Article(id=1314917673327227412, tenantId=1146029695717560320, journalId=1234093305789726721, issueId=1314917567911788907, articleNumber=null, orderNo=null, doi=null, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1745683200000, receivedDateStr=2025-04-27, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1791430403309, onlineDateStr=2026-10-08, pubDate=1758297600000, pubDateStr=2025-09-20, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1791430403309, onlineIssueDateStr=2026-10-08, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1791430403309, creator=13701087609, updateTime=1791430403309, updator=13701087609, issue=Issue{id=1314917567911788907, tenantId=1146029695717560320, journalId=1234093305789726721, year='2025', volume='45', issue='9', pageStart='4737', pageEnd='5328', issueExtLink='null', onlineDate='null', pubDate='1758297600000', pubDateStr='2025-09-20', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1791430378177, creator='13701087609', updateTime=1791431890195, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1314923910001418489, tenantId=1146029695717560320, journalId=1234093305789726721, issueId=1314917567911788907, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1314923910001418490, tenantId=1146029695717560320, journalId=1234093305789726721, issueId=1314917567911788907, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=5315, endPage=5328, ext={EN=ArticleExt(id=1314917673604051477, articleId=1314917673327227412, tenantId=1146029695717560320, journalId=1234093305789726721, language=EN, title=Research on power system flexibility optimization based on dual carbon goals, columnId=1234106390126588740, journalTitle=China Environmental Science, columnName=Carbon Emission Control, runingTitle=null, highlight=null, articleAbstract=

A power system flexibility optimization model, NEMO-China-Flexibility, was constructed in this study, integrating power system flexibility enhancement into a carbon-neutral framework for China's regional power grids. Based on regional economic development levels, energy demand intensity, renewable resource development potential, and flexibility enhancement, four distinct scenarios were designed: baseline scenario, high-penetration variable renewable energy scenario, flexibility enhancement scenario, and comprehensive scenario. The effects of flexibility enhancement were analyzed through scenario comparison. The results showed that integrated source-grid-load-storage flexibility enhancement could significantly enhance the power system's capability to address supply-demand fluctuations and improve renewable energy consumption. Among various flexibility resources, coal power was the foundational flexibility resource, while energy storage exhibited the greatest development potential. Additionally, flexibility enhancement delivered co-benefits such as reducing carbon emissions and lowering power system operational costs.

, authors=Guang-qing XU, Kang-kang CHEN, Qing ZHAO*, authorsList=Guang-qing XU, Kang-kang CHEN, Qing ZHAO, authorCompany=null, correspAuthors=Qing ZHAO, 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, fund=null), CN=ArticleExt(id=1314917675403407894, articleId=1314917673327227412, tenantId=1146029695717560320, journalId=1234093305789726721, language=CN, title=基于双碳目标的电力系统灵活性优化研究, columnId=1234106391661704058, journalTitle=中国环境科学, columnName=碳排放控制, runingTitle=null, highlight=null, articleAbstract=

通过构建中国分区域电网的电力系统灵活性优化模型NEMO-China-Flexibility,将电力系统灵活性提升有机融入碳中和目标框架中,基于各区域经济发展水平,能源需求强度,可再生资源开发潜力以及灵活性提升规模设计了基准情景,可变可再生能源高渗透率情景,灵活性提升情景以及综合情景,在情景对比中分析灵活性提升的效果.研究结果表明,源网荷储一体化灵活性提升能显著提高电力系统应对供需波动的能力并提高可再生能源发电的消纳量,在各类灵活性资源中煤电是基础的灵活性资源,储能是最具开发潜力的灵活性资源,此外灵活性提升还具有减少碳排放总量以及降低电力系统运行成本的效益.

, authors=许光清, 陈康康, 赵庆*, authorsList=许光清, 陈康康, 赵庆, authorCompany=null, correspAuthors=赵庆, authorNote=

许光清(1969-),女,山东潍坊人,教授,博士,主要从事能源与环境经济学研究.发表论文40余篇..

