Article(id=1222963538008723929, tenantId=1146029695717560320, journalId=1205116964453384197, issueId=1222963536863678929, articleNumber=null, orderNo=null, doi=10.20040/j.cnki.1000-7709.2023.20221399, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1654790400000, receivedDateStr=2022-06-10, revisedDate=1657814400000, revisedDateStr=2022-07-15, acceptedDate=null, acceptedDateStr=null, onlineDate=1769506829024, onlineDateStr=2026-01-27, pubDate=1682352000000, pubDateStr=2023-04-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1769506829024, onlineIssueDateStr=2026-01-27, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1769506829024, creator=13701087609, updateTime=1769506829024, 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=211, endPage=215, ext={EN=ArticleExt(id=1222963538214244833, articleId=1222963538008723929, tenantId=1146029695717560320, journalId=1205116964453384197, language=EN, title=Multi-objective Energy Efficiency Optimization Control Model Based on the Whole Life Cycle of Parallel Pump Group, columnId=1222925284869922957, journalTitle=Water Resources and Power, columnName=ELECTROMECHANICS AND CONTROL ENGINEERING, runingTitle=null, highlight=null, articleAbstract=

At present, most of the domestic parallel pump groups adopt a single-objective control model, and only pay attention to the energy efficiency optimization of operating conditions and operating costs in the process of use, and cannot adjust the operation strategy under the real-time working conditions of the pump group according to the comprehensive energy efficiency state of the pump group in the whole life cycle. A multi-objective pump group energy efficiency optimization control model can be independently adjusted according to the energy efficiency state of the current pump set in the whole life cycle. The weight coefficients of three objective functions can be autonomously adjusted, which improves the energy efficiency of the pump set throughout its life cycle and extends the life of the pump set. The objective function was determined by the ideal point value and distance deviation method. The multi-objective ideal point model was solved by LINGO. The optimal solution with the highest total system efficiency, the lowest pump group specific energy consumption and the highest system reliability was obtained. Experimental results show that the improved multi-objective ideal point model can adjust the target weight combination according to the real-time state of the pump group, so as to adjust the real-time control strategy of the pump group.

, 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=Jie ZHANG, Qiang GAO, Tao WANG, Hong-wei YAN, Chen-hao WANG), CN=ArticleExt(id=1222963538415571432, articleId=1222963538008723929, tenantId=1146029695717560320, journalId=1205116964453384197, language=CN, title=基于并联泵组全生命周期的多目标能效优化控制模型, columnId=1222925285075443861, journalTitle=水电能源科学, columnName=机电与控制工程, runingTitle=null, highlight=null, articleAbstract=

目前国内对于并联泵组大多采用单目标控制模型,在使用过程中只注重运行工况的能效优化和运行成本,无法根据泵组在全生命周期中的综合能效状态来自适应调整泵组实时工况下的运行策略。为此,提出一种可在全生命周期中根据当前泵组的能效状态,自主调节3个目标函数权重系数的多目标泵组能效优化控制模型,从而提高泵组在全生命周期中的能效并延长泵组的使用周期,并利用理想点数值和距离偏差法确定目标函数,借助于LINGO求解多目标理想点模型,得到最高系统总效率、最低泵组比能耗和最高系统可靠性的最优解。试验结果表明,改进后的多目标理想点模型能根据泵组实时状态调整目标权重组合,从而调整泵组实时控制策略。

, correspAuthors=null, authorNote=null, correspAuthorsNote=
高强(1975-),男,副教授,研究方向为流体机械与控制,E-mail:
, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=TSNZ8ORw/1gjeyyOhlccVQ==, magXml=Zgf+3OJfVLdT+DNRMbRUEQ==, pdfUrl=null, pdf=L+vI1ke8GlHZVa6Ybsd1ig==, pdfFileSize=2426369, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=pP2tUKpoCuxhiHmJw6ayAg==, mapNumber=null, authorCompany=null, fund=null, authors=

张杰(1998-),男,硕士研究生,研究方向为电气自动化,E-mail:

, authorsList=张杰, 高强, 王涛, 闫宏伟, 王辰昊)}, authors=[Author(id=1222963538704978422, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=1139400625@qq.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1222963538767892988, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, authorId=1222963538704978422, language=EN, stringName=Jie ZHANG, firstName=Jie, middleName=null, lastName=ZHANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=School of Mechanical Engineering, North University of China, Taiyuan 030051, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1222963538835001859, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, authorId=1222963538704978422, language=CN, stringName=张杰, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=中北大学机械工程学院,山西 太原 030051, bio={"content":"

张杰(1998-),男,硕士研究生,研究方向为电气自动化,E-mail:

"}, bioImg=null, bioContent=

张杰(1998-),男,硕士研究生,研究方向为电气自动化,E-mail:

, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1222963538633675246, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, xref=null, ext=[AuthorCompanyExt(id=1222963538637869551, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Mechanical Engineering, North University of China, Taiyuan 030051, China), AuthorCompanyExt(id=1222963538646258160, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中北大学机械工程学院,山西 太原 030051)])]), Author(id=1222963538935665159, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, orderNo=1, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=gaoqiang@nuc.edu.cn, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1222963539006968330, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, authorId=1222963538935665159, language=EN, stringName=Qiang GAO, firstName=Qiang, middleName=null, lastName=GAO, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=School of Mechanical Engineering, North University of China, Taiyuan 030051, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1222963539107631634, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, authorId=1222963538935665159, language=CN, stringName=高强, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=中北大学机械工程学院,山西 太原 030051, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1222963538633675246, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, xref=null, ext=[AuthorCompanyExt(id=1222963538637869551, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Mechanical Engineering, North University of China, Taiyuan 030051, China), AuthorCompanyExt(id=1222963538646258160, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中北大学机械工程学院,山西 太原 030051)])]), Author(id=1222963539199906326, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, 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=1222963539287986715, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, authorId=1222963539199906326, language=EN, stringName=Tao WANG, firstName=Tao, middleName=null, lastName=WANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=School of Mechanical Engineering, North University of China, Taiyuan 030051, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1222963539409621538, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, authorId=1222963539199906326, language=CN, stringName=王涛, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=中北大学机械工程学院,山西 太原 030051, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1222963538633675246, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, xref=null, ext=[AuthorCompanyExt(id=1222963538637869551, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Mechanical Engineering, North University of China, Taiyuan 030051, China), AuthorCompanyExt(id=1222963538646258160, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中北大学机械工程学院,山西 太原 030051)])]), Author(id=1222963539501896229, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, 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=1222963539648696879, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, authorId=1222963539501896229, language=EN, stringName=Hong-wei YAN, firstName=Hong-wei, middleName=null, lastName=YAN, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=School of Mechanical Engineering, North University of China, Taiyuan 030051, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1222963539720000050, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, authorId=1222963539501896229, language=CN, stringName=闫宏伟, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=中北大学机械工程学院,山西 太原 030051, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1222963538633675246, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, xref=null, ext=[AuthorCompanyExt(id=1222963538637869551, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Mechanical Engineering, North University of China, Taiyuan 030051, China), AuthorCompanyExt(id=1222963538646258160, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中北大学机械工程学院,山西 太原 030051)])]), Author(id=1222963539795497526, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, orderNo=4, 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=1222963539870995003, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, authorId=1222963539795497526, language=EN, stringName=Chen-hao WANG, firstName=Chen-hao, middleName=null, lastName=WANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=School of Mechanical Engineering, North University of China, Taiyuan 030051, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1222963539963269696, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, authorId=1222963539795497526, language=CN, stringName=王辰昊, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=中北大学机械工程学院,山西 太原 030051, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1222963538633675246, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, xref=null, ext=[AuthorCompanyExt(id=1222963538637869551, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Mechanical Engineering, North University of China, Taiyuan 030051, China), AuthorCompanyExt(id=1222963538646258160, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中北大学机械工程学院,山西 太原 030051)])])], keywords=[Keyword(id=1222963541297058375, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, language=EN, orderNo=1, keyword=parallel pump group), Keyword(id=1222963541385138762, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, language=EN, orderNo=2, keyword=energy efficiency optimization), Keyword(id=1222963541469024848, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, language=EN, orderNo=3, keyword=full life cycle), Keyword(id=1222963541565493843, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, language=EN, orderNo=4, keyword=multi-objective), Keyword(id=1222963541691322970, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, language=EN, orderNo=5, keyword=LINGO), Keyword(id=1222963541779403360, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, language=CN, orderNo=1, keyword=并联泵组), Keyword(id=1222963541880066665, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, language=CN, orderNo=2, keyword=能效优化), Keyword(id=1222963541976535661, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, language=CN, orderNo=3, keyword=全生命周期), Keyword(id=1222963542064616049, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, language=CN, orderNo=4, keyword=多目标), Keyword(id=1222963542144307829, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, language=CN, orderNo=5, keyword=LINGO)], refs=null, funds=[Fund(id=1222963542265942653, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, awardId=20210302123038, language=CN, fundingSource=山西省自然科学基金项目(20210302123038), fundOrder=null, country=null), Fund(id=1222963542349828742, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, awardId=202104041101001, language=CN, fundingSource=山西省科技合作交流专项项目(202104041101001), fundOrder=null, country=null)], companyList=[AuthorCompany(id=1222963538633675246, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, xref=null, ext=[AuthorCompanyExt(id=1222963538637869551, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Mechanical Engineering, North University of China, Taiyuan 030051, China), AuthorCompanyExt(id=1222963538646258160, tenantId=1146029695717560320, journalId=1205116964453384197, articleId=1222963538008723929, companyId=1222963538633675246, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中北大学机械工程学院,山西 太原 030051)])], 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.1000-7709.2023.20221399, detailUrlEn=https://castjournals.cast.org.cn/joweb/sdnykx/EN/10.20040/j.cnki.1000-7709.2023.20221399, pdfUrlCn=https://castjournals.cast.org.cn/joweb/sdnykx/CN/PDF/10.20040/j.cnki.1000-7709.2023.20221399, pdfUrlEn=https://castjournals.cast.org.cn/joweb/sdnykx/EN/PDF/10.20040/j.cnki.1000-7709.2023.20221399, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, reference=null)
收藏切换
基于并联泵组全生命周期的多目标能效优化控制模型
收藏切换
PDF下载
张杰 , 高强 , 王涛 , 闫宏伟 , 王辰昊
水电能源科学 | 机电与控制工程 2023,41(4): 211-215
收起
收藏切换
水电能源科学 | 机电与控制工程 2023, 41(4): 211-215
基于并联泵组全生命周期的多目标能效优化控制模型
全屏
张杰 , 高强 , 王涛, 闫宏伟, 王辰昊
作者信息
  • 中北大学机械工程学院,山西 太原 030051
  • 张杰(1998-),男,硕士研究生,研究方向为电气自动化,E-mail:

通讯作者:

高强(1975-),男,副教授,研究方向为流体机械与控制,E-mail:
Multi-objective Energy Efficiency Optimization Control Model Based on the Whole Life Cycle of Parallel Pump Group
Jie ZHANG , Qiang GAO , Tao WANG, Hong-wei YAN, Chen-hao WANG
Affiliations
  • School of Mechanical Engineering, North University of China, Taiyuan 030051, China
出版时间: 2023-04-25 doi: 10.20040/j.cnki.1000-7709.2023.20221399
文章导航
收藏切换

目前国内对于并联泵组大多采用单目标控制模型,在使用过程中只注重运行工况的能效优化和运行成本,无法根据泵组在全生命周期中的综合能效状态来自适应调整泵组实时工况下的运行策略。为此,提出一种可在全生命周期中根据当前泵组的能效状态,自主调节3个目标函数权重系数的多目标泵组能效优化控制模型,从而提高泵组在全生命周期中的能效并延长泵组的使用周期,并利用理想点数值和距离偏差法确定目标函数,借助于LINGO求解多目标理想点模型,得到最高系统总效率、最低泵组比能耗和最高系统可靠性的最优解。试验结果表明,改进后的多目标理想点模型能根据泵组实时状态调整目标权重组合,从而调整泵组实时控制策略。

并联泵组  /  能效优化  /  全生命周期  /  多目标  /  LINGO

At present, most of the domestic parallel pump groups adopt a single-objective control model, and only pay attention to the energy efficiency optimization of operating conditions and operating costs in the process of use, and cannot adjust the operation strategy under the real-time working conditions of the pump group according to the comprehensive energy efficiency state of the pump group in the whole life cycle. A multi-objective pump group energy efficiency optimization control model can be independently adjusted according to the energy efficiency state of the current pump set in the whole life cycle. The weight coefficients of three objective functions can be autonomously adjusted, which improves the energy efficiency of the pump set throughout its life cycle and extends the life of the pump set. The objective function was determined by the ideal point value and distance deviation method. The multi-objective ideal point model was solved by LINGO. The optimal solution with the highest total system efficiency, the lowest pump group specific energy consumption and the highest system reliability was obtained. Experimental results show that the improved multi-objective ideal point model can adjust the target weight combination according to the real-time state of the pump group, so as to adjust the real-time control strategy of the pump group.

parallel pump group  /  energy efficiency optimization  /  full life cycle  /  multi-objective  /  LINGO
张杰, 高强, 王涛, 闫宏伟, 王辰昊. 基于并联泵组全生命周期的多目标能效优化控制模型. 水电能源科学, 2023 , 41 (4) : 211 -215 . DOI: 10.20040/j.cnki.1000-7709.2023.20221399
Jie ZHANG, Qiang GAO, Tao WANG, Hong-wei YAN, Chen-hao WANG. Multi-objective Energy Efficiency Optimization Control Model Based on the Whole Life Cycle of Parallel Pump Group[J]. Water Resources and Power, 2023 , 41 (4) : 211 -215 . DOI: 10.20040/j.cnki.1000-7709.2023.20221399
  • 山西省自然科学基金项目(20210302123038)
  • 山西省科技合作交流专项项目(202104041101001)
2023年第41卷第4期
PDF下载
82
16
引用本文
BibTeX
文章信息
doi: 10.20040/j.cnki.1000-7709.2023.20221399
  • 接收时间:2022-06-10
  • 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:2022-06-10
  • 修回日期:2022-07-15
基金
山西省自然科学基金项目(20210302123038)
山西省科技合作交流专项项目(202104041101001)
作者信息
    中北大学机械工程学院,山西 太原 030051

通讯作者:

高强(1975-),男,副教授,研究方向为流体机械与控制,E-mail:
参考文献
分享链接
https://castjournals.cast.org.cn/joweb/sdnykx/CN/10.20040/j.cnki.1000-7709.2023.20221399
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