{"id":"https://openalex.org/W4391342513","doi":"https://doi.org/10.1109/isgteurope56780.2023.10407556","title":"A Supervised Learning-Based Min/Max Voltage Estimation Model for All Nodes in Low-Voltage Networks","display_name":"A Supervised Learning-Based Min/Max Voltage Estimation Model for All Nodes in Low-Voltage Networks","publication_year":2023,"publication_date":"2023-10-23","ids":{"openalex":"https://openalex.org/W4391342513","doi":"https://doi.org/10.1109/isgteurope56780.2023.10407556"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope56780.2023.10407556","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isgteurope56780.2023.10407556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)","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/A5042079133","display_name":"Woan-Ho Park","orcid":null},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Woan-Ho Park","raw_affiliation_strings":["Graduate School of Energy Convergence Gwangju Institute of Science and Technology,Gwangju,Republic of Korea","Graduate School of Energy Convergence Gwangju Institute of Science and Technology, Gwangju, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Energy Convergence Gwangju Institute of Science and Technology,Gwangju,Republic of Korea","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"Graduate School of Energy Convergence Gwangju Institute of Science and Technology, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013201200","display_name":"Jin Sol Hwang","orcid":"https://orcid.org/0000-0002-3331-0537"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin Sol Hwang","raw_affiliation_strings":["Graduate School of Energy Convergence Gwangju Institute of Science and Technology,Gwangju,Republic of Korea","Graduate School of Energy Convergence Gwangju Institute of Science and Technology, Gwangju, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Energy Convergence Gwangju Institute of Science and Technology,Gwangju,Republic of Korea","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"Graduate School of Energy Convergence Gwangju Institute of Science and Technology, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113107718","display_name":"Joonbyeok Hwang","orcid":null},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joonbyeok Hwang","raw_affiliation_strings":["Graduate School of Energy Convergence Gwangju Institute of Science and Technology,Gwangju,Republic of Korea","Graduate School of Energy Convergence Gwangju Institute of Science and Technology, Gwangju, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Energy Convergence Gwangju Institute of Science and Technology,Gwangju,Republic of Korea","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"Graduate School of Energy Convergence Gwangju Institute of Science and Technology, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077838577","display_name":"Yohan Park","orcid":"https://orcid.org/0000-0001-6844-2241"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yohan Park","raw_affiliation_strings":["Graduate School of Energy Convergence Gwangju Institute of Science and Technology,Gwangju,Republic of Korea","Graduate School of Energy Convergence Gwangju Institute of Science and Technology, Gwangju, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Energy Convergence Gwangju Institute of Science and Technology,Gwangju,Republic of Korea","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"Graduate School of Energy Convergence Gwangju Institute of Science and Technology, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072207373","display_name":"Won Nam-Koong","orcid":null},"institutions":[{"id":"https://openalex.org/I198972184","display_name":"Korea Electric Power Corporation (South Korea)","ror":"https://ror.org/04fperw70","country_code":"KR","type":"company","lineage":["https://openalex.org/I198972184"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Won Namkoong","raw_affiliation_strings":["Korea Electric Power Corporation Research Institute Korea Electric Power Corporation,Daejeon,Republic of Korea","Korea Electric Power Corporation Research Institute Korea Electric Power Corporation, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea Electric Power Corporation Research Institute Korea Electric Power Corporation,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I198972184"]},{"raw_affiliation_string":"Korea Electric Power Corporation Research Institute Korea Electric Power Corporation, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I198972184"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075681374","display_name":"Yun-Su Kim","orcid":"https://orcid.org/0000-0002-6803-929X"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yun-Su Kim","raw_affiliation_strings":["Graduate School of Energy Convergence Gwangju Institute of Science and Technology,Gwangju,Republic of Korea","Graduate School of Energy Convergence Gwangju Institute of Science and Technology, Gwangju, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Energy Convergence Gwangju Institute of Science and Technology,Gwangju,Republic of Korea","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"Graduate School of Energy Convergence Gwangju Institute of Science and Technology, Gwangju, Republic of Korea","institution_ids":["https://openalex.org/I39534123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042079133"],"corresponding_institution_ids":["https://openalex.org/I39534123"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20267275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.940500020980835,"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/T12676","display_name":"Machine Learning and ELM","score":0.940500020980835,"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/computer-science","display_name":"Computer science","score":0.622008740901947},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.6031134724617004},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3706005811691284},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18778270483016968},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1873975694179535}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.622008740901947},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.6031134724617004},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3706005811691284},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18778270483016968},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1873975694179535}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgteurope56780.2023.10407556","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isgteurope56780.2023.10407556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)","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":0.4000000059604645}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326258","display_name":"Korea Electric Power Corporation","ror":"https://ror.org/04fperw70"},{"id":"https://openalex.org/F4320335199","display_name":"Korea Institute of Energy Technology Evaluation and Planning","ror":"https://ror.org/02zq38y32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1998572623","https://openalex.org/W2061142262","https://openalex.org/W2094622228","https://openalex.org/W2100582804","https://openalex.org/W2106007600","https://openalex.org/W2161877694","https://openalex.org/W2168256725","https://openalex.org/W2208966117","https://openalex.org/W2599150163","https://openalex.org/W2605098336","https://openalex.org/W2622886248","https://openalex.org/W3141571067","https://openalex.org/W3193443200","https://openalex.org/W4300869913","https://openalex.org/W6844774008"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Voltage":[0],"regulation":[1],"is":[2,71,93],"performed":[3],"primarily":[4],"to":[5,50,73],"control":[6],"low-voltage":[7,27,57],"networks,":[8],"which":[9],"can":[10,115],"be":[11],"challenging":[12],"for":[13,26],"large":[14],"networks.":[15],"This":[16],"study":[17],"presents":[18],"the":[19,52,100,112,118],"development":[20],"of":[21,55,84,99],"a":[22,37,56,64],"voltage":[23,53,77,89,122],"estimation":[24,78,91],"technique":[25,70],"networks":[28,98],"based":[29,95],"on":[30,96],"supervised":[31],"learning.":[32],"The":[33,88,107],"proposed":[34,113],"technology":[35],"utilizes":[36],"feeder":[38],"remote":[39],"terminal":[40],"unit":[41],"(FRTU)":[42],"and":[43,86,120,128],"advanced":[44],"metering":[45,62],"infrastructure":[46],"(AMI)":[47],"measurement":[48],"data":[49,81],"estimate":[51,117],"range":[54,90,123],"system":[58],"by":[59],"deploying":[60],"smart":[61],"in":[63,124,129],"distribution":[65],"network":[66,105],"A":[67],"multi-layer":[68],"perceptron":[69],"implemented":[72],"perform":[74],"near":[75,125],"real-time":[76,126],"using":[79],"measured":[80],"from":[82],"part":[83],"FRTU":[85],"AMI.":[87],"model":[92,114],"simulated":[94],"radial":[97],"Korea":[101],"Electric":[102],"Power":[103],"Corporation":[104],"system.":[106],"test":[108],"results":[109],"indicate":[110],"that":[111],"accurately":[116],"maximum":[119],"minimum":[121],"tests":[127],"photovoltaic":[130],"integration":[131],"scenarios":[132],"with":[133],"low":[134],"error":[135],"rates":[136],"across":[137],"various":[138],"cases.":[139]},"counts_by_year":[],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
