Article(id=1223210597974655906, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1223210584024400210, articleNumber=null, orderNo=null, doi=10.20040/j.cnki.1000-7709.2023.20221615, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1659628800000, receivedDateStr=2022-08-05, revisedDate=1662393600000, revisedDateStr=2022-09-06, acceptedDate=null, acceptedDateStr=null, onlineDate=1769565732710, onlineDateStr=2026-01-28, pubDate=1687622400000, pubDateStr=2023-06-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1769565732710, onlineIssueDateStr=2026-01-28, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1769565732710, creator=13701087609, updateTime=1769565732710, updator=13701087609, issue=Issue{id=1223210584024400210, tenantId=1146029695717560320, journalId=1205116964453384197, year='2023', volume='41', issue='6', 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=1769565729385, creator=13701087609, updateTime=1769593153259, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1223325608164348105, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1223210584024400210, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1223325608164348106, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1223210584024400210, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=137, endPage=141, ext={EN=ArticleExt(id=1223210598264062898, articleId=1223210597974655906, tenantId=1146029695717560320, journalId=1205116964453384197, language=EN, title=Surface Defect Detection of Hydraulic Concrete Structures Based on Deep Learning, columnId=1222925283779400191, journalTitle=Water Resources and Power, columnName=WATER CONSERVANCY AND HYDROPOWER ENGINEERING, runingTitle=null, highlight=null, articleAbstract=

Early and timely defect detection is essential to ensure the safe operation of hydraulic concrete structures. The deep learning-based computer vision method does not require complex manual feature engineering, and can automatically determine the category of structural defects in remote images, overcoming the shortcomings of traditional manual vision that are labor-intensive, subjective and prone to errors. Inspired by this, this paper proposes a deep learning-based defect detection method, which introduces attention mechanism into the ResNeXt50 network to adaptively recalibrate the channel-level feature responses, so that the model can pay more attention to the defect information in the image and enhance the feature extraction ability. Test results show that the proposed method can achieve an F1 score of 88.0%, and realize a good classification effect for common concrete defects.

, 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=Guo-jin CAO, Chao SU, Wen-jun WANG), CN=ArticleExt(id=1223210598675104721, articleId=1223210597974655906, tenantId=1146029695717560320, journalId=1205116964453384197, language=CN, title=基于深度学习的水工混凝土结构表面缺陷检测, columnId=1222925283989115411, journalTitle=水电能源科学, columnName=水利水电工程, runingTitle=null, highlight=null, articleAbstract=

早期和及时的缺陷检测对于保证水工混凝土结构的安全运行至关重要。基于深度学习的计算机视觉方法无需复杂的手工特征工程，可以在远程图像中自动判定结构缺陷类别，克服了传统人工视觉劳动强度大、主观性强且易出错的缺点。受此启发，提出了一种基于深度学习的缺陷检测方法，在ResNeXt50网络中引入注意力机制，以自适应地重新校准通道级特征响应，使模型更加关注图像中的缺陷信息，增强特征提取能力。测试结果表明，所提方法可以实现88.0%的F1分数，对于常见混凝土缺陷可以实现较好的分类效果。

, correspAuthors=null, authorNote=null, correspAuthorsNote=, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=yAY/MccPxQzpS68ilQ3WcQ==, magXml=jxELPVboWW/vGsMxbOeYmA==, pdfUrl=null, pdf=Uju3xzVpN1NSmNBgEV4+ow==, pdfFileSize=1444280, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=XKs28j9K4ryNdcqbRiqrEA==, mapNumber=null, authorCompany=null, fund=null, authors=, authorsList=曹国金, 苏超, 王文君)}, authors=[Author(id=1223210599077757934, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=1819860784@qq.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1223210599170032624, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, authorId=1223210599077757934, language=EN, stringName=Guo-jin CAO, firstName=Guo-jin, middleName=null, lastName=CAO, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=¹, address=^1.Guangzhou Liuxihe Irrigation District Management Center, Guangzhou 510920, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1223210599262307320, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, authorId=1223210599077757934, language=CN, stringName=曹国金, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=¹, address=^1.广州市流溪河灌区管理中心，广东 广州 510920, bio={"content":"

