{"id":"https://openalex.org/W2762721868","doi":"https://doi.org/10.1109/isgt.2017.8086076","title":"Short-term state forecasting-based optimal voltage regulation in distribution systems","display_name":"Short-term state forecasting-based optimal voltage regulation in distribution systems","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2762721868","doi":"https://doi.org/10.1109/isgt.2017.8086076","mag":"2762721868"},"language":"en","primary_location":{"id":"doi:10.1109/isgt.2017.8086076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt.2017.8086076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Power &amp; Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1358145","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101772425","display_name":"Rui Yang","orcid":"https://orcid.org/0000-0003-4374-4651"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rui Yang","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO 80401 USA","National Renewable Energy Laboratory, Golden, CO, USA"],"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO 80401 USA","institution_ids":["https://openalex.org/I1297288678"]},{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015746960","display_name":"Huaiguang Jiang","orcid":"https://orcid.org/0000-0002-0634-3085"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huaiguang Jiang","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO 80401 USA","National Renewable Energy Laboratory, Golden, CO, USA"],"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO 80401 USA","institution_ids":["https://openalex.org/I1297288678"]},{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052718895","display_name":"Yingchen Zhang","orcid":"https://orcid.org/0000-0002-5559-0971"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Laboratory of the Rockies","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingchen Zhang","raw_affiliation_strings":["National Renewable Energy Laboratory, Golden, CO 80401 USA","National Renewable Energy Laboratory, Golden, CO, USA"],"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO 80401 USA","institution_ids":["https://openalex.org/I1297288678"]},{"raw_affiliation_string":"National Renewable Energy Laboratory, Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101772425"],"corresponding_institution_ids":["https://openalex.org/I1297288678"],"apc_list":null,"apc_paid":null,"fwci":0.874,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.76519795,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9994000196456909,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9990000128746033,"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/voltage","display_name":"Voltage","score":0.7321782112121582},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.5813878178596497},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5796207189559937},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5721177458763123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5658840537071228},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5605468153953552},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.533099353313446},{"id":"https://openalex.org/keywords/voltage-regulation","display_name":"Voltage regulation","score":0.43903273344039917},{"id":"https://openalex.org/keywords/power-flow","display_name":"Power flow","score":0.432253897190094},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41614076495170593},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32891181111335754},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3250129818916321},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19801238179206848},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.17905300855636597},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15405282378196716},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14377343654632568},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.14113152027130127},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07497209310531616}],"concepts":[{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.7321782112121582},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.5813878178596497},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5796207189559937},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5721177458763123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5658840537071228},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5605468153953552},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.533099353313446},{"id":"https://openalex.org/C196226539","wikidata":"https://www.wikidata.org/wiki/Q7940752","display_name":"Voltage regulation","level":3,"score":0.43903273344039917},{"id":"https://openalex.org/C2986056383","wikidata":"https://www.wikidata.org/wiki/Q556030","display_name":"Power flow","level":4,"score":0.432253897190094},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41614076495170593},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32891181111335754},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3250129818916321},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19801238179206848},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.17905300855636597},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15405282378196716},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14377343654632568},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.14113152027130127},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07497209310531616},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isgt.2017.8086076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt.2017.8086076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Power &amp; Energy Society Innovative Smart Grid Technologies Conference (ISGT)","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1358145","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1358145","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:osti.gov:1358145","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1358145","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.47999998927116394,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1586335931","https://openalex.org/W1596717185","https://openalex.org/W1968378534","https://openalex.org/W1986604238","https://openalex.org/W1995874947","https://openalex.org/W2011393317","https://openalex.org/W2037370667","https://openalex.org/W2066481368","https://openalex.org/W2072102543","https://openalex.org/W2134603844","https://openalex.org/W2147755528","https://openalex.org/W2158119364","https://openalex.org/W2167982865","https://openalex.org/W2170487914","https://openalex.org/W2221771496","https://openalex.org/W2244087156","https://openalex.org/W2355825618","https://openalex.org/W2529758929","https://openalex.org/W2552178553","https://openalex.org/W2552991604","https://openalex.org/W2555705378","https://openalex.org/W3104243370"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W2804652951","https://openalex.org/W2968645206","https://openalex.org/W2556335056","https://openalex.org/W2002678693","https://openalex.org/W2743832667","https://openalex.org/W2776120994"],"abstract_inverted_index":{"A":[0],"novel":[1],"short-term":[2],"state":[3,26],"forecasting-based":[4],"optimal":[5],"power":[6],"flow":[7],"(OPF)":[8],"approach":[9,110],"for":[10],"distribution":[11,117],"system":[12,33,47,91,118],"voltage":[13,61,74,100,106],"regulation":[14],"is":[15,28,56],"proposed":[16,83,109,130],"in":[17,39,76,89,114],"this":[18],"paper.":[19],"An":[20],"extreme":[21],"learning":[22],"machine":[23],"(ELM)":[24],"based":[25],"forecaster":[27],"developed":[29],"to":[30,58,71,95,124],"accurately":[31],"predict":[32],"states":[34],"(voltage":[35],"magnitudes":[36],"and":[37,102,119],"angles)":[38],"the":[40,45,60,77,82,86,90,97,104,126,129],"near":[41,78],"future.":[42,79],"Based":[43],"on":[44,66],"forecast":[46,70],"states,":[48],"a":[49,115],"dynamically":[50],"weighted":[51],"three-phase":[52],"AC":[53],"OPF":[54,84],"problem":[55],"formulated":[57],"minimize":[59],"violations":[62,75,101],"with":[63],"higher":[64,73],"penalization":[65],"buses":[67],"which":[68],"are":[69,92,122],"have":[72],"By":[80],"solving":[81],"problem,":[85],"controllable":[87],"resources":[88],"optimally":[93],"coordinated":[94],"alleviate":[96],"potential":[98],"severe":[99],"improve":[103],"overall":[105],"profile.":[107],"The":[108],"has":[111],"been":[112],"tested":[113],"12-bus":[116],"simulation":[120],"results":[121],"presented":[123],"demonstrate":[125],"performance":[127],"of":[128],"approach.":[131]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
