{"id":"https://openalex.org/W3104461632","doi":"https://doi.org/10.1109/access.2020.3037134","title":"Voltage Regulation for Photovoltaics-Battery-Fuel Systems Using Adaptive Group Method of Data Handling Neural Networks (GMDH-NN)","display_name":"Voltage Regulation for Photovoltaics-Battery-Fuel Systems Using Adaptive Group Method of Data Handling Neural Networks (GMDH-NN)","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3104461632","doi":"https://doi.org/10.1109/access.2020.3037134","mag":"3104461632"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3037134","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3037134","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09253540.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09253540.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Shahab S. Band","orcid":"https://orcid.org/0000-0002-8963-731X"},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shahab S. Band","raw_affiliation_strings":["Future Technology Research Center, College of Future, National Yunlin University of Science and Technology, Yunlin, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-8963-731X","affiliations":[{"raw_affiliation_string":"Future Technology Research Center, College of Future, National Yunlin University of Science and Technology, Yunlin, Taiwan","institution_ids":["https://openalex.org/I75357094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089657515","display_name":"Ardashir Mohammadzadeh","orcid":"https://orcid.org/0000-0001-5173-4563"},"institutions":[{"id":"https://openalex.org/I1300409581","display_name":"University of Bonab","ror":"https://ror.org/01app8660","country_code":"IR","type":"education","lineage":["https://openalex.org/I1300409581"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ardashir Mohammadzadeh","raw_affiliation_strings":["Department of Electrical Engineering, Faculty of Engineering, University of Bonab, Bonab, Iran"],"raw_orcid":"https://orcid.org/0000-0001-5173-4563","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, University of Bonab, Bonab, Iran","institution_ids":["https://openalex.org/I1300409581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039388858","display_name":"P\u00e9ter Csiba","orcid":"https://orcid.org/0000-0002-3293-9149"},"institutions":[{"id":"https://openalex.org/I216306336","display_name":"J. Selye University","ror":"https://ror.org/00zevd106","country_code":"SK","type":"education","lineage":["https://openalex.org/I216306336"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Peter Csiba","raw_affiliation_strings":["Department of Informatics, J. Selye University, Komarno, Slovakia"],"raw_orcid":"https://orcid.org/0000-0002-3293-9149","affiliations":[{"raw_affiliation_string":"Department of Informatics, J. Selye University, Komarno, Slovakia","institution_ids":["https://openalex.org/I216306336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108846935","display_name":"Amirhosein Mosavi","orcid":null},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Amirhosein Mosavi","raw_affiliation_strings":["Environmental Quality, Atmospheric Science and Climate Change Research Group, Ton Duc Thang University, Ho Chi Minh City, Vietnam","Faculty of Environment and Labour Safety, Ton Duc Thang University, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0000-0003-4842-0613","affiliations":[{"raw_affiliation_string":"Environmental Quality, Atmospheric Science and Climate Change Research Group, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]},{"raw_affiliation_string":"Faculty of Environment and Labour Safety, Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053864965","display_name":"Annam\u00e1ria R. V\u00e1rkonyi-K\u00f3czy","orcid":"https://orcid.org/0000-0002-6932-8608"},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]},{"id":"https://openalex.org/I216306336","display_name":"J. Selye University","ror":"https://ror.org/00zevd106","country_code":"SK","type":"education","lineage":["https://openalex.org/I216306336"]}],"countries":["HU","SK"],"is_corresponding":false,"raw_author_name":"Annamaria R. Varkonyi-Koczy","raw_affiliation_strings":["Department of Informatics, J. Selye University, Komarno, Slovakia","Kalman Kando Faculty of Electrical Engineering, Obuda University, Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-6932-8608","affiliations":[{"raw_affiliation_string":"Department of Informatics, J. Selye University, Komarno, Slovakia","institution_ids":["https://openalex.org/I216306336"]},{"raw_affiliation_string":"Kalman Kando Faculty of Electrical Engineering, Obuda University, Budapest, Hungary","institution_ids":["https://openalex.org/I103356709"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.5319,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.89652145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"213748","last_page":"213757"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14351","display_name":"Statistical and Computational Modeling","score":0.9869999885559082,"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/T11236","display_name":"Control Systems and Identification","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/group-method-of-data-handling","display_name":"Group method of data handling","score":0.6936132311820984},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6819034814834595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6474767327308655},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6473420262336731},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.6200448274612427},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5811080932617188},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5003800392150879},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.44754093885421753},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.44596803188323975},{"id":"https://openalex.org/keywords/photovoltaics","display_name":"Photovoltaics","score":0.4406737685203552},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4381174147129059},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.32243746519088745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29713863134384155},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.26086801290512085},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2276991605758667},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2183254361152649},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08721008896827698}],"concepts":[{"id":"https://openalex.org/C13926793","wikidata":"https://www.wikidata.org/wiki/Q3507155","display_name":"Group