{"id":"https://openalex.org/W2729415524","doi":"https://doi.org/10.1109/icosc.2017.7958640","title":"FLC based Gaussian membership functions tuned by PSO and GA for MPPT of photovoltaic system: A comparative study","display_name":"FLC based Gaussian membership functions tuned by PSO and GA for MPPT of photovoltaic system: A comparative study","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2729415524","doi":"https://doi.org/10.1109/icosc.2017.7958640","mag":"2729415524"},"language":"en","primary_location":{"id":"doi:10.1109/icosc.2017.7958640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icosc.2017.7958640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 6th International Conference on Systems and Control (ICSC)","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/A5028877039","display_name":"Noureddine Bouarroudj","orcid":"https://orcid.org/0000-0001-9362-4864"},"institutions":[{"id":"https://openalex.org/I4210116835","display_name":"Renewable Energy Development Center","ror":"https://ror.org/02eeqxc82","country_code":"DZ","type":"facility","lineage":["https://openalex.org/I4210116835"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Noureddine Bouarroudj","raw_affiliation_strings":["URAER, Centre de D\u00e9veloppement des Energies Renouvelables, Gharda\u00efa, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"URAER, Centre de D\u00e9veloppement des Energies Renouvelables, Gharda\u00efa, Algeria","institution_ids":["https://openalex.org/I4210116835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079795217","display_name":"Djamel Boukhetala","orcid":"https://orcid.org/0000-0003-2112-0709"},"institutions":[{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Djamel Boukhetala","raw_affiliation_strings":["ENP, Laboratoire de Commande des Processus, Alger, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ENP, Laboratoire de Commande des Processus, Alger, Algeria","institution_ids":["https://openalex.org/I2802493600"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045941367","display_name":"Abdelhamid Djari","orcid":"https://orcid.org/0000-0003-2659-5367"},"institutions":[{"id":"https://openalex.org/I98962006","display_name":"University of Skikda","ror":"https://ror.org/02571vj15","country_code":"DZ","type":"education","lineage":["https://openalex.org/I98962006"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelhamid Djari","raw_affiliation_strings":["Departement de p\u00e9trochimie, Universit\u00e9 de 20, Skikda, Alg\u00e9rie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departement de p\u00e9trochimie, Universit\u00e9 de 20, Skikda, Alg\u00e9rie","institution_ids":["https://openalex.org/I98962006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040165635","display_name":"Younes Rais","orcid":null},"institutions":[{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Younes Rais","raw_affiliation_strings":["LDCCP Laboratory, Ecole Nationale Polytchnique, Algiers, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LDCCP Laboratory, Ecole Nationale Polytchnique, Algiers, Algeria","institution_ids":["https://openalex.org/I2802493600"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046098475","display_name":"Boualam Benlahbib","orcid":"https://orcid.org/0000-0001-5533-0697"},"institutions":[{"id":"https://openalex.org/I4210116835","display_name":"Renewable Energy Development Center","ror":"https://ror.org/02eeqxc82","country_code":"DZ","type":"facility","lineage":["https://openalex.org/I4210116835"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Boualem Benlahbib","raw_affiliation_strings":["URAER, Centre de D\u00e9veloppement des Energies Renouvelables, Gharda\u00efa, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"URAER, Centre de D\u00e9veloppement des Energies Renouvelables, Gharda\u00efa, Algeria","institution_ids":["https://openalex.org/I4210116835"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.83,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.71647389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"317","last_page":"322"},"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":0.9958999752998352,"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":0.9876000285148621,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6943811774253845},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6849918961524963},{"id":"https://openalex.org/keywords/maximum-power-point-tracking","display_name":"Maximum power point