{"id":"https://openalex.org/W2750056307","doi":"https://doi.org/10.1155/2017/2186420","title":"MPPT Control Strategy of PV Based on Improved Shuffled Frog Leaping Algorithm under Complex Environments","display_name":"MPPT Control Strategy of PV Based on Improved Shuffled Frog Leaping Algorithm under Complex Environments","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2750056307","doi":"https://doi.org/10.1155/2017/2186420","mag":"2750056307"},"language":"en","primary_location":{"id":"doi:10.1155/2017/2186420","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/2186420","pdf_url":"http://downloads.hindawi.com/journals/jcse/2017/2186420.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Control Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://downloads.hindawi.com/journals/jcse/2017/2186420.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064540495","display_name":"Xiaohua Nie","orcid":"https://orcid.org/0000-0003-4706-9024"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaohua Nie","raw_affiliation_strings":["Information Engineering School, Nanchang University, Nanchang, Jiangxi Province 330031, China"],"raw_orcid":"https://orcid.org/0000-0003-4706-9024","affiliations":[{"raw_affiliation_string":"Information Engineering School, Nanchang University, Nanchang, Jiangxi Province 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035655275","display_name":"Haoyao Nie","orcid":"https://orcid.org/0000-0002-2074-4379"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyao Nie","raw_affiliation_strings":["Economics Management School, Nanchang University, Nanchang, Jiangxi Province 330031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Economics Management School, Nanchang University, Nanchang, Jiangxi Province 330031, China","institution_ids":["https://openalex.org/I141649914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064540495"],"corresponding_institution_ids":["https://openalex.org/I141649914"],"apc_list":{"value":1400,"currency":"USD","value_usd":1400},"apc_paid":{"value":1400,"currency":"USD","value_usd":1400},"fwci":0.3016,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.57595036,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2017","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10905","display_name":"Solar Thermal and Photovoltaic Systems","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/maximum-power-point-tracking","display_name":"Maximum power point tracking","score":0.9021216630935669},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6778327226638794},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.670551598072052},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6542577147483826},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5761153697967529},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4838320314884186},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4215960204601288},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4198516607284546},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.4139460325241089},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3864504396915436},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.31066006422042847},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21321827173233032},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17432063817977905}],"concepts":[{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.9021216630935669},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6778327226638794},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.670551598072052},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6542577147483826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5761153697967529},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4838320314884186},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4215960204601288},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4198516607284546},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.4139460325241089},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3864504396915436},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.31066006422042847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21321827173233032},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17432063817977905},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2017/2186420","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/2186420","pdf_url":"http://downloads.hindawi.com/journals/jcse/2017/2186420.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Control Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3a72a6d807b94c4e8a98dff80618fd0b","is_oa":true,"landing_page_url":"https://doaj.org/article/3a72a6d807b94c4e8a98dff80618fd0b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Control Science and Engineering, Vol 2017 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2017/2186420","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2017/2186420","pdf_url":"http://downloads.hindawi.com/journals/jcse/2017/2186420.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Control Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1490226889","display_name":null,"funder_award_id":"51467013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2750056307.pdf","grobid_xml":"https://content.openalex.org/works/W2750056307.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1501081663","https://openalex.org/W1963580785","https://openalex.org/W1978932460","https://openalex.org/W1980037546","https://openalex.org/W1997654561","https://openalex.org/W2006907039","https://openalex.org/W2051900843","https://openalex.org/W2075233971","https://openalex.org/W2094168702","https://openalex.org/W2094354466","https://openalex.org/W2106905228","https://openalex.org/W2124823351","https://openalex.org/W2132895429","https://openalex.org/W2509132467"],"related_works":["https://openalex.org/W2206043812","https://openalex.org/W2805575148","https://openalex.org/W2093748482","https://openalex.org/W2090575600","https://openalex.org/W2366001104","https://openalex.org/W2366644717","https://openalex.org/W2367445858","https://openalex.org/W2351307261","https://openalex.org/W2026423993","https://openalex.org/W2381993707"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3,119],"maximum":[4],"power":[5],"point":[6,105],"tracking":[7],"(MPPT)":[8],"based":[9,38,180],"on":[10,39,140,181],"the":[11,46,52,66,71,94,102,112,124,136,144,175,185,192],"particle":[12],"swarm":[13,23],"optimization":[14],"(PSO)":[15],"improved":[16],"shuffled":[17],"frog":[18],"leaping":[19],"algorithm":[20,25,82,151,162],"(PSFLA).":[21],"The":[22,31,79,154,168],"intelligence":[24],"(SIA)":[26],"has":[27],"vast":[28],"computing":[29],"ability.":[30],"MPPT":[32,99,115,121,141,177],"control":[33,178],"strategies":[34],"of":[35,59,68,91,107,114,123],"PV":[36,193],"array":[37,194],"SIA":[40],"are":[41],"attracting":[42],"considerable":[43],"interests.":[44],"Firstly,":[45],"PSFLA":[47,81,95,125,148,182],"was":[48,96,132],"proposed":[49,80,133,176],"by":[50],"adding":[51],"inertia":[53],"weight":[54],"factor":[55],"<mml:math":[56],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[57],"id=\"M1\"><mml:mrow><mml:mi>w</mml:mi></mml:mrow></mml:math>":[58],"PSO":[60,161],"in":[61],"standard":[62],"SFLA":[63,150],"to":[64,98,100,134],"overcome":[65,135],"defect":[67],"falling":[69],"into":[70],"partial":[72],"optimal":[73],"solutions":[74],"and":[75,86,149,156,160,170,190],"slow":[76],"convergence":[77],"speed.":[78],"increased":[83],"calculation":[84],"speed":[85],"excellent":[87],"global":[88],"search":[89],"capability":[90],"MPPT.":[92],"Then,":[93],"applied":[97],"solve":[101],"multiple":[103],"extreme":[104],"problems":[106,113],"nonlinear":[108],"optimization.":[109],"Secondly,":[110],"for":[111],"under":[116,163],"complex":[117,164],"environments,":[118],"new":[120],"strategy":[122,179],"combined":[126],"with":[127],"recursive":[128],"least":[129],"square":[130],"filtering":[131],"measurement":[137,186],"noise":[138,187],"effects":[139,188],"accuracy.":[142],"Finally,":[143],"simulation":[145,169],"comparisons":[146],"between":[147,158],"were":[152,166],"developed.":[153],"experiment":[155,171],"comparison":[157],"PSLFA":[159],"environment":[165],"executed.":[167],"results":[172],"indicate":[173],"that":[174],"can":[183],"suppress":[184],"effectively":[189],"improve":[191],"efficiency.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}