{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T15:59:01Z","timestamp":1777910341761,"version":"3.51.4"},"reference-count":42,"publisher":"SAGE Publications","issue":"7","license":[{"start":{"date-parts":[[2017,5,8]],"date-time":"2017-05-08T00:00:00Z","timestamp":1494201600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"name":"Graduate Scientific Research and Innovation Foundation of Chongqing","award":["CYB16048"],"award-info":[{"award-number":["CYB16048"]}]},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","award":["CSC"],"award-info":[{"award-number":["CSC"]}],"id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["51377187"],"award-info":[{"award-number":["51377187"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Transactions of the Institute of Measurement and Control"],"published-print":{"date-parts":[[2018,4]]},"abstract":"<jats:p>Due to the non-linear characteristics I\u2013V of the photovoltaic (PV) curve, the tracking of the maximum power point (MPP) under partial shading (PS) conditions can sometimes be a challenging task. This paper presents a modified artificial fish swarm algorithm (AFSA) for MPP tracking (MPPT) in PV modules under PS. In this algorithm, the AFSA optimized by particle swarm optimization (PSO) algorithm with extended memory (PSOEM-FSA) is improved by hybridizing it with adaptive visual and step, and the resulting algorithm is a comprehensive improvement on the AFSA (abbreviated as CIAFSA). Combining the searching capabilities of the PSOEM-FSA and the self-learning ability of adaptive visual and step for AFSA, CIAFSA is developed. To validate the effectiveness of this novel MPPT technique, the PV system along with the proposed MPPT algorithm is simulated using the Matlab\/Simulink Simscape toolbox. Results show that the proposed approach is more effective in MPPT in PV systems under PS conditions when compared with other methods in searching precision.<\/jats:p>","DOI":"10.1177\/0142331217697374","type":"journal-article","created":{"date-parts":[[2017,5,8]],"date-time":"2017-05-08T08:02:22Z","timestamp":1494230542000},"page":"2178-2199","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":42,"title":["Comprehensive improvement of artificial fish swarm algorithm for global MPPT in PV system under partial shading conditions"],"prefix":"10.1177","volume":"40","author":[{"given":"Mingxuan","family":"Mao","sequence":"first","affiliation":[{"name":"Automation College, Chongqing University, Chongqing, China"},{"name":"School of Electronic and Electrical Engineering, University of Leeds, Leeds, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qichang","family":"Duan","sequence":"additional","affiliation":[{"name":"Automation College, Chongqing University, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pan","family":"Duan","sequence":"additional","affiliation":[{"name":"State Grid Chongqing Electric Power Company Nan\u2019an Power Supply Subsidiary Company, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bei","family":"Hu","sequence":"additional","affiliation":[{"name":"Automation College, Chongqing University, Chongqing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2017,5,8]]},"reference":[{"key":"bibr1-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2010.2090903"},{"key":"bibr2-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1007\/s11047-007-9049-5"},{"key":"bibr3-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE.2014.6864647"},{"key":"bibr4-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/ICCIS.2010.338"},{"key":"bibr5-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2009.2019570"},{"issue":"7","key":"bibr6-0142331217697374","first-page":"1087","volume":"26","author":"Duan QC","year":"2011","journal-title":"Control and Decision"},{"key":"bibr7-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1108\/K-09-2014-0198"},{"key":"bibr8-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/MHS.1995.494215"},{"key":"bibr9-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9496(2003)129:3(210)"},{"key":"bibr10-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2005.850975"},{"key":"bibr11-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2015.06.013"},{"key":"bibr12-0142331217697374","doi-asserted-by":"publisher","DOI":"10.14257\/ijca.2013.6.5.10"},{"key":"bibr13-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2012.2185713"},{"key":"bibr14-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2010.2089537"},{"key":"bibr15-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2010.2044733"},{"key":"bibr16-0142331217697374","unstructured":"Karaboga D (2005) An idea based on honey bee swarm for numerical optimization.\n                      Technical Report\u2014TR06\n                      . Erciyes University."},{"key":"bibr17-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2011.2141692"},{"issue":"11","key":"bibr18-0142331217697374","first-page":"32","volume":"22","author":"Li XL","year":"2002","journal-title":"Systems Engineering \u2013 Theory & Practice"},{"key":"bibr19-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2010.2085087"},{"key":"bibr20-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/IWACI.2010.5585187"},{"key":"bibr21-0142331217697374","first-page":"107","author":"Ngan MS","year":"2016","journal-title":"Advances in Solar Photovoltaic Power Plants"},{"key":"bibr22-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2008.917118"},{"key":"bibr23-0142331217697374","first-page":"487","author":"Phimmasone V","year":"2010","journal-title":"International Conference on Electrical Machines and Systems"},{"key":"bibr24-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2014.2336600"},{"issue":"1","key":"bibr25-0142331217697374","first-page":"01","volume":"3","author":"Reza A","year":"2014","journal-title":"International Journal of Computer Communications and Networks"},{"key":"bibr26-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2010.2048834"},{"key":"bibr27-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2006.14.1.119"},{"key":"bibr28-0142331217697374","first-page":"635","volume-title":"Proceedings of the International Conference on Computer Design and Applications (ICCDA \u201910)","author":"Song X","year":"2010"},{"key":"bibr29-0142331217697374","first-page":"501","author":"Song C","year":"2013","journal-title":"International Conference on Natural Computation (ICNC)"},{"key":"bibr30-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2014.08.002"},{"key":"bibr31-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2011.05.022"},{"key":"bibr32-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2002.1039412"},{"key":"bibr33-0142331217697374","first-page":"2890","volume-title":"Proceedings of the 4th International Conference on Machine Learning and Cybernetics","author":"Wang CR","year":"2005"},{"issue":"7","key":"bibr34-0142331217697374","first-page":"2815","volume":"33","author":"Xu HY","year":"2012","journal-title":"Computer Engineering and Design"},{"key":"bibr35-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TSTE.2015.2433957"},{"key":"bibr36-0142331217697374","first-page":"932","volume-title":"Proceedings of the International Symposium on Telecommunications (IST)","author":"Yazdani D","year":"2010"},{"key":"bibr37-0142331217697374","first-page":"1480","volume-title":"Proceedings of the IEEE International Symposium on Communications and Information Technologies","author":"Yu Y","year":"2005"},{"issue":"1","key":"bibr38-0142331217697374","first-page":"1123","volume":"20","author":"Zafer B","year":"2012","journal-title":"Turkish Journal of Electrical Engineering & Computer Sciences"},{"key":"bibr39-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2009.2015956"},{"key":"bibr40-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1109\/ICIEA.2014.6931262"},{"key":"bibr41-0142331217697374","doi-asserted-by":"publisher","DOI":"10.1177\/0142331207076374"},{"issue":"4","key":"bibr42-0142331217697374","first-page":"42","volume":"32","author":"Zhu YW","year":"2012","journal-title":"Proceedings of the CSEE"}],"container-title":["Transactions of the Institute of Measurement and Control"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0142331217697374","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/0142331217697374","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0142331217697374","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T14:55:15Z","timestamp":1777647315000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/0142331217697374"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,8]]},"references-count":42,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2018,4]]}},"alternative-id":["10.1177\/0142331217697374"],"URL":"https:\/\/doi.org\/10.1177\/0142331217697374","relation":{},"ISSN":["0142-3312","1477-0369"],"issn-type":[{"value":"0142-3312","type":"print"},{"value":"1477-0369","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,5,8]]}}}