tracking","score":0.6110159754753113},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.523777186870575},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5157402157783508},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5149553418159485},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.43353596329689026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4180837869644165},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39645466208457947},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35690250992774963},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.323066771030426},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22503504157066345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21364319324493408},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.1400391161441803},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11841276288032532}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6943811774253845},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6849918961524963},{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.6110159754753113},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.523777186870575},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5157402157783508},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5149553418159485},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.43353596329689026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4180837869644165},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39645466208457947},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35690250992774963},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.323066771030426},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22503504157066345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21364319324493408},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.1400391161441803},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11841276288032532},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icosc.2017.7958640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icosc.2017.7958640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 6th International Conference on Systems and Control (ICSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1512958639","https://openalex.org/W1928140716","https://openalex.org/W1965645983","https://openalex.org/W1970875652","https://openalex.org/W1971169973","https://openalex.org/W1980578741","https://openalex.org/W1987253138","https://openalex.org/W1989747454","https://openalex.org/W1998139884","https://openalex.org/W2013562709","https://openalex.org/W2018115539","https://openalex.org/W2023176991","https://openalex.org/W2049425279","https://openalex.org/W2070662920","https://openalex.org/W2078402176","https://openalex.org/W2084520214","https://openalex.org/W2103037962","https://openalex.org/W2103144598","https://openalex.org/W2108215143","https://openalex.org/W2109490242","https://openalex.org/W2182238384","https://openalex.org/W2244244367","https://openalex.org/W2536306074","https://openalex.org/W4298335403","https://openalex.org/W6675672049","https://openalex.org/W6690787850"],"related_works":["https://openalex.org/W2994349843","https://openalex.org/W2380815419","https://openalex.org/W2547970821","https://openalex.org/W3016743385","https://openalex.org/W2509968012","https://openalex.org/W4361801256","https://openalex.org/W2971707946","https://openalex.org/W4304091458","https://openalex.org/W3108573197","https://openalex.org/W2011797296"],"abstract_inverted_index":{"This":[0],"article":[1],"focuses":[2],"on":[3],"two":[4],"principal":[5],"subjects.":[6],"In":[7,34],"the":[8,23,35,39,42,45,50,62,65,89,114,130,135],"first,":[9],"a":[10,30,121],"Mamdani":[11],"Fuzzy":[12],"Logic":[13],"Controller":[14],"(FLC)":[15],"based":[16],"Gaussian":[17],"membership":[18,76],"functions":[19],"is":[20,86],"considered":[21],"for":[22],"maximum":[24],"power":[25],"point":[26],"tracking":[27],"(MPPT)":[28],"of":[29,41,64,70,75,80,113,125],"photovoltaic":[31],"(PV)":[32],"system.":[33],"second,":[36],"to":[37,60],"improve":[38],"performance":[40,140],"system":[43],"in":[44],"feedforward":[46],"loop,":[47],"we":[48],"used":[49],"particle":[51],"swarm":[52],"optimization":[53,79],"algorithm":[54],"(PSO)":[55],"and":[56,73,84,100,111,127,146,149],"Genetic":[57],"Algorithm":[58],"(GA)":[59],"tune":[61],"parameters":[63],"FLC,":[66],"such":[67],"as":[68],"gains":[69],"normalization,":[71],"deviations":[72],"means":[74],"functions.":[77],"The":[78,109],"FLC":[81,143],"by":[82],"PSO":[83],"GA":[85],"done":[87],"under":[88,120],"standard":[90],"climatic":[91,123],"condition":[92,124],"(T":[93],"=":[94,102],"25":[95],"<sup":[96,105],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[97,106],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">o</sup>":[98],"C,":[99],"S":[101],"1000":[103],"W/m":[104],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[107],").":[108],"robustness":[110],"effectiveness":[112],"optimized":[115,136],"FLCs":[116,137],"are":[117],"carried":[118],"out":[119],"variable":[122],"temperature":[126],"irradiance.":[128],"Finally,":[129],"simulation":[131],"results":[132],"show":[133],"that":[134],"give":[138],"better":[139],"compared":[141],"with":[142],"not":[144],"optimized,":[145],"classical":[147],"Perturbation":[148],"Observation":[150],"(P&O)":[151],"algorithm.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
