{"id":"https://openalex.org/W1996158018","doi":"https://doi.org/10.1109/scis-isis.2012.6505297","title":"Maximum Power Point tracking using neural network in flyback MPPT inverter for PV systems","display_name":"Maximum Power Point tracking using neural network in flyback MPPT inverter for PV systems","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W1996158018","doi":"https://doi.org/10.1109/scis-isis.2012.6505297","mag":"1996158018"},"language":"en","primary_location":{"id":"doi:10.1109/scis-isis.2012.6505297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2012.6505297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5055053159","display_name":"Poom Konghuayrob","orcid":null},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Poom Konghuayrob","raw_affiliation_strings":["Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang, Thailand","Faculty of Engineering, King Mongkut's Insitute of Technology Ladkrabang, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang, Thailand","institution_ids":["https://openalex.org/I91538806"]},{"raw_affiliation_string":"Faculty of Engineering, King Mongkut's Insitute of Technology Ladkrabang, Thailand","institution_ids":["https://openalex.org/I91538806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029637177","display_name":"Somyot Kaitwanidvilai","orcid":"https://orcid.org/0000-0001-6487-3132"},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Somyot Kaitwanidvilai","raw_affiliation_strings":["Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang, Thailand","Faculty of Engineering, King Mongkut's Insitute of Technology Ladkrabang, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, King Mongkut's Institute of Technology Ladkrabang, Thailand","institution_ids":["https://openalex.org/I91538806"]},{"raw_affiliation_string":"Faculty of Engineering, King Mongkut's Insitute of Technology Ladkrabang, Thailand","institution_ids":["https://openalex.org/I91538806"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91538806"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1504","last_page":"1507"},"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/T12309","display_name":"solar cell performance optimization","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/maximum-power-point-tracking","display_name":"Maximum power point tracking","score":0.8609782457351685},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.715099036693573},{"id":"https://openalex.org/keywords/modulation-index","display_name":"Modulation index","score":0.6941655874252319},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6817476749420166},{"id":"https://openalex.org/keywords/inverter","display_name":"Inverter","score":0.6595422029495239},{"id":"https://openalex.org/keywords/flyback-transformer","display_name":"Flyback transformer","score":0.6509436964988708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5464609265327454},{"id":"https://openalex.org/keywords/converters","display_name":"Converters","score":0.5334057807922363},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5183275938034058},{"id":"https://openalex.org/keywords/solar-micro-inverter","display_name":"Solar micro-inverter","score":0.5025084018707275},{"id":"https://openalex.org/keywords/pulse-width-modulation","display_name":"Pulse-width modulation","score":0.49372825026512146},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4554658830165863},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.44702577590942383},{"id":"https://openalex.org/keywords/oscillation","display_name":"Oscillation (cell signaling)","score":0.4460601508617401},{"id":"https://openalex.org/keywords/maximum-power-principle","display_name":"Maximum power principle","score":0.42077529430389404},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.40910136699676514},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.27125415205955505},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23612108826637268},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11454451084136963},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10569402575492859},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.0923302173614502},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09145346283912659}],"concepts":[{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.8609782457351685},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.715099036693573},{"id":"https://openalex.org/C2776635522","wikidata":"https://www.wikidata.org/wiki/Q11883093","display_name":"Modulation index","level":4,"score":0.6941655874252319},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6817476749420166},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.6595422029495239},{"id":"https://openalex.org/C17321440","wikidata":"https://www.wikidata.org/wiki/Q184909","display_name":"Flyback transformer","level":4,"score":0.6509436964988708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5464609265327454},{"id":"https://openalex.org/C2778422915","wikidata":"https://www.wikidata.org/wiki/Q10302051","display_name":"Converters","level":3,"score":0.5334057807922363},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5183275938034058},{"id":"https://openalex.org/C53954817","wikidata":"https://www.wikidata.org/wiki/Q7556716","display_name":"Solar micro-inverter","level":5,"score":0.5025084018707275},{"id":"https://openalex.org/C92746544","wikidata":"https://www.wikidata.org/wiki/Q585184","display_name":"Pulse-width modulation","level":3,"score":0.49372825026512146},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4554658830165863},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.44702577590942383},{"id":"https://openalex.org/C2778439541","wikidata":"https://www.wikidata.org/wiki/Q7106412","display_name":"Oscillation (cell signaling)","level":2,"score":0.4460601508617401},{"id":"https://openalex.org/C116615679","wikidata":"https://www.wikidata.org/wiki/Q6795908","display_name":"Maximum power principle","level":3,"score":0.42077529430389404},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.40910136699676514},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.27125415205955505},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23612108826637268},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11454451084136963},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10569402575492859},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0923302173614502},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09145346283912659},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scis-isis.2012.6505297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2012.6505297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2070538370","https://openalex.org/W2092076741","https://openalex.org/W2108271225","https://openalex.org/W2109490242","https://openalex.org/W2131059828","https://openalex.org/W2134602380","https://openalex.org/W2134918040","https://openalex.org/W2167418228","https://openalex.org/W2169852342","https://openalex.org/W2339129749","https://openalex.org/W2515752214","https://openalex.org/W3141990233","https://openalex.org/W4285719527","https://openalex.org/W6704234399","https://openalex.org/W6725913588"],"related_works":["https://openalex.org/W2741401028","https://openalex.org/W2316631608","https://openalex.org/W2067816350","https://openalex.org/W2547170438","https://openalex.org/W2811435001","https://openalex.org/W2376360298","https://openalex.org/W2338800586","https://openalex.org/W2272882783","https://openalex.org/W2806945700","https://openalex.org/W2010989657"],"abstract_inverted_index":{"Generally,":[0],"perturb":[1],"and":[2,78,103],"observe":[3],"(P&O)":[4],"technique":[5,86],"is":[6,43,112,122,150],"widely":[7],"adopted":[8,113],"in":[9,74],"photovoltaic":[10],"(PV)":[11],"system":[12],"to":[13,25,87,97,124],"maximize":[14],"the":[15,21,30,35,46,57,61,68,89,108,115,126,135,143],"output":[16],"power.":[17],"In":[18,66,107],"flyback":[19],"inverter,":[20],"modulation":[22,40,128],"index":[23,41],"needs":[24],"be":[26,54,64],"adjusted":[27],"based":[28,139],"on":[29],"P&O":[31],"algorithm.":[32],"However":[33],"if":[34],"changing":[36,70,90,145],"step":[37,71,91,129,146],"size":[38,72,92,147],"of":[39,94,117],"(\u0394ma)":[42,93,148],"too":[44],"large,":[45],"fast":[47],"MPP":[48,62],"(Maximum":[49],"Power":[50],"Point)":[51],"tracking":[52,76,101],"can":[53,141],"achieved":[55],"but":[56],"power":[58,105],"oscillation":[59],"around":[60],"will":[63],"large.":[65],"contrary,":[67],"small":[69,79],"results":[73,132],"long":[75],"time":[77,102],"oscillation.":[80,106],"Consequently,":[81],"this":[82],"paper":[83],"proposes":[84],"a":[85,118],"adjust":[88],"Flyback":[95],"inverter":[96,140],"achieve":[98],"both":[99],"acceptable":[100],"low":[104],"proposed":[109,136],"technique,":[110],"irradiance":[111,154],"as":[114],"input":[116],"neural":[119,137],"network":[120,138],"which":[121,149],"used":[123],"estimate":[125],"appropriate":[127,144],"size.":[130],"Simulation":[131],"confirm":[133],"that":[134],"find":[142],"adequate":[151],"for":[152],"any":[153],"conditions.":[155]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
