Article(id=1322531755442156229, tenantId=1146029695717560320, journalId=1146031654075715584, issueId=1322531709363536798, articleNumber=null, orderNo=null, doi=10.13234/j.issn.2095-2805.2026.6.157, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1704988800000, receivedDateStr=2024-01-12, revisedDate=1716998400000, revisedDateStr=2024-05-30, acceptedDate=1718294400000, acceptedDateStr=2024-06-14, onlineDate=1793245741948, onlineDateStr=2026-10-29, pubDate=1782748800000, pubDateStr=2026-06-30, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793245741948, onlineIssueDateStr=2026-10-29, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793245741948, creator=13701087609, updateTime=1793245741948, updator=13701087609, issue=Issue{id=1322531709363536798, tenantId=1146029695717560320, journalId=1146031654075715584, year='2026', volume='24', issue='6', pageStart='1', pageEnd='368', issueExtLink='null', onlineDate='null', pubDate='1782748800000', pubDateStr='2026-06-30', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1793245730962, creator='13701087609', updateTime=1793245730962, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=157, endPage=165, ext={EN=ArticleExt(id=1322531755651871430, articleId=1322531755442156229, tenantId=1146029695717560320, journalId=1146031654075715584, language=EN, title=Research on MPPT Control Based on Improved Harris Hawk Optimization Algorithm and Incremental Conductance Method, columnId=1321491614980223555, journalTitle=Journal of Power Supply, columnName=Renewable Energy Generation and Energy Storage, runingTitle=null, highlight=null, articleAbstract=

Aimed at the multi-peak characteristics of P-U output characteristic curves when a photovoltaic array is partially shaded, as well as the problem that the traditional maximum power point tracking (MPPT) method is easy to fall into local optimum and difficult to strike a balance between its tracking accuracy and speed, an MPPT algorithm combining the improved Harris hawk optimization (IHHO) algorithm and variable-step incremental conductance (INC) method is proposed. This algorithm divides the peak region to determine the voltage range where the extreme point exists, so as to narrow the search scope of the algorithm, and then applies the IHHO algorithm for global search in this range. First, the IHHO algorithm optimizes the initial position near 0.8 times the open-circuit voltage in each interval sequentially. Then, the Levy flight is used to optimize the scaling factor at the exploration stage. After the algorithm converges, it is switched to the variable-step INC method for local development. Finally, four kinds of illumination conditions are set up for verification. Simulation results show that the proposed composite MPPT algorithm can effectively avoid falling into local traps under complex shading, low illumination and illumination mutation conditions. In addition, the search speed is improved by 50% on average.

, authors=Haopeng LUO¹, Longzhen WANG², Ting LIU¹, Qinyue TAN¹, authorsList=Haopeng LUO, Longzhen WANG, Ting LIU, Qinyue TAN, authorCompany=null, correspAuthors=Qinyue TAN, 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=1322531758499803850, articleId=1322531755442156229, tenantId=1146029695717560320, journalId=1146031654075715584, language=CN, title=基于改进哈里斯鹰和电导增量法的MPPT控制研究, columnId=1321491615269630533, journalTitle=电源学报, columnName=新能源发电与储能, runingTitle=null, highlight=null, articleAbstract=

针对光伏阵列局部遮阴时P-U输出特性曲线呈多峰值的特点，以及传统最大功率点追踪MPPT（maximum power point tracking）法易陷入局部最优且难以平衡追踪精度和速度的难题，提出一种改进哈里斯鹰优化IHHO（improved Harris hawk optimization）算法与变步长电导增量INC（incremental conductance）法复合的MPPT算法。该算法通过波峰区间划分分析极值存在的电压区间，以缩小算法搜索范围，区间内采用IHHO算法进行全局搜索。首先使用IHHO算法依次优化初始位置于各区间0.8倍开路电压附近；然后使用莱维飞行优化勘探阶段缩放因子，算法收敛后切换为变步长INC法进行局部开发；最后设置4种光照情况进行验证。仿真结果表明，所提复合MPPT算法在复杂遮阴与低光照情况下以及光照突变情况下，均能有效避免掉入局部陷阱，较改进前搜索速度平均提高50%。

, authors=罗皓鹏¹, 汪隆臻², 刘婷¹, 谭亲跃¹, authorsList=罗皓鹏, 汪隆臻, 刘婷, 谭亲跃, authorCompany=null, correspAuthors=谭亲跃, authorNote=, correspAuthorsNote=, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=RLG8WeGvt+UIR8tU9SMCUA==, magXml=kD1Bmbcanv9FErr0xRYMWw==, pdfUrl=null, pdf=Pn+y3/Vz13Pmu6ZqNhPt0Q==, pdfFileSize=3948195, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=WF7TQwEJ5BvUDy+YTS5Caw==, mapNumber=null, fund=null)}, authors=[Author(id=1322531759598711506, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322531755442156229, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=hpluo@nwsuaf.edu.cn, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1322531759690986196, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322531755442156229, authorId=1322531759598711506, language=EN, stringName=Haopeng LUO, firstName=Haopeng, middleName=null, lastName=LUO, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=¹, address=^1.College of Water Resources and Architectural Engineering, Northwest A&F University, Yangling 712100, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1322531759766483669, tenantId=1146029695717560320, journalId=1146031654075715584, articleId=1322531755442156229, authorId=1322531759598711506, language=CN, stringName=罗皓鹏, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=¹, address=^1.西北农林科技大学水利与建筑工程学院，杨凌　712100, bio={"content":"

罗皓鹏（1999—　），男，硕士研究生。研究方向：光伏最大功率点追踪及并网技术。E-mail：hpluo@nwsuaf.edu.cn。

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罗皓鹏（1999—　），男，硕士研究生。研究方向：光伏最大功率点追踪及并网技术。E-mail：hpluo@nwsuaf.edu.cn。

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汪隆臻（1984—　），男，硕士，高级工程师。研究方向：电力系统及其自动化。E-mail：wanglz0014@ah.sgcc.com.cn。

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汪隆臻（1984—　），男，硕士，高级工程师。研究方向：电力系统及其自动化。E-mail：wanglz0014@ah.sgcc.com.cn。

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刘婷（1999—　），女，硕士研究生。研究方向：柔性直流输电线路故障识别。E-mail：tingliu@nwsuaf.edu.cn。

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刘婷（1999—　），女，硕士研究生。研究方向：柔性直流输电线路故障识别。E-mail：tingliu@nwsuaf.edu.cn。

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