Article(id=1222963546103734995, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1222963536863678929, articleNumber=null, orderNo=null, doi=10.20040/j.cnki.1000-7709.2023.20221369, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1656950400000, receivedDateStr=2022-07-05, revisedDate=1658851200000, revisedDateStr=2022-07-27, acceptedDate=null, acceptedDateStr=null, onlineDate=1769506830954, onlineDateStr=2026-01-27, pubDate=1682352000000, pubDateStr=2023-04-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1769506830954, onlineIssueDateStr=2026-01-27, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1769506830954, creator=13701087609, updateTime=1769506830954, updator=13701087609, issue=Issue{id=1222963536863678929, tenantId=1146029695717560320, journalId=1205116964453384197, year='2023', volume='41', issue='4', pageStart='1', pageEnd='220', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1769506828752, creator=13701087609, updateTime=1769508076664, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1222968771057279321, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1222963536863678929, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1222968771057279322, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1222963536863678929, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=118, endPage=122, ext={EN=ArticleExt(id=1222963547227808581, articleId=1222963546103734995, tenantId=1146029695717560320, journalId=1205116964453384197, language=EN, title=Inversion Analysis of Dynamic Parameters of High Panel Rockfill Dams Considering Concept of Uncertainty, columnId=1222925280734335368, journalTitle=Water Resources and Power, columnName=DAM SAFETY AND MONITORING, runingTitle=null, highlight=null, articleAbstract=

Most existing parameter inversion methods of the dynamic constitutive model parameters do not take the concept of uncertainty into account. Therefore, the adaptive cloud transformation algorithm (AGCT) was combined with RBF neural network (RBFNN) to construct an adaptive cloud neural network parameter inversion model (AGCTNN), which converts the uncertainty concept into quantitative values and better takes into account the influence of the randomness and ambiguity between dam systems on the inversion of dynamic parameters. AGCT was compared and analyzed with three traditional clustering algorithms, K-Means, SOM and DBSCAN, to verify the superiority and feasibility of the algorithms. The inversion analysis was then carried out on engineering examples using two inversion models, AGCTNN and RBFNN. The results show that the positive coupling results of the proposed inversion model are in better agreement with the measured values, and the error range between the measured and inverse values of peak acceleration at measurement points is reduced from 8.73%-25.17% to 2.31%-8.16%, which confirms the reasonableness of the inversion model and the possibility of its application in practical engineering.

, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=null, fund=null, authors=null, authorsList=Zi-yi SONG, Peng-ju HAN, Cong MA, Hong-yang ZHANG), CN=ArticleExt(id=1222963547500438366, articleId=1222963546103734995, tenantId=1146029695717560320, journalId=1205116964453384197, language=CN, title=考虑不确定性概念的高面板堆石坝动力参数反演分析, columnId=1222925280923079060, journalTitle=水电能源科学, columnName=大坝安全与监测, runingTitle=null, highlight=null, articleAbstract=

针对目前动本构模型参数反演方法大多未考虑参数不确定性的问题,将自适应云变换算法(AGCT)与RBF神经网络(RBFNN)相结合,构建了自适应云神经网络参数反演模型(AGCTNN),将不确定性概念转换为定量数值,较好地考虑了大坝系统间的随机性与模糊性对动力参数反演的影响。对比分析AGCT与K-Means、SOM、DBSCAN三种传统聚类算法,验证了算法的优越性与可行性,而后利用AGCTNN与RBFNN两种反演模型对工程实例进行了反演分析。结果表明,提出的反演模型正耦合计算结果与实测值一致性更好,测点峰值加速度实测值与反演值的误差范围由8.73%~25.17%降至2.31%~8.16%,印证了该反演模型的合理性与应用于实际工程中的可能性。

, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=fF4jss+lZrKbHum/1N0/rQ==, magXml=AuXb00MTaE1Rd11IJ4kdZw==, pdfUrl=null, pdf=DeyfnrsVJBvXdFPn5PfwaA==, pdfFileSize=2835270, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=/ga1WltnY39ROCpxaU0XMQ==, mapNumber=null, authorCompany=null, fund=null, authors=

宋子屹(1997-),男,硕士,研究方向为水工结构工程,E-mail:

