{"id":"https://openalex.org/W2111809410","doi":"https://doi.org/10.1109/icassp.2012.6288335","title":"A flann-based controller for maximum power point tracking in PV systems under rapidly changing conditions","display_name":"A flann-based controller for maximum power point tracking in PV systems under rapidly changing conditions","publication_year":2012,"publication_date":"2012-03-01","ids":{"openalex":"https://openalex.org/W2111809410","doi":"https://doi.org/10.1109/icassp.2012.6288335","mag":"2111809410"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2012.6288335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2012.6288335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100891158","display_name":"Lian Lian Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lian Lian Jiang","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University,,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University,,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059218594","display_name":"Douglas L. Maskell","orcid":"https://orcid.org/0000-0002-6588-4762"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Douglas L. Maskell","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","School of Computer Engineering, Nanyang Technological University,,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University,,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049913930","display_name":"Jagdish C. Patra","orcid":"https://orcid.org/0000-0002-6257-0469"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jagdish C. Patra","raw_affiliation_strings":["Faculty of Engineering and Industrial Sciences, Swinburne University of Technology, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Industrial Sciences, Swinburne University of Technology, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.631,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.71899578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2141","last_page":"2144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":1.0,"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":1.0,"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":0.9988999962806702,"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/T12309","display_name":"solar cell performance optimization","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.7791892290115356},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.7248438000679016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6627378463745117},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6228324174880981},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6038097739219666},{"id":"https://openalex.org/keywords/maximum-power-principle","display_name":"Maximum power principle","score":0.5539283156394958},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5329958200454712},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.49814581871032715},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4945339858531952},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4849403202533722},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4731491804122925},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.45336467027664185},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4398636519908905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33710360527038574},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.3268177807331085},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.323530375957489},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20030656456947327},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.1832779347896576},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12022289633750916},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09540972113609314},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07490959763526917},{"id":"https://openalex.org/keywords/inverter","display_name":"Inverter","score":0.07152211666107178}],"concepts":[{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.7791892290115356},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7248438000679016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6627378463745117},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6228324174880981},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6038097739219666},{"id":"https://openalex.org/C116615679","wikidata":"https://www.wikidata.org/wiki/Q6795908","display_name":"Maximum power principle","level":3,"score":0.5539283156394958},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5329958200454712},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.49814581871032715},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4945339858531952},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4849403202533722},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4731491804122925},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.45336467027664185},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4398636519908905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33710360527038574},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.3268177807331085},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.323530375957489},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20030656456947327},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.1832779347896576},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12022289633750916},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09540972113609314},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07490959763526917},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.07152211666107178},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/icassp.2012.6288335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2012.6288335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.1017.9757","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1017.9757","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://mirlab.org/conference_papers/International_Conference/ICASSP%202012/pdfs/0002141.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.1019.3626","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1019.3626","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Lian_Jiang2/publication/261091106_A_flann-based_controller_for_maximum_power_point_tracking_in_PV_systems_under_rapidly_changing_conditions/links/545c88380cf249070a7ac450.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.1019.7326","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1019.7326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.researchgate.net/profile/Lian_Jiang2/publication/261091106_A_flann-based_controller_for_maximum_power_point_tracking_in_PV_systems_under_rapidly_changing_conditions/links/545c88380cf249070a7ac450.pdf?origin%3Dpublication_detail","raw_type":"text"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/84241","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/84241","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},{"id":"pmh:oai:researchbank.swinburne.edu.au:37977275-6be5-4a53-9ebd-113a53dfaa6d/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/237047","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2012 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012), Kyoto, Japan, 25-30 March 2012, pp. 2141-2144","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1981274891","https://openalex.org/W2052205800","https://openalex.org/W2071281015","https://openalex.org/W2079995640","https://openalex.org/W2089330262","https://openalex.org/W2093390658","https://openalex.org/W2114956682","https://openalex.org/W2124086209","https://openalex.org/W2126885794","https://openalex.org/W2132507811","https://openalex.org/W2149583608","https://openalex.org/W2169498704"],"related_works":["https://openalex.org/W2093748482","https://openalex.org/W2366001104","https://openalex.org/W2366644717","https://openalex.org/W2351307261","https://openalex.org/W2026423993","https://openalex.org/W2381993707","https://openalex.org/W2290996769","https://openalex.org/W2097725229","https://openalex.org/W2090575600","https://openalex.org/W2367445858"],"abstract_inverted_index":{"In":[0,90],"order":[1],"to":[2,51,63,126],"increase":[3],"the":[4,7,11,18,37,65,82,87,107,111,115,128,133,149],"efficiency":[5,160],"of":[6,36],"Photovoltaic":[8],"(PV)":[9],"system,":[10],"PV":[12,129],"system":[13,88],"should":[14],"be":[15],"operated":[16],"at":[17,132],"Maximum":[19],"Power":[20],"Point":[21],"(MPP).":[22],"The":[23],"MPP":[24],"Tracking":[25],"(MPPT)":[26],"is":[27,137,142,153],"an":[28],"essential":[29],"part":[30],"in":[31,80],"achieving":[32],"this":[33,91],"improvement.":[34],"Some":[35],"existing":[38],"techniques":[39],"such":[40,69],"as":[41,70],"Perturb-and-Observe":[42],"(P&O)":[43],"and":[44,58,74,157],"Incremental":[45],"Conductance":[46],"(INC)":[47],"are":[48,78],"relatively":[49],"simpler":[50],"implement,":[52],"but":[53],"under":[54,161],"rapidly":[55,162],"changing":[56,163],"irradiance":[57],"temperature":[59],"conditions,":[60],"they":[61],"fail":[62],"track":[64,106],"MPP.":[66,134],"Although":[67],"methods":[68],"Multilayer":[71],"Perceptron":[72],"(MLP)":[73],"Fuzzy":[75],"Logic":[76],"(FL)":[77],"efficient":[79],"tracking":[81],"MPP,":[83,108],"their":[84],"implementation":[85],"increases":[86],"complexity.":[89],"paper,":[92],"we":[93],"propose":[94],"a":[95],"novel":[96],"artificial":[97],"intelligence":[98],"based":[99],"controller":[100,152],"for":[101],"MPPT,":[102],"which":[103],"can":[104],"efficiently":[105],"while":[109],"keeping":[110],"computational":[112],"complexity":[113],"within":[114],"limits.":[116],"Our":[117],"technique":[118],"uses":[119],"Functional":[120],"Link":[121],"Artificial":[122],"Neural":[123],"Network":[124],"(FLANN)":[125],"predict":[127],"output":[130],"voltage":[131],"Since":[135],"there":[136],"no":[138],"hidden":[139],"layer,":[140],"FLANN":[141,151],"computationally":[143,154],"inexpensive.":[144],"Simulation":[145],"results":[146],"verify":[147],"that":[148],"proposed":[150],"less":[155],"intensive":[156],"exhibits":[158],"higher":[159],"weather":[164],"conditions.":[165]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