, correspAuthorsNote=
* 责任作者,博士研究生,
, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=btPJC1UbkJhsildv60+hoA==, magXml=YYYm7azkxhHKpIE08GdR7Q==, pdfUrl=null, pdf=XVi6WG0aT+qGacShLbyEPA==, pdfFileSize=4087144, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=003iJ9e39ZEkyp1FCs52ww==, mapNumber=null, fund=null)}, authors=[Author(id=1314917918966645441, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=xugqing@ruc.edu.cn, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1314917919063114435, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917918966645441, language=EN, stringName=Guang-qing XU, firstName=Guang-qing, middleName=null, lastName=XU, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=School of Ecology & Environment, Renmin University of China, Beijing 100872, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314917919142806212, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917918966645441, language=CN, stringName=许光清, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=中国人民大学生态环境学院,北京 100872, bio={"content":"

许光清(1969-),女,山东潍坊人,教授,博士,主要从事能源与环境经济学研究.发表论文40余篇..

"}, bioImg=null, bioContent=

许光清(1969-),女,山东潍坊人,教授,博士,主要从事能源与环境经济学研究.发表论文40余篇..

, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314917918870176445, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, xref=null, ext=[AuthorCompanyExt(id=1314917918878565054, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Ecology & Environment, Renmin University of China, Beijing 100872, China), AuthorCompanyExt(id=1314917918882759359, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中国人民大学生态环境学院,北京 100872)])]), Author(id=1314917919222497990, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, 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=1314917919310578376, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917919222497990, language=EN, stringName=Kang-kang CHEN, firstName=Kang-kang, middleName=null, lastName=CHEN, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=School of Ecology & Environment, Renmin University of China, Beijing 100872, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314917919377687241, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917919222497990, language=CN, stringName=陈康康, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=中国人民大学生态环境学院,北京 100872, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314917918870176445, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, xref=null, ext=[AuthorCompanyExt(id=1314917918878565054, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Ecology & Environment, Renmin University of China, Beijing 100872, China), AuthorCompanyExt(id=1314917918882759359, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中国人民大学生态环境学院,北京 100872)])]), Author(id=1314917919453184715, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, orderNo=2, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=zhaoqing535@ruc.edu.cn, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=1, ext={EN=AuthorExt(id=1314917919541265101, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917919453184715, language=EN, stringName=Qing ZHAO, firstName=Qing, middleName=null, lastName=ZHAO, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=*, address=School of Ecology & Environment, Renmin University of China, Beijing 100872, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314917919616762574, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917919453184715, language=CN, stringName=赵庆, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=*, address=中国人民大学生态环境学院,北京 100872, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314917918870176445, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, xref=null, ext=[AuthorCompanyExt(id=1314917918878565054, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Ecology & Environment, Renmin University of China, Beijing 100872, China), AuthorCompanyExt(id=1314917918882759359, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中国人民大学生态环境学院,北京 100872)])])], keywords=[Keyword(id=1314917919771951823, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, language=EN, orderNo=1, keyword=new power system), Keyword(id=1314917919864226512, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, language=EN, orderNo=2, keyword=VRE), Keyword(id=1314917919931335377, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, language=EN, orderNo=3, keyword=flexibility enhancement), Keyword(id=1314917919994249938, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, language=EN, orderNo=4, keyword=cost optimization), Keyword(id=1314917920057164499, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, language=EN, orderNo=5, keyword=carbon neutrality scenario), Keyword(id=1314917920145244884, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, language=CN, orderNo=1, keyword=新型电力系统), Keyword(id=1314917920229130965, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, language=CN, orderNo=2, keyword=VRE), Keyword(id=1314917920300434134, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, language=CN, orderNo=3, keyword=灵活性提升), Keyword(id=1314917920359154391, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, language=CN, orderNo=4, keyword=成本优化), Keyword(id=1314917920426263256, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, language=CN, orderNo=5, keyword=碳中和情景)], refs=null, funds=[Fund(id=1314917920552092377, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, awardId=25YYA02, language=CN, fundingSource=中国人民大学亚洲研究中心资助项目(25YYA02), fundOrder=null, country=null)], companyList=[AuthorCompany(id=1314917918870176445, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, xref=null, ext=[AuthorCompanyExt(id=1314917918878565054, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Ecology & Environment, Renmin University of China, Beijing 100872, China), AuthorCompanyExt(id=1314917918882759359, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中国人民大学生态环境学院,北京 100872)])], figs=null, attaches=null, journal=Journal(id=1234092555462295552, delFlag=0, nameCn=中国环境科学, nameEn=China Environmental Science, nameHistory1=null, nameHistory2=null, issn=1000-6923, eissn=null, cn=11-2201/X, coden=ZHKEEI, periodic=0, language=CN, oaType=null, 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=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=fUkXgpzwRiw9vs+0dX4h8g==, journalPrice=null, startedYear=null, abbrevIsoEn=China Environmental Science, journalRemark=null, publicationField=null, createdTime=1772160193557, updatedTime=1784018245522, createdBy=18614031015, updatedBy=13041195026, firstLetterCn=Z, firstLetterEn=Z, subjectCode=Engineering, subjectName=null, subjectCodeEn=Engineering, subjectNameEn=null, picCn=fUkXgpzwRiw9vs+0dX4h8g==, picEn=w8+EIm00c59F/qhCr1EFJw==, jcr=null, cjcr=null, exts=[JournalExt(id=1283828830364217388, language=CN, name=中国环境科学, 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=1784018245545, updatedTime=1784018245545, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=, submissionAuthorUrl=https://zghjkxauthor.manuscriptcloud.com/, submissionEditorUrl=https://zghjkxeditor.manuscriptcloud.com/, submissionReviewUrl=https://zghjkxauthor.manuscriptcloud.com/, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""}), JournalExt(id=1283828830414549037, language=EN, name=China Environmental Science, 