{"id":"https://openalex.org/W3021593102","doi":"https://doi.org/10.1109/access.2020.2991534","title":"An Integrated Model-Driven and Data-Driven Method for On-Line Prediction of Transient Stability of Power System With Wind Power Generation","display_name":"An Integrated Model-Driven and Data-Driven Method for On-Line Prediction of Transient Stability of Power System With Wind Power Generation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3021593102","doi":"https://doi.org/10.1109/access.2020.2991534","mag":"3021593102"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2991534","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2991534","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09082849.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/ielx7/6287639/8948470/09082849.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100620235","display_name":"Jun Yi","orcid":"https://orcid.org/0000-0002-6486-3249"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]},{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yi","raw_affiliation_strings":["China Electric Power Research Institute, State Grid Corporation of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute, State Grid Corporation of China, Beijing, China","institution_ids":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101580832","display_name":"Weifang Lin","orcid":"https://orcid.org/0000-0001-7887-6596"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]},{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifang Lin","raw_affiliation_strings":["China Electric Power Research Institute, State Grid Corporation of China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute, State Grid Corporation of China, Beijing, China","institution_ids":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069048192","display_name":"Jianxiong Hu","orcid":"https://orcid.org/0000-0001-6251-8778"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxiong Hu","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077335074","display_name":"Jianfeng Dai","orcid":"https://orcid.org/0000-0002-1263-6191"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Dai","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-1263-6191","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101823589","display_name":"Xia Zhou","orcid":"https://orcid.org/0000-0003-0652-7156"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Zhou","raw_affiliation_strings":["Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0652-7156","affiliations":[{"raw_affiliation_string":"Institute of Advanced Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101621600","display_name":"Yi Tang","orcid":"https://orcid.org/0000-0001-5347-9105"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Tang","raw_affiliation_strings":["School of Electrical Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-5347-9105","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"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":1.4132,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.81242045,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"83472","last_page":"83482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994999766349792,"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":0.9994999766349792,"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/T10305","display_name":"Power System Optimization and Stability","score":0.9983999729156494,"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":0.9975000023841858,"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":0.6980917453765869},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.6568478941917419},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.6424869894981384},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.6052327156066895},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5828641653060913},{"id":"https://openalex.org/keywords/doubly-fed-electric-machine","display_name":"Doubly fed electric machine","score":0.5297157764434814},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.49834203720092773},{"id":"https://openalex.org/keywords/induction-generator","display_name":"Induction generator","score":0.49779272079467773},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.46122509241104126},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4563714563846588},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.4284391403198242},{"id":"https://openalex.org/keywords/ac-power","display_name":"AC power","score":0.42175206542015076},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3326990306377411},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.2754160761833191},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.184671550989151},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1370827555656433},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10620588064193726}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6980917453765869},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.6568478941917419},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.6424869894981384},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.6052327156066895},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5828641653060913},{"id":"https://openalex.org/C200971846","wikidata":"https://www.wikidata.org/wiki/Q1420518","display_name":"Doubly fed electric machine","level":4,"score":0.5297157764434814},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.49834203720092773},{"id":"https://openalex.org/C98716924","wikidata":"https://www.wikidata.org/wiki/Q752750","display_name":"Induction generator","level":3,"score":0.49779272079467773},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.46122509241104126},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4563714563846588},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.4284391403198242},{"id":"https://openalex.org/C108755667","wikidata":"https://www.wikidata.org/wiki/Q1930258","display_name":"AC power","level":3,"score":0.42175206542015076},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3326990306377411},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2754160761833191},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.184671550989151},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1370827555656433},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10620588064193726},{"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},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2991534","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2991534","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09082849.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:3beb465d8fba41459b0dcbb104d4d18e","is_oa":true,"landing_page_url":"https://doaj.org/article/3beb465d8fba41459b0dcbb104d4d18e","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 83472-83482 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2991534","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2991534","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09082849.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":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335967","display_name":"Science and Technology Project of State Grid","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3021593102.pdf","grobid_xml":"https://content.openalex.org/works/W3021593102.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1653025724","https://openalex.org/W1977989176","https://openalex.org/W2006596728","https://openalex.org/W2022877531","https://openalex.org/W2028660193","https://openalex.org/W2150738367","https://openalex.org/W2329216544","https://openalex.org/W2349066742","https://openalex.org/W2417912845","https://openalex.org/W2480179813","https://openalex.org/W2591981030","https://openalex.org/W2594162429","https://openalex.org/W2608671154","https://openalex.org/W2610620641","https://openalex.org/W2764291794","https://openalex.org/W2786380891","https://openalex.org/W2792502941","https://openalex.org/W2803879360","https://openalex.org/W2809660601","https://openalex.org/W2891663410","https://openalex.org/W2891993805","https://openalex.org/W2892991663","https://openalex.org/W2901164642","https://openalex.org/W2913138152","https://openalex.org/W4247972671","https://openalex.org/W4248625022","https://openalex.org/W6701731905"],"related_works":["https://openalex.org/W3115699807","https://openalex.org/W4299603952","https://openalex.org/W2075094391","https://openalex.org/W2710298203","https://openalex.org/W3121275805","https://openalex.org/W4213246261","https://openalex.org/W2886891539","https://openalex.org/W2312609498","https://openalex.org/W2373960390","https://openalex.org/W2169216233"],"abstract_inverted_index":{"The":[0,54,81,125],"increase":[1],"of":[2,56,67,84,137,152],"wind":[3,41],"power":[4,8,33],"permeability":[5],"in":[6,51,60],"modern":[7],"grid":[9],"has":[10],"turned":[11],"rapid":[12],"and":[13,26,46,114,117,146,150],"accurate":[14],"transient":[15],"stability":[16],"(TS)":[17],"prediction":[18,31,99],"into":[19],"a":[20],"more":[21],"challenging":[22],"issue.":[23],"To":[24,96],"accurately":[25],"promptly":[27],"perform":[28],"online":[29,153],"TS":[30],"for":[32],"system":[34,115,120],"with":[35,89],"doubly":[36],"fed":[37],"induction":[38],"generator":[39],"(DFIG)-based":[40],"farms,":[42],"an":[43,101],"integrated":[44],"model-driven":[45],"data-driven":[47,139],"method":[48,106,132,140],"is":[49,58,87,107],"proposed":[50,131],"this":[52],"paper.":[53],"influence":[55],"DFIGs":[57],"considered":[59],"the":[61,65,68,78,85,90,98,111,119,130,135,138,142,148],"transformation":[62],"to":[63,93,109],"guarantee":[64],"accuracy":[66,151],"equivalent":[69],"one":[70],"machine":[71,104],"infinite":[72],"bus":[73],"(OMIB)":[74],"model":[75],"transformed":[76],"from":[77],"target":[79],"system.":[80],"P-\u03b4":[82],"trajectory":[83],"OMIB":[86],"fitted":[88],"generator-terminal":[91],"information":[92,116],"predict":[94],"TS.":[95],"improve":[97,147],"speed,":[100],"extreme":[102],"learning":[103],"(ELM)-based":[105],"utilized":[108],"process":[110],"other":[112],"DFIG":[113],"evaluate":[118],"status":[121],"immediately":[122],"after":[123],"failure.":[124],"simulation":[126],"results":[127],"verify":[128],"that":[129],"can":[133],"reduce":[134],"dependence":[136],"on":[141],"data":[143],"sample":[144],"size":[145],"speed":[149],"prediction.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
