{"id":"https://openalex.org/W2972476019","doi":"https://doi.org/10.1109/tii.2019.2940098","title":"A Hybrid Randomized Learning System for Temporal-Adaptive Voltage Stability Assessment of Power Systems","display_name":"A Hybrid Randomized Learning System for Temporal-Adaptive Voltage Stability Assessment of Power Systems","publication_year":2019,"publication_date":"2019-09-10","ids":{"openalex":"https://openalex.org/W2972476019","doi":"https://doi.org/10.1109/tii.2019.2940098","mag":"2972476019"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2019.2940098","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2940098","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1959.4/unsworks_74902","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068527047","display_name":"Chao Ren","orcid":"https://orcid.org/0000-0001-9096-8792"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chao Ren","raw_affiliation_strings":["Interdisciplinary Graduate School, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9096-8792","affiliations":[{"raw_affiliation_string":"Interdisciplinary Graduate School, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013947981","display_name":"Yan Xu","orcid":"https://orcid.org/0000-0002-0503-183X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yan Xu","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-0503-183X","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424310","display_name":"Yuchen Zhang","orcid":"https://orcid.org/0000-0002-1211-2427"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yuchen Zhang","raw_affiliation_strings":["School of Electrical Engineering and Telecommunication, University of New South Wales, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1211-2427","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Telecommunication, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100422141","display_name":"Rui Zhang","orcid":"https://orcid.org/0000-0003-1516-9653"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rui Zhang","raw_affiliation_strings":["School of Electrical Engineering and Telecommunication, University of New South Wales, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1516-9653","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Telecommunication, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2019,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.92655671,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"6","first_page":"3672","last_page":"3684"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9998000264167786,"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/T10305","display_name":"Power System Optimization and Stability","score":0.9998000264167786,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9991999864578247,"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/T11052","display_name":"Energy Load and Power Forecasting","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/computer-science","display_name":"Computer science","score":0.7236267328262329},{"id":"https://openalex.org/keywords/phasor","display_name":"Phasor","score":0.6821160912513733},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6284652948379517},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5932717323303223},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.5383139252662659},{"id":"https://openalex.org/keywords/units-of-measurement","display_name":"Units of measurement","score":0.46661487221717834},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4647694230079651},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.45537030696868896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44681480526924133},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3860844373703003},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3459763526916504},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.14682897925376892}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7236267328262329},{"id":"https://openalex.org/C176605952","wikidata":"https://www.wikidata.org/wiki/Q827674","display_name":"Phasor","level":4,"score":0.6821160912513733},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6284652948379517},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5932717323303223},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.5383139252662659},{"id":"https://openalex.org/C151233233","wikidata":"https://www.wikidata.org/wiki/Q47574","display_name":"Units of measurement","level":2,"score":0.46661487221717834},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4647694230079651},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.45537030696868896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44681480526924133},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3860844373703003},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3459763526916504},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.14682897925376892},{"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/tii.2019.2940098","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2940098","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_74902","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_74902","pdf_url":null,"source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Industrial Informatics, 16, 6, 3672-3684","raw_type":"http://purl.org/coar/resource_type/c_6501"}],"best_oa_location":{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_74902","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_74902","pdf_url":null,"source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Industrial Informatics, 16, 6, 3672-3684","raw_type":"http://purl.org/coar/resource_type/c_6501"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6200000047683716}],"awards":[{"id":"https://openalex.org/G2457709390","display_name":null,"funder_award_id":"#51807009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5059027481","display_name":null,"funder_award_id":"NRF2018 -SR2001-018","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1578978182","https://openalex.org/W1966534617","https://openalex.org/W1970978817","https://openalex.org/W1986065891","https://openalex.org/W1997444386","https://openalex.org/W2004386709","https://openalex.org/W2053710669","https://openalex.org/W2083785006","https://openalex.org/W2100128988","https://openalex.org/W2111072639","https://openalex.org/W2118312569","https://openalex.org/W2120562011","https://openalex.org/W2126105956","https://openalex.org/W2134603844","https://openalex.org/W2136279340","https://openalex.org/W2151710086","https://openalex.org/W2155910151","https://openalex.org/W2173341126","https://openalex.org/W2244486986","https://openalex.org/W2418469734","https://openalex.org/W2514981216","https://openalex.org/W2540406226","https://openalex.org/W2541710046","https://openalex.org/W2578178509","https://openalex.org/W2591981030","https://openalex.org/W2607845345","https://openalex.org/W2786029744","https://openalex.org/W2799757370","https://openalex.org/W6679935922","https://openalex.org/W6729385884"],"related_works":["https://openalex.org/W2182509182","https://openalex.org/W2125787228","https://openalex.org/W2138143921","https://openalex.org/W2102647849","https://openalex.org/W2102650188","https://openalex.org/W2547260311","https://openalex.org/W2166008706","https://openalex.org/W2162956301","https://openalex.org/W2054057392","https://openalex.org/W2995968316"],"abstract_inverted_index":{"With":[0],"the":[1,46,83,138,148],"deployment":[2],"of":[3],"phasor":[4],"measurement":[5],"units":[6],"(PMUs),":[7],"machine":[8,73],"learning":[9,44,52,66,74,116],"based":[10,141],"data-driven":[11],"methods":[12,40],"have":[13],"been":[14],"applied":[15],"to":[16,68,92],"online":[17],"power":[18],"system":[19,29,105,109],"stability":[20,35,157],"assessment.":[21,37],"This":[22],"article":[23],"proposes":[24],"a":[25,42,70,78,114],"novel":[26],"temporal-adaptive":[27,90],"intelligent":[28],"(IS)":[30],"for":[31,161],"post-fault":[32],"short-term":[33],"voltage":[34],"(STVS)":[36],"Unlike":[38],"existing":[39],"using":[41],"single":[43,115,139],"algorithm,":[45],"proposed":[47,149],"IS":[48],"incorporates":[49],"multiple":[50],"randomized":[51],"algorithms":[53],"in":[54,87],"an":[55,88],"ensemble":[56],"form,":[57],"including":[58],"random":[59],"vector":[60],"functional":[61],"link":[62],"networks":[63],"and":[64,96,106,118,122,154,166],"extreme":[65],"machine,":[67],"obtain":[69],"more":[71,155],"diversified":[72],"outcome.":[75],"Moreover,":[76],"under":[77],"multi-objective":[79],"optimization":[80],"programming":[81],"framework,":[82],"STVS":[84,94],"is":[85,134],"assessed":[86],"optimized":[89],"way":[91],"balance":[93],"accuracy":[95,121],"speed.":[97],"The":[98],"simulation":[99],"results":[100],"on":[101],"New":[102],"England":[103],"39-bus":[104],"Nordic":[107],"test":[108],"verify":[110],"its":[111,119,130],"superiority":[112],"over":[113],"algorithm":[117,140],"excellent":[120],"speed":[123,133],"without":[124],"increased":[125],"computational":[126],"efficiency.":[127],"In":[128],"particular,":[129],"real-time":[131],"assessment":[132,146],"27.5-37.3%":[135],"faster":[136,145],"than":[137],"methods.":[142],"Given":[143],"such":[144],"speed,":[147],"method":[150],"can":[151],"enable":[152],"earlier":[153],"timely":[156],"control":[158],"(load":[159],"shedding)":[160],"less":[162],"load":[163],"shedding":[164],"amount":[165],"stronger":[167],"effectiveness.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
