计及光荷场景差异的储能优化配置
-
曾庆彬
1, 2
,
-
梁伟强
1
,
-
黄焯辉
1
,
-
江浩侠
1
,
-
何奉禄
1
,
-
羿应棋
2
作者信息
+
1.广州市奔流电力科技有限公司,广州 510635
2.华南理工大学电力学院,广州 510640
|
曾庆彬(1993),男,高级工程师,硕士,研究方向为智能电网规划与运行控制,407150808@qq.com;
|
|
梁伟强(1999),男,助理工程师,学士,研究方向为智能电网规划与运行控制,996995844@qq.com;
|
|
羿应棋(1990),男,通信作者,工程师,博士,研究方向为配用电大数据分析,827019497@qq.com。。
|
收起
Optimal Configuration of Energy Storage Considering Scenario Differences in Photovoltaic Load
Author information
+
1.Guangzhou Power Electrical Technology Co. , Ltd. , Guangzhou 510635, China
2.School of Electric Power Engineering, South China University of Technology, Guangzhou 510640, China
Show less
文章历史
+
| 收稿日期 |
出版日期 |
| 2025-02-18 |
2025-11-20 |
PDF (1506K)
摘要
针对储能配置中忽略源荷功率匹配与调控需求差异导致配置不合理、影响效能及损害利益的问题,提出一种考虑光荷场景差异性的储能优化配置方法。首先,从光荷功率差异、匹配以及分布角度,分析了不同典型场景对储能配置运行的需求差异。其次,根据系统各场景储能调控需求度差异,修正各场景原概率系数,增添需求侧重性。然后,基于各场景新概率系数,建立储能优化配置模型,以储能提升运行效益和折损成本最优为目标,并采用多种方法凸化模型中的非线性项。最后,基于改进的IEEE 33节点配电网为例,采用Gurobi求解器得到储能配置方案,验证所提配置方法有效性。
Abstract
To address the problem of unreasonable energy storage configurations caused by ignoring the differences in source-load power matching and control demands, which impacts efficiency and harms stakeholders' interests, an optimized energy storage configuration method is proposed considering the variations in photovoltaic-load scenarios. Firstly, from the perspectives of photocharge power differences, matching and distribution, the differences in demand for energy storage configuration operation in different typical scenarios are analyzed. Secondly, according to the differences in energy storage control demand of each scenario, the original probability coefficients of each scenario are corrected to add demand focus. Then, based on the new probability coefficients of each scenario, an energy storage optimization configuration model is established, with the goal of improving operating efficiency and optimal loss cost of energy storage, and a variety of methods are used to convexize the nonlinear terms in the model. Finally, based on the improved IEEE 33-node distribution network, a Gurobi solver is used to obtain the energy storage configuration scheme and verify the effectiveness of the proposed configuration method.
Graphical abstract
关键词
配电网
/
折损成本
/
概率系数
/
场景差异
/
优化配置
/
储能
Key words
distribution network
/
discounted costs
/
probability coefficient
/
scenario differences
/
optimization configuration
/
energy storage
[Author(id=1214958582651494958, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=407150808@qq.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1214958582815072817, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958582651494958, language=EN, stringName=Qingbin ZENG, firstName=Qingbin, middleName=null, lastName=ZENG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, address=1.Guangzhou Power Electrical Technology Co. , Ltd. , Guangzhou 510635, China
2.School of Electric Power Engineering, South China University of Technology, Guangzhou 510640, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1214958582940901938, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958582651494958, language=CN, stringName=曾庆彬, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, address=1.广州市奔流电力科技有限公司,广州 510635
2.华南理工大学电力学院,广州 510640, bio={"content":"曾庆彬(1993),男,高级工程师,硕士,研究方向为智能电网规划与运行控制,407150808@qq.com;
"}, bioImg=null, bioContent=曾庆彬(1993),男,高级工程师,硕士,研究方向为智能电网规划与运行控制,407150808@qq.com;
, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1214958582450168358, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, xref=1., ext=[AuthorCompanyExt(id=1214958582475334183, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582450168358, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.Guangzhou Power Electrical Technology Co. , Ltd. , Guangzhou 510635, China), AuthorCompanyExt(id=1214958582487917096, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582450168358, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.广州市奔流电力科技有限公司,广州 510635)]), AuthorCompany(id=1214958582571803178, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, xref=2., ext=[AuthorCompanyExt(id=1214958582580191787, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582571803178, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.School of Electric Power Engineering, South China University of Technology, Guangzhou 510640, China), AuthorCompanyExt(id=1214958582605357612, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582571803178, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.华南理工大学电力学院,广州 510640)])]), Author(id=1214958583049953844, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, orderNo=1, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=996995844@qq.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1214958583272251958, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958583049953844, language=EN, stringName=Weiqiang LIANG, firstName=Weiqiang, middleName=null, lastName=LIANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.Guangzhou Power Electrical Technology Co. , Ltd. , Guangzhou 510635, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1214958583402275383, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958583049953844, language=CN, stringName=梁伟强, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.广州市奔流电力科技有限公司,广州 510635, bio={"content":"梁伟强(1999),男,助理工程师,学士,研究方向为智能电网规划与运行控制,996995844@qq.com;
"}, bioImg=null, bioContent=梁伟强(1999),男,助理工程师,学士,研究方向为智能电网规划与运行控制,996995844@qq.com;
, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1214958582450168358, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, xref=1., ext=[AuthorCompanyExt(id=1214958582475334183, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582450168358, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.Guangzhou Power Electrical Technology Co. , Ltd. , Guangzhou 510635, China), AuthorCompanyExt(id=1214958582487917096, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582450168358, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.广州市奔流电力科技有限公司,广州 510635)])]), Author(id=1214958583591019067, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, 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=1214958583754596927, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958583591019067, language=EN, stringName=Zhuohui HUANG, firstName=Zhuohui, middleName=null, lastName=HUANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.Guangzhou Power Electrical Technology Co. , Ltd. , Guangzhou 510635, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1214958583934952002, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958583591019067, language=CN, stringName=黄焯辉, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.广州市奔流电力科技有限公司,广州 510635, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1214958582450168358, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, xref=1., ext=[AuthorCompanyExt(id=1214958582475334183, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582450168358, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.Guangzhou Power Electrical Technology Co. , Ltd. , Guangzhou 510635, China), AuthorCompanyExt(id=1214958582487917096, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582450168358, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.广州市奔流电力科技有限公司,广州 510635)])]), Author(id=1214958584085946950, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, 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=1214958584199193161, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958584085946950, language=EN, stringName=Haoxia JIANG, firstName=Haoxia, middleName=null, lastName=JIANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.Guangzhou Power Electrical Technology Co. , Ltd. , Guangzhou 510635, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1214958584266302026, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958584085946950, language=CN, stringName=江浩侠, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.广州市奔流电力科技有限公司,广州 510635, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1214958582450168358, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, xref=1., ext=[AuthorCompanyExt(id=1214958582475334183, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582450168358, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.Guangzhou Power Electrical Technology Co. , Ltd. , Guangzhou 510635, China), AuthorCompanyExt(id=1214958582487917096, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582450168358, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.广州市奔流电力科技有限公司,广州 510635)])]), Author(id=1214958584467628620, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, 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=1214958584677343822, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958584467628620, language=EN, stringName=Fenglu HE, firstName=Fenglu, middleName=null, lastName=HE, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.Guangzhou Power Electrical Technology Co. , Ltd. , Guangzhou 510635, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1214958584752841296, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958584467628620, language=CN, stringName=何奉禄, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.广州市奔流电力科技有限公司,广州 510635, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1214958582450168358, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, xref=1., ext=[AuthorCompanyExt(id=1214958582475334183, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582450168358, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.Guangzhou Power Electrical Technology Co. , Ltd. , Guangzhou 510635, China), AuthorCompanyExt(id=1214958582487917096, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582450168358, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.广州市奔流电力科技有限公司,广州 510635)])]), Author(id=1214958584857698899, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, orderNo=5, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=827019497@qq.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1214958585142911581, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958584857698899, language=EN, stringName=Yingqi YI, firstName=Yingqi, middleName=null, lastName=YI, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2.School of Electric Power Engineering, South China University of Technology, Guangzhou 510640, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1214958585289712224, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, authorId=1214958584857698899, language=CN, stringName=羿应棋, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2.华南理工大学电力学院,广州 510640, bio={"content":"羿应棋(1990),男,通信作者,工程师,博士,研究方向为配用电大数据分析,827019497@qq.com。。
"}, bioImg=null, bioContent=羿应棋(1990),男,通信作者,工程师,博士,研究方向为配用电大数据分析,827019497@qq.com。。
, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1214958582571803178, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, xref=2., ext=[AuthorCompanyExt(id=1214958582580191787, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582571803178, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.School of Electric Power Engineering, South China University of Technology, Guangzhou 510640, China), AuthorCompanyExt(id=1214958582605357612, tenantId=1150419971270848770, journalId=1150420108982431745, articleId=1214958575995134433, companyId=1214958582571803178, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.华南理工大学电力学院,广州 510640)])])]
曾庆彬,梁伟强,黄焯辉,江浩侠,何奉禄,羿应棋.
计及光荷场景差异的储能优化配置[J].
南方电网技术, 2025, 19(11): 141-149 DOI:10.13648/j.cnki.issn1674-0629.2025.11.013
基金资助
国家自然科学基金资助项目(62173148)