, authorsList=宋子屹, 韩鹏举, 马聪, 张宏洋)}, authors=[Author(id=1222963547932451719, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=songziyi_2021@163.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1222963548058280850, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, authorId=1222963547932451719, language=EN, stringName=Zi-yi SONG, firstName=Zi-yi, middleName=null, lastName=SONG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou 450046, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1222963548179915675, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, authorId=1222963547932451719, language=CN, stringName=宋子屹, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.华北水利水电大学水利学院,河南 郑州 450046, bio={"content":"

宋子屹(1997-),男,硕士,研究方向为水工结构工程,E-mail:

"}, bioImg=null, bioContent=

宋子屹(1997-),男,硕士,研究方向为水工结构工程,E-mail:

, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1222963547722736496, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, xref=1., ext=[AuthorCompanyExt(id=1222963547735319410, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547722736496, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou 450046, China), AuthorCompanyExt(id=1222963547743708019, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547722736496, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.华北水利水电大学水利学院,河南 郑州 450046)])]), Author(id=1222963548276384674, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, orderNo=1, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1222963548356076457, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, authorId=1222963548276384674, language=EN, stringName=Peng-ju HAN, firstName=Peng-ju, middleName=null, lastName=HAN, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou 450046, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1222963548427379631, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, authorId=1222963548276384674, language=CN, stringName=韩鹏举, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.华北水利水电大学水利学院,河南 郑州 450046, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1222963547722736496, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, xref=1., ext=[AuthorCompanyExt(id=1222963547735319410, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547722736496, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou 450046, China), AuthorCompanyExt(id=1222963547743708019, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547722736496, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.华北水利水电大学水利学院,河南 郑州 450046)])]), Author(id=1222963548532237240, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, orderNo=2, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1222963548628706242, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, authorId=1222963548532237240, language=EN, stringName=Cong MA, firstName=Cong, middleName=null, lastName=MA, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou 450046, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1222963548712592330, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, authorId=1222963548532237240, language=CN, stringName=马聪, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.华北水利水电大学水利学院,河南 郑州 450046, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1222963547722736496, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, xref=1., ext=[AuthorCompanyExt(id=1222963547735319410, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547722736496, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou 450046, China), AuthorCompanyExt(id=1222963547743708019, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547722736496, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.华北水利水电大学水利学院,河南 郑州 450046)])]), Author(id=1222963548788089810, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, orderNo=3, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1222963550159627232, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, authorId=1222963548788089810, language=EN, stringName=Hong-yang ZHANG, firstName=Hong-yang, middleName=null, lastName=ZHANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, address=1.School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou 450046, China
2.Collaborative Innovation Center of Water Resources Efficient Utilization and Protection Engineering of Henan Province, Zhengzhou 450046, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1222963550243513316, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, authorId=1222963548788089810, language=CN, stringName=张宏洋, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, address=1.华北水利水电大学水利学院,河南 郑州 450046
2.水资源高效利用与保障工程河南省协同创新中心,河南 郑州 450046, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1222963547722736496, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, xref=1., ext=[AuthorCompanyExt(id=1222963547735319410, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547722736496, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou 450046, China), AuthorCompanyExt(id=1222963547743708019, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547722736496, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.华北水利水电大学水利学院,河南 郑州 450046)]), AuthorCompany(id=1222963547840177021, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, xref=2., ext=[AuthorCompanyExt(id=1222963547852759936, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547840177021, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.Collaborative Innovation Center of Water Resources Efficient Utilization and Protection Engineering of Henan Province, Zhengzhou 450046, China), AuthorCompanyExt(id=1222963547861148545, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547840177021, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.