method of data handling","level":2,"score":0.6936132311820984},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6819034814834595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6474767327308655},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6473420262336731},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.6200448274612427},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5811080932617188},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5003800392150879},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.44754093885421753},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.44596803188323975},{"id":"https://openalex.org/C542589376","wikidata":"https://www.wikidata.org/wiki/Q192127","display_name":"Photovoltaics","level":3,"score":0.4406737685203552},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4381174147129059},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.32243746519088745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29713863134384155},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.26086801290512085},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2276991605758667},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2183254361152649},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08721008896827698},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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":2,"locations":[{"id":"doi:10.1109/access.2020.3037134","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3037134","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09253540.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:728bb5fe181e48e58ee29a81068b5ec0","is_oa":true,"landing_page_url":"https://doaj.org/article/728bb5fe181e48e58ee29a81068b5ec0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 213748-213757 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3037134","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3037134","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09253540.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8299999833106995,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1782027177","display_name":null,"funder_award_id":"EFOP-3.6.2-16-2017-00016","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3565745597","display_name":null,"funder_award_id":"EFOP-3.6.2-16-2017-00016","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G4693063966","display_name":null,"funder_award_id":"EFOP-3","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G7184460419","display_name":null,"funder_award_id":"NFP313010T504","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320308269","display_name":"Alexander von Humboldt-Stiftung","ror":"https://ror.org/012kf4317"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3104461632.pdf","grobid_xml":"https://content.openalex.org/works/W3104461632.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W12697558","https://openalex.org/W1574514837","https://openalex.org/W1973989855","https://openalex.org/W1987439844","https://openalex.org/W2004752005","https://openalex.org/W2048227383","https://openalex.org/W2111034649","https://openalex.org/W2302819922","https://openalex.org/W2313238768","https://openalex.org/W2523316526","https://openalex.org/W2599024541","https://openalex.org/W2616778969","https://openalex.org/W2626395746","https://openalex.org/W2757502687","https://openalex.org/W2763271516","https://openalex.org/W2786998717","https://openalex.org/W2799950802","https://openalex.org/W2862891626","https://openalex.org/W2889559101","https://openalex.org/W2891514688","https://openalex.org/W2901593776","https://openalex.org/W2906258387","https://openalex.org/W2962127938","https://openalex.org/W2967737463","https://openalex.org/W2969696253","https://openalex.org/W2974610745","https://openalex.org/W2995301047","https://openalex.org/W3012658475","https://openalex.org/W3030406608","https://openalex.org/W3034317474","https://openalex.org/W3083129545"],"related_works":["https://openalex.org/W2740431185","https://openalex.org/W2111287004","https://openalex.org/W394760994","https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W2034374297","https://openalex.org/W4236555859","https://openalex.org/W423694295","https://openalex.org/W4285018765","https://openalex.org/W4310584159"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"a":[3],"new":[4],"control":[5,85],"system":[6],"on":[7],"basis":[8],"of":[9,32,89],"group":[10],"method":[11,92],"for":[12,20],"data":[13],"handling":[14],"neural":[15],"networks":[16],"(GMDH-NNs)":[17],"is":[18,44,93],"designed":[19],"voltage":[21],"and":[22,68,70,80,100],"power":[23],"regulation":[24],"in":[25,73,97],"the":[26,54,90],"photovoltaic":[27],"(PV)/Fuel/Battery":[28],"systems.":[29],"The":[30,41,57,87],"dynamics":[31],"all":[33],"subsystems":[34],"are":[35,51,76,81],"considered":[36],"to":[37],"be":[38],"fully":[39],"uncertain.":[40],"suggested":[42,84,91],"GMDH-NN":[43],"learned":[45],"using":[46],"online":[47],"tuning":[48],"rules":[49],"that":[50],"concluded":[52],"through":[53],"robustness":[55],"investigation.":[56],"challenging":[58],"operation":[59],"conditions":[60],"such":[61],"as":[62],"variable":[63],"unknown":[64,66],"dynamics,":[65],"temperature":[67],"irradiation":[69],"suddenly":[71],"changes":[72],"output":[74],"load":[75],"taken":[77],"into":[78],"account":[79],"handled":[82],"by":[83,95],"system.":[86],"superiority":[88],"shown":[94],"simulation":[96],"several":[98],"scenarios":[99],"comparison":[101],"with":[102],"other":[103],"techniques.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
