genetics</subject><subject>Mathematical models</subject><subject>Optimization</subject><subject>Response surface method</subject><subject>Response surfaces</subject><subject>Rockfill dams</subject><subject>Weather conditions</subject><issn>0266-352X</issn><issn>1873-7633</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqNkE1LAzEQhoMoWKs_QcjRy67JpslmTyLiFxQE8eBBCOlk0qbubmqyFfrvXWnvehpmeN4X5iHkkrOSM66u1yXEbrPEWFbjWjJeMsaPyITrWhS1EuKYTFilVCFk9X5KznJej4BqdDMhH6-YN7HPSPM2eQtIbe_oEnscAtAOh1V0NHrq0MfU2SHEni4sfI6YbXc5ZDre6SosVxRiQpoifPrQttTZLp-TE2_bjBeHOSVvD_dvd0_F_OXx-e52XoCo5VDYWSW9UIJZtFK7Ws6AN1YCMqk1LhTCzNoaPKusd8x5zRzqpkENYsG4E1Nyta_dpPi1xTyYLmTAtrU9xm02XLNGCSmE_g-qRS1Uw0dU7lFIMeeE3mxS6GzaGc7Mr3ezNgfv5te7YdyMWsfczT6H48ffAZPJELAHdCEhDMbF8EfDD9Aij_U</recordid><startdate>201604</startdate><enddate>201604</enddate><creator>Guo, Qinqin</creator><creator>Pei, Liang</creator><creator>Zhou, Zhengjun</creator><creator>Chen, Jiankang</creator><creator>Yao, Fuhai</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H96</scope><scope>L.G</scope><scope>7SC</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>201604</creationdate><title>Response surface and genetic method of deformation back analysis for high core rockfill dams</title><author>Guo, Qinqin ; Pei, Liang ; Zhou, Zhengjun ; Chen, Jiankang ; Yao, Fuhai</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c375t-a425f3630aea58d754c19a5ce0588eb6ec4aa7cf02afd0df80de899e8c3b01d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Core rockfill dam</topic><topic>Creep (materials)</topic><topic>Deformation</topic><topic>Deformation back analysis</topic><topic>Genetic algorithm</topic><topic>Genetics</topic><topic>Mathematical models</topic><topic>Optimization</topic><topic>Response surface method</topic><topic>Response surfaces</topic><topic>Rockfill dams</topic><topic>Weather conditions</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Guo, Qinqin</creatorcontrib><creatorcontrib>Pei, Liang</creatorcontrib><creatorcontrib>Zhou, Zhengjun</creatorcontrib><creatorcontrib>Chen, Jiankang</creatorcontrib><creatorcontrib>Yao, Fuhai</creatorcontrib><collection>CrossRef</collection><collection>Water Resources Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Computers and geotechnics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Guo, Qinqin</au><au>Pei, Liang</au><au>Zhou, Zhengjun</au><au>Chen, Jiankang</au><au>Yao, Fuhai</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Response surface and genetic method of deformation back analysis for high core rockfill dams</atitle><jtitle>Computers and geotechnics</jtitle><date>2016-04</date><risdate>2016</risdate><volume>74</volume><spage>132</spage><epage>140</epage><pages>132-140</pages><issn>0266-352X</issn><eissn>1873-7633</eissn><abstract>High core rockfill dams exhibit complex deformation mechanisms because of complicated geological conditions, many material partitions and severe weather conditions. When realistic parameters cannot be obtained through laboratory tests or engineering analogies because of effects of size or time, back analysis is necessary to predict deformation characteristics. This paper proposes a method of deformation back analysis based on the response surface method and genetic optimization theory. The parameters of the creep and Duncan–Chang models for the Pubugou gravelly soil core rockfill dam are sequentially calculated. Back analysis performed using this method efficiently yields more precise results than those obtained from laboratory-determined parameters.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.compgeo.2016.01.001</doi><tpages>9</tpages></addata></record> |
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subjects | Core rockfill dam Creep (materials) Deformation Deformation back analysis Genetic algorithm Genetics Mathematical models Optimization Response surface method Response surfaces Rockfill dams Weather conditions |
title | Response surface and genetic method of deformation back analysis for high core rockfill dams |
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