{"id":"https://openalex.org/W3036272003","doi":"https://doi.org/10.1109/scc47175.2019.9116178","title":"Performance improvement of a photovoltaic system with a radial basis function network based on particle swarms optimization","display_name":"Performance improvement of a photovoltaic system with a radial basis function network based on particle swarms optimization","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3036272003","doi":"https://doi.org/10.1109/scc47175.2019.9116178","mag":"3036272003"},"language":"en","primary_location":{"id":"doi:10.1109/scc47175.2019.9116178","doi":"https://doi.org/10.1109/scc47175.2019.9116178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scc47175.2019.9116178","pdf_url":null,"source":{"id":"https://openalex.org/S7407089241","display_name":"IEEE International Conference on Signal, Control and Communication (SCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Signal, Control and Communication (SCC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5024115881","display_name":"Hichem Hamdi","orcid":"https://orcid.org/0000-0003-1867-1497","observed_orcids":["https://orcid.org/0000-0003-1867-1497"]},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]},{"id":"https://openalex.org/I4405254846","display_name":"ENSIT","ror":"https://ror.org/02a6s9190","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496","https://openalex.org/I4405254846"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hamdi Hichem","raw_affiliation_strings":["Higher National Engineering School Of Tunis (ENSIT) Engineering Laboratory of Industrial Systems and Renewable Energies (LISIER), University of Tunis, Tunis, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher National Engineering School Of Tunis (ENSIT) Engineering Laboratory of Industrial Systems and Renewable Energies (LISIER), University of Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I4210131288","https://openalex.org/I4405254846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044486895","display_name":"Chiheb Ben Regaya","orcid":"https://orcid.org/0000-0003-3156-2201","observed_orcids":["https://orcid.org/0000-0003-3156-2201"]},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]},{"id":"https://openalex.org/I4405254846","display_name":"ENSIT","ror":"https://ror.org/02a6s9190","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496","https://openalex.org/I4405254846"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ben Regaya Chiheb","raw_affiliation_strings":["Higher National Engineering School Of Tunis (ENSIT) Engineering Laboratory of Industrial Systems and Renewable Energies (LISIER), University of Tunis, Tunis, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher National Engineering School Of Tunis (ENSIT) Engineering Laboratory of Industrial Systems and Renewable Energies (LISIER), University of Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I4210131288","https://openalex.org/I4405254846"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088640581","display_name":"Abderrahmen Zaafouri","orcid":"https://orcid.org/0000-0002-6199-7663","observed_orcids":["https://orcid.org/0000-0002-6199-7663","https://orcid.org/0000-0002-6525-8075"]},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]},{"id":"https://openalex.org/I4405254846","display_name":"ENSIT","ror":"https://ror.org/02a6s9190","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496","https://openalex.org/I4405254846"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Zaafouri Abderrahmen","raw_affiliation_strings":["Higher National Engineering School Of Tunis (ENSIT) Engineering Laboratory of Industrial Systems and Renewable Energies (LISIER), University of Tunis, Tunis, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher National Engineering School Of Tunis (ENSIT) Engineering Laboratory of Industrial Systems and Renewable Energies (LISIER), University of Tunis, Tunis, Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I4210131288","https://openalex.org/I4405254846"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3252,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.56742345,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":"2","issue":null,"first_page":"156","last_page":"162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8628000020980835,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8628000020980835,"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/T10320","display_name":"Neural Networks and Applications","score":0.0674000009894371,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.033799998462200165,"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/photovoltaic-systems","display_name":"photovoltaic systems","score":0.796999990940094},{"id":"https://openalex.org/keywords/radial-basis-function-neural-network","display_name":"radial basis function neural network","score":0.925000011920929},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":1.0},{"id":"https://openalex.org/keywords/inertia-weight-adaptation","display_name":"inertia weight adaptation","score":0.6589999794960022},{"id":"https://openalex.org/keywords/neural-network-parameter-optimization","display_name":"neural network parameter optimization","score":0.8769999742507935},{"id":"https://openalex.org/keywords/convergence-rate","display_name":"convergence rate","score":0.6240000128746033},{"id":"https://openalex.org/keywords/model-generalization","display_name":"model generalization","score":0.8730000257492065}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.859205961227417},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7328101396560669},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.6850172281265259},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.648717999458313},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.627274751663208},{"id":"https://openalex.org/C110407247","wikidata":"https://www.wikidata.org/wiki/Q122508","display_name":"Inertia","level":2,"score":0.5863361954689026},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.49000516533851624},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4087364971637726},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39635130763053894},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3429238796234131},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2896667718887329},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18681025505065918},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scc47175.2019.9116178","doi":"https://doi.org/10.1109/scc47175.2019.9116178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scc47175.2019.9116178","pdf_url":null,"source":{"id":"https://openalex.org/S7407089241","display_name":"IEEE International Conference on Signal, Control and Communication (SCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Signal, Control and Communication (SCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W570861193","https://openalex.org/W2019282798","https://openalex.org/W2055978630","https://openalex.org/W2063284749","https://openalex.org/W2067252442","https://openalex.org/W2102013737","https://openalex.org/W2102814193","https://openalex.org/W2127963707","https://openalex.org/W2133241716","https://openalex.org/W2155546972","https://openalex.org/W2187642049","https://openalex.org/W2246208070","https://openalex.org/W2266544353","https://openalex.org/W2620913392","https://openalex.org/W2741457819","https://openalex.org/W2921729808","https://openalex.org/W4214872888"],"related_works":["https://openalex.org/W1582976312","https://openalex.org/W2383546308","https://openalex.org/W2068540816","https://openalex.org/W2131201282","https://openalex.org/W2184095319","https://openalex.org/W4360996163","https://openalex.org/W2141683495","https://openalex.org/W2110804046","https://openalex.org/W2127174010","https://openalex.org/W2388579307"],"abstract_inverted_index":{"This":[0],"paper":[1],"develops":[2],"a":[3,28,50],"RBF":[4,65,93,102],"neural":[5,66,94,103],"network":[6,104],"based":[7],"on":[8],"particle":[9,33],"swarm":[10,34],"optimization":[11],"(PSO)":[12],"algorithm.":[13],"The":[14,76,96],"PSO":[15,56],"algorithm":[16,57],"is":[17],"used":[18],"to":[19,36,119],"optimize":[20],"the":[21,24,39,45,55,62,81,100],"parameters":[22],"of":[23,32,64,80,109],"RBFNN":[25],"by":[26,86],"introducing":[27],"new":[29,46,51],"adaptive":[30],"strategy":[31],"optimizer":[35],"dynamically":[37],"adjust":[38],"inertia":[40],"weight":[41],"factor":[42],"\u03c9":[43],"and":[44,73,78,90,116],"velocity":[47],"vid(t+1)":[48],"with":[49,92],"\u03bc":[52],"coefficient.":[53],"Therefore,":[54],"has":[58,105],"not":[59,117],"only":[60],"simplified":[61],"structure":[63],"network,":[67],"but":[68],"also":[69],"enhanced":[70],"training":[71],"speed":[72],"mapping":[74],"accurate.":[75],"performance":[77],"effectiveness":[79],"proposed":[82],"method":[83],"are":[84],"evaluated":[85],"using":[87],"function":[88],"simulation":[89],"compared":[91],"network.":[95],"results":[97],"show":[98],"that":[99],"optimized":[101],"significant":[106],"advantages":[107],"inspect":[108],"fast":[110],"convergence":[111],"speed,":[112],"good":[113],"generalization":[114],"ability":[115],"easy":[118],"yield":[120],"minimal":[121],"local":[122],"results.":[123]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-06-25T00:00:00"}