{"id":"https://openalex.org/W2791408351","doi":"https://doi.org/10.1145/3171592.3171623","title":"Performance Study of Neural Network and ANFIS Based MPPT Methods For Grid Connected PV System","display_name":"Performance Study of Neural Network and ANFIS Based MPPT Methods For Grid Connected PV System","publication_year":2017,"publication_date":"2017-12-08","ids":{"openalex":"https://openalex.org/W2791408351","doi":"https://doi.org/10.1145/3171592.3171623","mag":"2791408351"},"language":"en","primary_location":{"id":"doi:10.1145/3171592.3171623","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3171592.3171623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 VI International Conference on Network, Communication and Computing","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/A5011762744","display_name":"Mohammad Abu Sarhan","orcid":"https://orcid.org/0000-0002-1920-202X"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mohammad Abu Sarhan","raw_affiliation_strings":["School of Automation, China University of Geosciences, Wuhan, China, Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, China University of Geosciences, Wuhan, China, Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101832180","display_name":"Min Ding","orcid":"https://orcid.org/0000-0001-8297-9555"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Ding","raw_affiliation_strings":["School of Automation, China University of Geosciences, Wuhan, China, Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, China University of Geosciences, Wuhan, China, Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100720628","display_name":"Xin Chen","orcid":"https://orcid.org/0000-0001-8775-2827"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Chen","raw_affiliation_strings":["School of Automation, China University of Geosciences, Wuhan, China, Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, China University of Geosciences, Wuhan, China, Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074710425","display_name":"Min Wu","orcid":"https://orcid.org/0000-0002-0668-8315"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Wu","raw_affiliation_strings":["School of Automation, China University of Geosciences, Wuhan, China, Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, China University of Geosciences, Wuhan, China, Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011762744"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":null,"apc_paid":null,"fwci":0.2188,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.54302125,"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":"227","last_page":"234"},"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":0.9993000030517578,"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":0.9987999796867371,"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":0.9567780494689941},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.7789785265922546},{"id":"https://openalex.org/keywords/maximum-power-principle","display_name":"Maximum power principle","score":0.7239094972610474},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.7023360729217529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6104056239128113},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5990399122238159},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5535163879394531},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5257740020751953},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.42519497871398926},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.42351484298706055},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.3211023211479187},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2716045677661896},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.26269498467445374},{"id":"https://openalex.org/keywords/inverter","display_name":"Inverter","score":0.15816965699195862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1508202850818634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12581601738929749},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0717029869556427},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.054715752601623535},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.054607540369033813}],"concepts":[{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.9567780494689941},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.7789785265922546},{"id":"https://openalex.org/C116615679","wikidata":"https://www.wikidata.org/wiki/Q6795908","display_name":"Maximum power principle","level":3,"score":0.7239094972610474},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7023360729217529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6104056239128113},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5990399122238159},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5535163879394531},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5257740020751953},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.42519497871398926},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.42351484298706055},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3211023211479187},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2716045677661896},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.26269498467445374},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.15816965699195862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1508202850818634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12581601738929749},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0717029869556427},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.054715752601623535},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.054607540369033813},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3171592.3171623","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3171592.3171623","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 VI International Conference on Network, Communication and Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1492468531","https://openalex.org/W2019207321","https://openalex.org/W2038379152","https://openalex.org/W2041763650","https://openalex.org/W2047604914","https://openalex.org/W2061037491","https://openalex.org/W2084293183","https://openalex.org/W2094168702","https://openalex.org/W2108082843","https://openalex.org/W2153460300","https://openalex.org/W2189464924"],"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/W2392812934","https://openalex.org/W2290996769","https://openalex.org/W2090575600","https://openalex.org/W2367445858"],"abstract_inverted_index":{"The":[0,87,114],"maximum":[1,17,36,110],"power":[2,18,37,111],"point":[3,38,112],"tracking":[4],"(MPPT)":[5],"methods":[6,68,92],"are":[7,69,93],"applied":[8],"in":[9,109],"PV":[10,21,47],"solar":[11,82],"systems":[12],"to":[13,27,72,95],"accomplish":[14],"the":[15,20,29,35,79],"desired":[16],"from":[19],"system.":[22],"Hence,":[23],"it":[24],"is":[25,49],"important":[26],"design":[28],"best":[30],"technique":[31],"which":[32,98],"can":[33],"reach":[34],"(MPP)":[39],"effectively.":[40],"In":[41],"this":[42],"paper,":[43],"a":[44],"grid":[45],"connected":[46],"system":[48,59],"controlled":[50],"by":[51,119],"artificial":[52],"neural":[53],"network":[54],"(ANN)":[55],"and":[56,76,84,105],"adaptive":[57],"neuro-fuzzy":[58],"(ANFIS)":[60],"based":[61],"MPPT":[62,67],"methods.":[63],"Both":[64],"of":[65,81,90],"proposed":[66],"analyzed":[70],"related":[71],"their":[73],"performance":[74],"efficiency":[75,106],"response":[77,104],"under":[78],"variation":[80],"irradiation":[83],"cell":[85],"temperature.":[86],"obtained":[88],"results":[89,97],"both":[91],"compared":[94],"experimental":[96],"show":[99],"that":[100],"ANFIS":[101],"has":[102,116],"more":[103],"than":[107],"ANN":[108],"tracking.":[113],"investigation":[115],"been":[117],"done":[118],"using":[120],"MATLAB/Simulink":[121],"Environment.":[122]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
