{"id":"https://openalex.org/W3108007065","doi":"https://doi.org/10.1109/ccece47787.2020.9255746","title":"Rapid Design Method for Generating Power System Stability Databases in SPS for Machine Learning","display_name":"Rapid Design Method for Generating Power System Stability Databases in SPS for Machine Learning","publication_year":2020,"publication_date":"2020-08-30","ids":{"openalex":"https://openalex.org/W3108007065","doi":"https://doi.org/10.1109/ccece47787.2020.9255746","mag":"3108007065"},"language":"en","primary_location":{"id":"doi:10.1109/ccece47787.2020.9255746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece47787.2020.9255746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","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/A5049591010","display_name":"Raoult Teukam Dabou","orcid":"https://orcid.org/0000-0001-7293-4265"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Raoult Teukam Dabou","raw_affiliation_strings":["Laval University, Quebec, Canada"],"affiliations":[{"raw_affiliation_string":"Laval University, Quebec, Canada","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004948235","display_name":"Innocent Kamwa","orcid":"https://orcid.org/0000-0002-3568-3716"},"institutions":[{"id":"https://openalex.org/I47099075","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25","country_code":"CA","type":"government","lineage":["https://openalex.org/I47099075"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Innocent Kamwa","raw_affiliation_strings":["Power Systems Simulation and Evolution, Hydro-Quebec Research Institute, Varennes, Canada"],"affiliations":[{"raw_affiliation_string":"Power Systems Simulation and Evolution, Hydro-Quebec Research Institute, Varennes, Canada","institution_ids":["https://openalex.org/I47099075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049591010"],"corresponding_institution_ids":["https://openalex.org/I43406934"],"apc_list":null,"apc_paid":null,"fwci":0.2055,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.52544137,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9945999979972839,"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":0.9945999979972839,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9933000206947327,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9890999794006348,"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/computer-science","display_name":"Computer science","score":0.7485343217849731},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.7098838686943054},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.6716222167015076},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.637188196182251},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6037027835845947},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5311924815177917},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5207750201225281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3782610297203064},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.357035368680954},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32717812061309814},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.32025885581970215},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14328798651695251},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12621137499809265}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7485343217849731},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.7098838686943054},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.6716222167015076},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.637188196182251},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6037027835845947},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5311924815177917},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5207750201225281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3782610297203064},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.357035368680954},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32717812061309814},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.32025885581970215},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14328798651695251},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12621137499809265},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece47787.2020.9255746","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece47787.2020.9255746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5600000023841858,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1593805878","https://openalex.org/W1986065891","https://openalex.org/W2019971481","https://openalex.org/W2106424475","https://openalex.org/W2118978333","https://openalex.org/W2167460663","https://openalex.org/W2183614669","https://openalex.org/W2191365824","https://openalex.org/W2320630487","https://openalex.org/W2415086056","https://openalex.org/W2561933075","https://openalex.org/W2796046329","https://openalex.org/W2859714231","https://openalex.org/W2979417040"],"related_works":["https://openalex.org/W4251298892","https://openalex.org/W2356013541","https://openalex.org/W2385444679","https://openalex.org/W3133868776","https://openalex.org/W144391745","https://openalex.org/W2360644005","https://openalex.org/W2386042020","https://openalex.org/W2366939045","https://openalex.org/W2380248698","https://openalex.org/W2070261081"],"abstract_inverted_index":{"Today,":[0],"the":[1,34,55,61,101,107,114,126,137,155],"electrical":[2,67],"networks":[3],"are":[4,13],"subjected":[5],"to":[6,15,29,41,99],"various":[7],"internal":[8],"or":[9,63],"external":[10],"disturbances":[11,43],"that":[12],"likely":[14],"affect":[16],"their":[17,22,45],"stability.":[18],"In":[19,69],"view":[20],"of":[21,36,60,66,86,103,118,129,136,145,154],"complexities":[23],"and":[24,31,57,78,116],"sizes,":[25],"it":[26],"is":[27,98,111],"important":[28],"understand":[30],"rapidly":[32],"predict":[33],"behavior":[35],"power":[37,108],"grids":[38],"in":[39,106,159],"reaction":[40],"these":[42],"during":[44],"operations.":[46],"Big":[47],"data":[48,87],"presents":[49],"itself":[50],"as":[51],"an":[52],"alternative":[53],"for":[54,81,94,113,152],"fast":[56,79],"efficient":[58],"prediction":[59],"stable":[62],"unstable":[64],"state":[65],"networks.":[68],"this":[70],"work,":[71],"we":[72,141],"will":[73],"be":[74],"presenting":[75],"a":[76,83,123],"simple":[77],"technic":[80],"generating":[82],"large":[84,143],"amount":[85],"stability":[88,119],"on":[89,132],"Matlab/Simscape":[90],"Power":[91],"System":[92],"(SPS)":[93],"deep":[95],"learning.":[96],"This":[97],"facilitate":[100],"use":[102],"machine":[104],"learning":[105],"system,":[109],"which":[110],"necessary":[112],"extraction":[115],"classification":[117],"criteria.":[120],"By":[121],"performing":[122],"simulation":[124],"from":[125],"pseudo":[127],"code":[128],"i":[130],"fault":[131],"each":[133,153],"j":[134],"lines":[135],"IEEE":[138],"68":[139],"bus,":[140],"obtain":[142],"matrices":[144],"n":[146],"time":[147],"response":[148],"signals":[149],"per":[150],"generator,":[151],"p":[156],"generation-load":[157],"patterns":[158],"our":[160],"database.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