曹国金（1973-），男，高级工程师，研究方向为水利工程技术管理，E-mail：1819860784@qq.com

"}, bioImg=null, bioContent=

曹国金（1973-），男，高级工程师，研究方向为水利工程技术管理，E-mail：1819860784@qq.com

, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1223210598876431330, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, xref=1., ext=[AuthorCompanyExt(id=1223210598884819938, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, companyId=1223210598876431330, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=^1.Guangzhou Liuxihe Irrigation District Management Center, Guangzhou 510920, China), AuthorCompanyExt(id=1223210598893208547, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, companyId=1223210598876431330, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=^1.广州市流溪河灌区管理中心，广东 广州 510920)])]), Author(id=1223210599346193403, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, orderNo=1, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=csu_hhu@126.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1223210599446855680, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, authorId=1223210599346193403, language=EN, stringName=Chao SU, firstName=Chao, middleName=null, lastName=SU, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=², address=^2.College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing 210024, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1223210599547518982, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, authorId=1223210599346193403, language=CN, stringName=苏超, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=², address=^2.河海大学水利水电学院，江苏 南京 210024, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1223210598981288935, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, xref=2., ext=[AuthorCompanyExt(id=1223210598989677544, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, companyId=1223210598981288935, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=^2.College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing 210024, China), AuthorCompanyExt(id=1223210599006454761, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, companyId=1223210598981288935, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=^2.河海大学水利水电学院，江苏 南京 210024)])]), Author(id=1223210599623016461, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, 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=1223210599702708242, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, authorId=1223210599623016461, language=EN, stringName=Wen-jun WANG, firstName=Wen-jun, middleName=null, lastName=WANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=², address=^2.College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing 210024, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1223210599782400024, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, authorId=1223210599623016461, language=CN, stringName=王文君, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=², address=^2.河海大学水利水电学院，江苏 南京 210024, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1223210598981288935, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, xref=2., ext=[AuthorCompanyExt(id=1223210598989677544, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, companyId=1223210598981288935, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=^2.College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing 210024, China), AuthorCompanyExt(id=1223210599006454761, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, companyId=1223210598981288935, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=^2.河海大学水利水电学院，江苏 南京 210024)])])], keywords=[Keyword(id=1223210599904034847, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, language=EN, orderNo=1, keyword=hydraulic concrete structure), Keyword(id=1223210599987920934, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, language=EN, orderNo=2, keyword=defect classification), Keyword(id=1223210600088584235, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, language=EN, orderNo=3, keyword=deep learning), Keyword(id=1223210600180858926, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, language=EN, orderNo=4, keyword=convolutional neural network), Keyword(id=1223210600260550705, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, language=EN, orderNo=5, keyword=attention mechanism), Keyword(id=1223210600336048181, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, language=CN, orderNo=1, keyword=水工混凝土结构), Keyword(id=1223210600403157048, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, language=CN, orderNo=2, keyword=缺陷检测), Keyword(id=1223210600474460219, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, language=CN, orderNo=3, keyword=深度学习), Keyword(id=1223210600583512128, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, language=CN, orderNo=4, keyword=卷积神经网络), Keyword(id=1223210601913106497, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, language=CN, orderNo=5, keyword=注意力机制)], refs=null, funds=null, companyList=[AuthorCompany(id=1223210598876431330, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, xref=1., ext=[AuthorCompanyExt(id=1223210598884819938, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, companyId=1223210598876431330, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=^1.Guangzhou Liuxihe Irrigation District Management Center, Guangzhou 510920, China), AuthorCompanyExt(id=1223210598893208547, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, companyId=1223210598876431330, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=^1.广州市流溪河灌区管理中心，广东 广州 510920)]), AuthorCompany(id=1223210598981288935, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, xref=2., ext=[AuthorCompanyExt(id=1223210598989677544, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, companyId=1223210598981288935, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=^2.College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing 210024, China), AuthorCompanyExt(id=1223210599006454761, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1223210597974655906, companyId=1223210598981288935, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=^2.河海大学水利水电学院，江苏 南京 210024)])], 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.1000-7709.2023.20221615, detailUrlEn=https://castjournals.cast.org.cn/joweb/sdnykx/EN/10.20040/j.cnki.1000-7709.2023.20221615, pdfUrlCn=https://castjournals.cast.org.cn/joweb/sdnykx/CN/PDF/10.20040/j.cnki.1000-7709.2023.20221615, pdfUrlEn=https://castjournals.cast.org.cn/joweb/sdnykx/EN/PDF/10.20040/j.cnki.1000-7709.2023.20221615, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, reference=null)