水资源高效利用与保障工程河南省协同创新中心,河南 郑州 450046)])])], keywords=[Keyword(id=1222963550390313967, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=EN, orderNo=1, keyword=earth-rockfill dam), Keyword(id=1222963550495171573, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=EN, orderNo=2, keyword=equivalent linear model), Keyword(id=1222963550600029177, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=EN, orderNo=3, keyword=parameter inversion), Keyword(id=1222963550683915261, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=EN, orderNo=4, keyword=adaptive cloud neural network), Keyword(id=1222963550759412734, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=EN, orderNo=5, keyword=cloud transformation), Keyword(id=1222963550855880706, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=EN, orderNo=6, keyword=RBF neural network), Keyword(id=1222963550948155400, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=CN, orderNo=1, keyword=土石坝), Keyword(id=1222963551036235789, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=CN, orderNo=2, keyword=等效线性模型), Keyword(id=1222963551136899090, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=CN, orderNo=3, keyword=反演分析), Keyword(id=1222963551229173787, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=CN, orderNo=4, keyword=自适应云神经网络), Keyword(id=1222963551304671262, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=CN, orderNo=5, keyword=云变换算法), Keyword(id=1222963551388557346, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, language=CN, orderNo=6, keyword=RBF神经网络)], refs=null, funds=null, companyList=[AuthorCompany(id=1222963547722736496, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, xref=1., ext=[AuthorCompanyExt(id=1222963547735319410, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547722736496, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou 450046, China), AuthorCompanyExt(id=1222963547743708019, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547722736496, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.华北水利水电大学水利学院,河南 郑州 450046)]), AuthorCompany(id=1222963547840177021, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, xref=2., ext=[AuthorCompanyExt(id=1222963547852759936, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547840177021, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.Collaborative Innovation Center of Water Resources Efficient Utilization and Protection Engineering of Henan Province, Zhengzhou 450046, China), AuthorCompanyExt(id=1222963547861148545, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963546103734995, companyId=1222963547840177021, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.水资源高效利用与保障工程河南省协同创新中心,河南 郑州 450046)])], figs=null, attaches=null, journal=Journal(id=1205114436760272898, delFlag=0, nameCn=水电能源科学, nameEn=Water Resources and Power, nameHistory1=null, nameHistory2=null, issn=1000-7709, eissn=, cn=42-1231/TK, coden=null, periodic=月刊, language=CN, oaType=1, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=, officePhone=, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=MdM62FQAbNFxgeQbfsV63A==, journalPrice=null, startedYear=null, abbrevIsoEn=Water Resources and Power, journalRemark=null, publicationField=null, createdTime=1765251271671, updatedTime=1765529918575, createdBy=18614031015, updatedBy=13041195026, firstLetterCn=W, firstLetterEn=W, subjectCode=Engineering, subjectName=Engineering, subjectCodeEn=Engineering, subjectNameEn=null, picCn=MdM62FQAbNFxgeQbfsV63A==, picEn=bVvVzb1Vw5wPWDTRDsA6dw==, jcr=null, cjcr=null, exts=[JournalExt(id=1206283167728730402, language=CN, name=水电能源科学, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=, createdTime=1765529918844, updatedTime=1765529918844, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=, submissionAuthorUrl=https://sdny.cbpt.cnki.net/index.aspx?t=1, submissionEditorUrl=https://sdny.cbpt.cnki.net/index.aspx?t=3, submissionReviewUrl=https://sdny.cbpt.cnki.net/index.aspx?t=2, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""}), JournalExt(id=1206283167800033571, language=EN, name=Water Resources and Power, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=, createdTime=1765529918861, updatedTime=1765529918861, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=, submissionAuthorUrl=https://sdny.cbpt.cnki.net/index.aspx?t=1, submissionEditorUrl=https://sdny.cbpt.cnki.net/index.aspx?t=3, submissionReviewUrl=https://sdny.cbpt.cnki.net/index.aspx?t=2, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""})], databaseList=null, tenantJournalId=1205116964453384197, websiteList=[Website(id=1205118568041001173, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1205116964453384197, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/sdnykx/CN, language=CN, createTime=1765252256641, createBy=18614031015, updateTime=1765252461034, updateBy=18614031015, name=水电能源科学-中文, tplId=1146099689490845704, title=水电能源科学, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1205152539890131310, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568041001173, code=articleTextType, value=kx, createTime=1765260356161, updateTime=1765260356161, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152539864965483, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568041001173, code=banner, value=null, createTime=1765260356155, updateTime=1765260356155, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152539919491441, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568041001173, code=grayFlag, value=0, createTime=1765260356168, updateTime=1765260356168, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152539856576874, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568041001173, code=logo, value=https://castjournals.cast.org.cn/joweb/sdnykx/CN/file/pic?fileId=bX+sWBfK/Ed3Ho8UDVuTcA==, createTime=1765260356153, updateTime=1765260356153, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152539936268659, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568041001173, code=minRunFlag, value=0, createTime=1765260356172, updateTime=1765260356172, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152539881742701, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568041001173, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/sdnykx/CN/file/pic, createTime=1765260356159, updateTime=1765260356159, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152539927880050, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568041001173, code=silenceFlag, value=0, createTime=1765260356170, updateTime=1765260356170, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152539873354092, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568041001173, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1765260356157, updateTime=1765260356157, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152539902714223, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568041001173, code=themeColor, value=null, createTime=1765260356164, updateTime=1765260356164, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152539911102832, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568041001173, code=themeStyle, value=null, createTime=1765260356166, updateTime=1765260356166, creator=18614031015, updator=18614031015)]), Website(id=1205118568120692965, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1205116964453384197, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/sdnykx/EN, language=EN, createTime=1765252256660, createBy=18614031015, updateTime=1765252477325, updateBy=18614031015, name=水电能源科学-英文, tplId=1146101810881728533, title=Water Resources and Power, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1205152566700122488, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568120692965, code=articleTextType, value=kx, createTime=1765260362553, updateTime=1765260362553, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152566679150965, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568120692965, code=banner, value=null, createTime=1765260362548, updateTime=1765260362548, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152566721094011, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568120692965, code=grayFlag, value=0, createTime=1765260362558, updateTime=1765260362558, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152566670762356, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568120692965, code=logo, value=https://castjournals.cast.org.cn/joweb/sdnykx/EN/file/pic?fileId=bX+sWBfK/Ed3Ho8UDVuTcA==, createTime=1765260362546, updateTime=1765260362546, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152566742065533, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568120692965, code=minRunFlag, value=0, createTime=1765260362563, updateTime=1765260362563, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152566695928183, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568120692965, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/sdnykx/EN/file/pic, createTime=1765260362552, updateTime=1765260362552, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152566733676924, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568120692965, code=silenceFlag, value=0, createTime=1765260362561, updateTime=1765260362561, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152566687539574, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568120692965, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1765260362550, updateTime=1765260362550, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152566708511097, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568120692965, code=themeColor, value=null, createTime=1765260362555, updateTime=1765260362555, creator=18614031015, updator=18614031015), WebsiteProps(id=1205152566716899706, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1205118568120692965, code=themeStyle, value=null, createTime=1765260362557, updateTime=1765260362557, creator=18614031015, updator=18614031015)])], journalTitle=水电能源科学, weixinUrl=null, journalUrl=null, iacademicId=null, status=1, seqNo=null, journalTitleEn=Water Resources and Power, journalPhotoCn=MdM62FQAbNFxgeQbfsV63A==, journalPhotoEn=bVvVzb1Vw5wPWDTRDsA6dw==, journalFirstLetter=W, journalRecommend=null, journalNew=null, journalCollection=null, jcrJf=null, cjcrJf=null, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=, provinceCode=null, provinceName=null, collectFlag=false), detailUrlCn=https://castjournals.cast.org.cn/joweb/sdnykx/CN/10.20040/j.cnki.1000-7709.2023.20221369, detailUrlEn=https://castjournals.cast.org.cn/joweb/sdnykx/EN/10.20040/j.cnki.1000-7709.2023.20221369, pdfUrlCn=https://castjournals.cast.org.cn/joweb/sdnykx/CN/PDF/10.20040/j.cnki.1000-7709.2023.20221369, pdfUrlEn=https://castjournals.cast.org.cn/joweb/sdnykx/EN/PDF/10.20040/j.cnki.1000-7709.2023.20221369, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, reference=null)
收藏切换
考虑不确定性概念的高面板堆石坝动力参数反演分析
收藏切换
PDF下载
宋子屹 1 , 韩鹏举 1 , 马聪 1 , 张宏洋 1, 2
水电能源科学 | 大坝安全与监测 2023,41(4): 118-122
收起
收藏切换
水电能源科学 | 大坝安全与监测 2023, 41(4): 118-122
考虑不确定性概念的高面板堆石坝动力参数反演分析
全屏
宋子屹1 , 韩鹏举1, 马聪1, 张宏洋1, 2
作者信息
  • 1.华北水利水电大学水利学院,河南 郑州 450046
  • 2.水资源高效利用与保障工程河南省协同创新中心,河南 郑州 450046
  • 宋子屹(1997-),男,硕士,研究方向为水工结构工程,E-mail:

Inversion Analysis of Dynamic Parameters of High Panel Rockfill Dams Considering Concept of Uncertainty
Zi-yi SONG1 , Peng-ju HAN1, Cong MA1, Hong-yang ZHANG1, 2
Affiliations
  • 1.School of Water Conservancy, North China University of Water Resources and Electric Power, Zhengzhou 450046, China
  • 2.Collaborative Innovation Center of Water Resources Efficient Utilization and Protection Engineering of Henan Province, Zhengzhou 450046, China
出版时间: 2023-04-25 doi: 10.20040/j.cnki.1000-7709.2023.20221369
文章导航
收藏切换

针对目前动本构模型参数反演方法大多未考虑参数不确定性的问题,将自适应云变换算法(AGCT)与RBF神经网络(RBFNN)相结合,构建了自适应云神经网络参数反演模型(AGCTNN),将不确定性概念转换为定量数值,较好地考虑了大坝系统间的随机性与模糊性对动力参数反演的影响。对比分析AGCT与K-Means、SOM、DBSCAN三种传统聚类算法,验证了算法的优越性与可行性,而后利用AGCTNN与RBFNN两种反演模型对工程实例进行了反演分析。结果表明,提出的反演模型正耦合计算结果与实测值一致性更好,测点峰值加速度实测值与反演值的误差范围由8.73%~25.17%降至2.31%~8.16%,印证了该反演模型的合理性与应用于实际工程中的可能性。

土石坝  /  等效线性模型  /  反演分析  /  自适应云神经网络  /  云变换算法  /  RBF神经网络

Most existing parameter inversion methods of the dynamic constitutive model parameters do not take the concept of uncertainty into account. Therefore, the adaptive cloud transformation algorithm (AGCT) was combined with RBF neural network (RBFNN) to construct an adaptive cloud neural network parameter inversion model (AGCTNN), which converts the uncertainty concept into quantitative values and better takes into account the influence of the randomness and ambiguity between dam systems on the inversion of dynamic parameters. AGCT was compared and analyzed with three traditional clustering algorithms, K-Means, SOM and DBSCAN, to verify the superiority and feasibility of the algorithms. The inversion analysis was then carried out on engineering examples using two inversion models, AGCTNN and RBFNN. The results show that the positive coupling results of the proposed inversion model are in better agreement with the measured values, and the error range between the measured and inverse values of peak acceleration at measurement points is reduced from 8.73%-25.17% to 2.31%-8.16%, which confirms the reasonableness of the inversion model and the possibility of its application in practical engineering.

earth-rockfill dam  /  equivalent linear model  /  parameter inversion  /  adaptive cloud neural network  /  cloud transformation  /  RBF neural network
宋子屹, 韩鹏举, 马聪, 张宏洋. 考虑不确定性概念的高面板堆石坝动力参数反演分析. 水电能源科学, 2023 , 41 (4) : 118 -122 . DOI: 10.20040/j.cnki.1000-7709.2023.20221369
Zi-yi SONG, Peng-ju HAN, Cong MA, Hong-yang ZHANG. Inversion Analysis of Dynamic Parameters of High Panel Rockfill Dams Considering Concept of Uncertainty[J]. Water Resources and Power, 2023 , 41 (4) : 118 -122 . DOI: 10.20040/j.cnki.1000-7709.2023.20221369
2023年第41卷第4期
PDF下载
88
13
引用本文
BibTeX
文章信息
doi: 10.20040/j.cnki.1000-7709.2023.20221369
  • 接收时间:2022-07-05
  • 首发时间:2026-01-27
  • 出版时间:2023-04-25
补充材料
相关文章
文章信息
作者
出版历史
  • 收稿日期:2022-07-05
  • 修回日期:2022-07-27
基金
作者信息
    1.华北水利水电大学水利学院,河南 郑州 450046
    2.水资源高效利用与保障工程河南省协同创新中心,河南 郑州 450046
参考文献
分享链接
https://castjournals.cast.org.cn/joweb/sdnykx/CN/10.20040/j.cnki.1000-7709.2023.20221369
分享至
全文二维码

扫描看全文

引用本文
BibTeX
本文的引用情况
2种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