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=1784018245557, updatedTime=1784018245557, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=, submissionAuthorUrl=https://zghjkxauthor.manuscriptcloud.com/, submissionEditorUrl=https://zghjkxeditor.manuscriptcloud.com/, submissionReviewUrl=https://zghjkxauthor.manuscriptcloud.com/, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""})], databaseList=null, tenantJournalId=1234093305789726721, websiteList=[Website(id=1234095050196578613, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1234093305789726721, 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/zghjkx/CN, language=CN, createTime=1772160788344, createBy=18614031015, updateTime=1772160813480, updateBy=18614031015, name=中国环境科学-中文, tplId=1146099689490845704, title=中国环境科学, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1234097146769756836, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050196578613, code=articleTextType, value=kx, createTime=1772161288206, updateTime=1772161288206, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097146748785313, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050196578613, code=banner, value=null, createTime=1772161288201, updateTime=1772161288201, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097146786534055, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050196578613, code=grayFlag, value=0, createTime=1772161288210, updateTime=1772161288210, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097146740396704, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050196578613, code=logo, value=https://castjournals.cast.org.cn/joweb/zghjkx/CN/file/pic?fileId=MkE5LKk3Qw7XuYcjPisdew==, createTime=1772161288199, updateTime=1772161288199, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097146799116969, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050196578613, code=minRunFlag, value=0, createTime=1772161288213, updateTime=1772161288213, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097146761368227, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050196578613, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/zghjkx/CN/file/pic, createTime=1772161288204, updateTime=1772161288204, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097146794922664, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050196578613, code=silenceFlag, value=0, createTime=1772161288212, updateTime=1772161288212, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097146757173922, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050196578613, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1772161288203, updateTime=1772161288203, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097146773951141, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050196578613, code=themeColor, value=null, createTime=1772161288207, updateTime=1772161288207, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097146782339750, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050196578613, code=themeStyle, value=null, createTime=1772161288209, updateTime=1772161288209, creator=18614031015, updator=18614031015)]), Website(id=1234095050309824825, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1234093305789726721, 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/zghjkx/EN, language=EN, createTime=1772160788371, createBy=18614031015, updateTime=1772160830384, updateBy=18614031015, name=中国环境科学-英文, tplId=1146101810881728533, title=China Environmental Science, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1234097176519955118, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050309824825, code=articleTextType, value=kx, createTime=1772161295299, updateTime=1772161295299, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097176494789291, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050309824825, code=banner, value=null, createTime=1772161295293, updateTime=1772161295293, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097176536732337, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050309824825, code=grayFlag, value=0, createTime=1772161295303, updateTime=1772161295303, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097176486400682, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050309824825, code=logo, value=https://castjournals.cast.org.cn/joweb/zghjkx/EN/file/pic?fileId=MkE5LKk3Qw7XuYcjPisdew==, createTime=1772161295291, updateTime=1772161295291, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097176545120947, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050309824825, code=minRunFlag, value=0, createTime=1772161295305, updateTime=1772161295305, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097176511566509, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050309824825, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/zghjkx/EN/file/pic, createTime=1772161295297, updateTime=1772161295297, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097176540926642, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050309824825, code=silenceFlag, value=0, createTime=1772161295304, updateTime=1772161295304, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097176503177900, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050309824825, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1772161295295, updateTime=1772161295295, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097176524149423, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050309824825, code=themeColor, value=null, createTime=1772161295300, updateTime=1772161295300, creator=18614031015, updator=18614031015), WebsiteProps(id=1234097176528343728, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1234095050309824825, code=themeStyle, value=null, createTime=1772161295301, updateTime=1772161295301, creator=18614031015, updator=18614031015)])], journalTitle=中国环境科学, weixinUrl=null, journalUrl=http://www.zghjkx.com.cn/, iacademicId=null, status=1, seqNo=null, journalTitleEn=China Environmental Science, journalPhotoCn=fUkXgpzwRiw9vs+0dX4h8g==, journalPhotoEn=w8+EIm00c59F/qhCr1EFJw==, journalFirstLetter=Z, 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, interPubPlatform=, interPubPlatformUrl=null), detailUrlCn=https://castjournals.cast.org.cn/joweb/zghjkx/CN/Y2025/V45/I9/5315, detailUrlEn=https://castjournals.cast.org.cn/joweb/zghjkx/EN/Y2025/V45/I9/5315, pdfUrlCn=https://castjournals.cast.org.cn/joweb/zghjkx/CN/PDF/Y2025/V45/I9/5315, pdfUrlEn=https://castjournals.cast.org.cn/joweb/zghjkx/EN/PDF/Y2025/V45/I9/5315, aliStartDate=0, aliEndDate=0, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1758297600000, fullTextJson=null, articleText=null, reference=null)
收藏切换
基于双碳目标的电力系统灵活性优化研究
收藏切换
PDF下载
许光清 , 陈康康 , 赵庆 *
中国环境科学 | 碳排放控制 2025,45(9): 5315-5328
收起
收藏切换
中国环境科学 |碳排放控制 2025 , 45 (9) : 5315 -5328
基于双碳目标的电力系统灵活性优化研究
全屏
[Author(id=1314917918966645441, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=xugqing@ruc.edu.cn, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1314917919063114435, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917918966645441, language=EN, stringName=Guang-qing XU, firstName=Guang-qing, middleName=null, lastName=XU, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=School of Ecology & Environment, Renmin University of China, Beijing 100872, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314917919142806212, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917918966645441, language=CN, stringName=许光清, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=中国人民大学生态环境学院,北京 100872, bio={"content":"

许光清(1969-),女,山东潍坊人,教授,博士,主要从事能源与环境经济学研究.发表论文40余篇..

"}, bioImg=null, bioContent=

许光清(1969-),女,山东潍坊人,教授,博士,主要从事能源与环境经济学研究.发表论文40余篇..

, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314917918870176445, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, xref=null, ext=[AuthorCompanyExt(id=1314917918878565054, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Ecology & Environment, Renmin University of China, Beijing 100872, China), AuthorCompanyExt(id=1314917918882759359, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中国人民大学生态环境学院,北京 100872)])]), Author(id=1314917919222497990, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, 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=1314917919310578376, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917919222497990, language=EN, stringName=Kang-kang CHEN, firstName=Kang-kang, middleName=null, lastName=CHEN, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=School of Ecology & Environment, Renmin University of China, Beijing 100872, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314917919377687241, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917919222497990, language=CN, stringName=陈康康, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=中国人民大学生态环境学院,北京 100872, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314917918870176445, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, xref=null, ext=[AuthorCompanyExt(id=1314917918878565054, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Ecology & Environment, Renmin University of China, Beijing 100872, China), AuthorCompanyExt(id=1314917918882759359, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中国人民大学生态环境学院,北京 100872)])]), Author(id=1314917919453184715, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, orderNo=2, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=zhaoqing535@ruc.edu.cn, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=1, ext={EN=AuthorExt(id=1314917919541265101, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917919453184715, language=EN, stringName=Qing ZHAO, firstName=Qing, middleName=null, lastName=ZHAO, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=*, address=School of Ecology & Environment, Renmin University of China, Beijing 100872, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1314917919616762574, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, authorId=1314917919453184715, language=CN, stringName=赵庆, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=*, address=中国人民大学生态环境学院,北京 100872, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1314917918870176445, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, xref=null, ext=[AuthorCompanyExt(id=1314917918878565054, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=School of Ecology & Environment, Renmin University of China, Beijing 100872, China), AuthorCompanyExt(id=1314917918882759359, tenantId=1146029695717560320, journalId=1234093305789726721, articleId=1314917673327227412, companyId=1314917918870176445, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=中国人民大学生态环境学院,北京 100872)])])]
许光清 , 陈康康, 赵庆*
作者信息
  • 中国人民大学生态环境学院,北京 100872
通讯作者:
* 责任作者,博士研究生,
作者简介:

许光清(1969-),女,山东潍坊人,教授,博士,主要从事能源与环境经济学研究.发表论文40余篇..

Research on power system flexibility optimization based on dual carbon goals
Guang-qing XU , Kang-kang CHEN, Qing ZHAO*
Affiliations
  • School of Ecology & Environment, Renmin University of China, Beijing 100872, China
出版时间: 2025-09-20
文章导航
收藏切换

通过构建中国分区域电网的电力系统灵活性优化模型NEMO-China-Flexibility,将电力系统灵活性提升有机融入碳中和目标框架中,基于各区域经济发展水平,能源需求强度,可再生资源开发潜力以及灵活性提升规模设计了基准情景,可变可再生能源高渗透率情景,灵活性提升情景以及综合情景,在情景对比中分析灵活性提升的效果.研究结果表明,源网荷储一体化灵活性提升能显著提高电力系统应对供需波动的能力并提高可再生能源发电的消纳量,在各类灵活性资源中煤电是基础的灵活性资源,储能是最具开发潜力的灵活性资源,此外灵活性提升还具有减少碳排放总量以及降低电力系统运行成本的效益.

新型电力系统  /  VRE  /  灵活性提升  /  成本优化  /  碳中和情景

A power system flexibility optimization model, NEMO-China-Flexibility, was constructed in this study, integrating power system flexibility enhancement into a carbon-neutral framework for China's regional power grids. Based on regional economic development levels, energy demand intensity, renewable resource development potential, and flexibility enhancement, four distinct scenarios were designed: baseline scenario, high-penetration variable renewable energy scenario, flexibility enhancement scenario, and comprehensive scenario. The effects of flexibility enhancement were analyzed through scenario comparison. The results showed that integrated source-grid-load-storage flexibility enhancement could significantly enhance the power system's capability to address supply-demand fluctuations and improve renewable energy consumption. Among various flexibility resources, coal power was the foundational flexibility resource, while energy storage exhibited the greatest development potential. Additionally, flexibility enhancement delivered co-benefits such as reducing carbon emissions and lowering power system operational costs.

new power system  /  VRE  /  flexibility enhancement  /  cost optimization  /  carbon neutrality scenario
许光清, 陈康康, 赵庆. 基于双碳目标的电力系统灵活性优化研究. 中国环境科学, 2025 , 45 (9) : 5315 -5328 .
Guang-qing XU, Kang-kang CHEN, Qing ZHAO. Research on power system flexibility optimization based on dual carbon goals[J]. China Environmental Science, 2025 , 45 (9) : 5315 -5328 .
  • 中国人民大学亚洲研究中心资助项目(25YYA02)
参考文献 引证文献
排序方式:
2025年第45卷第9期
PDF下载
53
15
引用本文
BibTeX
文章信息
  • 接收时间:2025-04-27
  • 首发时间:2026-10-08
  • 出版时间:2025-09-20
补充材料
相关文章
文章信息
作者
出版历史
  • 收稿日期:2025-04-27
基金
中国人民大学亚洲研究中心资助项目(25YYA02)
作者信息
    中国人民大学生态环境学院,北京 100872

通讯作者:

* 责任作者,博士研究生,
参考文献
分享链接
https://castjournals.cast.org.cn/joweb/zghjkx/CN/1314917673327227412
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
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
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