{"id":"https://openalex.org/W2546613946","doi":"https://doi.org/10.1109/ccece.2016.7726774","title":"Multi-contingency transient stability-constrained optimal power flow using multilayer feedforward neural networks","display_name":"Multi-contingency transient stability-constrained optimal power flow using multilayer feedforward neural networks","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2546613946","doi":"https://doi.org/10.1109/ccece.2016.7726774","mag":"2546613946"},"language":"en","primary_location":{"id":"doi:10.1109/ccece.2016.7726774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2016.7726774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 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/A5103923956","display_name":"Robert T. F. Ah King","orcid":null},"institutions":[{"id":"https://openalex.org/I69072986","display_name":"University of Mauritius","ror":"https://ror.org/05cyprz33","country_code":"MU","type":"education","lineage":["https://openalex.org/I69072986"]}],"countries":["MU"],"is_corresponding":true,"raw_author_name":"Robert T. F. Ah King","raw_affiliation_strings":["University of Mauritius, Reduit, Moka, MU"],"affiliations":[{"raw_affiliation_string":"University of Mauritius, Reduit, Moka, MU","institution_ids":["https://openalex.org/I69072986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078058689","display_name":"Xiaoping Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiaoping Tu","raw_affiliation_strings":["Department of Electrical Engineering, Ecole de Technologie Superieure, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ecole de Technologie Superieure, Montreal, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048679289","display_name":"Louis\u2010A. Dessaint","orcid":null},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Louis-A. Dessaint","raw_affiliation_strings":["Department of Electrical Engineering, Ecole de Technologie Superieure, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Ecole de Technologie Superieure, Montreal, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"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 and Mathematics, Hydro-Quebec/IREQ, Varennes, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Power Systems and Mathematics, Hydro-Quebec/IREQ, Varennes, QC, Canada","institution_ids":["https://openalex.org/I47099075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103923956"],"corresponding_institution_ids":["https://openalex.org/I69072986"],"apc_list":null,"apc_paid":null,"fwci":0.7457,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.75866821,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"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":0.9998000264167786,"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":0.9995999932289124,"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6466386914253235},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6378377079963684},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.587731659412384},{"id":"https://openalex.org/keywords/sobol-sequence","display_name":"Sobol sequence","score":0.5776207447052002},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5479384660720825},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.512094259262085},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.508223295211792},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4144507050514221},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.23575454950332642},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2023814618587494},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1837749183177948},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15580183267593384}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6466386914253235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6378377079963684},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.587731659412384},{"id":"https://openalex.org/C49740808","wikidata":"https://www.wikidata.org/wiki/Q7550116","display_name":"Sobol sequence","level":3,"score":0.5776207447052002},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5479384660720825},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.512094259262085},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.508223295211792},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4144507050514221},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.23575454950332642},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2023814618587494},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1837749183177948},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15580183267593384},{"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/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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece.2016.7726774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2016.7726774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1521492382","https://openalex.org/W1923009208","https://openalex.org/W1985960621","https://openalex.org/W1986169102","https://openalex.org/W2006193985","https://openalex.org/W2041283682","https://openalex.org/W2053708761","https://openalex.org/W2078615295","https://openalex.org/W2084533150","https://openalex.org/W2095553613","https://openalex.org/W2106424475","https://openalex.org/W2107093743","https://openalex.org/W2107109978","https://openalex.org/W2110930696","https://openalex.org/W2111809029","https://openalex.org/W2112900917","https://openalex.org/W2120927062","https://openalex.org/W2131205302","https://openalex.org/W2135126814","https://openalex.org/W2135403205","https://openalex.org/W2146546380","https://openalex.org/W2147834146","https://openalex.org/W2152322883","https://openalex.org/W2157528533","https://openalex.org/W2158448467","https://openalex.org/W2167212937","https://openalex.org/W2764749846"],"related_works":["https://openalex.org/W4390576425","https://openalex.org/W3030915585","https://openalex.org/W2386042020","https://openalex.org/W2171916062","https://openalex.org/W1514891764","https://openalex.org/W4247603094","https://openalex.org/W2120796965","https://openalex.org/W3023796992","https://openalex.org/W2377193240","https://openalex.org/W2070261081"],"abstract_inverted_index":{"Transient":[0],"stability-constrained":[1],"optimal":[2,146],"power":[3],"flow":[4],"(TSC-OPF)":[5],"aims":[6],"at":[7],"optimising":[8],"the":[9,22,42,49,81,86,102,106,130,150],"scheduling":[10],"of":[11,24,48,77,104,109],"generation":[12],"with":[13,149],"stability":[14,46],"constraints":[15,47],"to":[16,72,84,145],"ensure":[17,73],"a":[18,29,34,57,74,89,121],"secure":[19],"system":[20,135],"in":[21,80],"event":[23],"contingencies.":[25],"This":[26],"paper":[27],"proposes":[28],"new":[30],"approach":[31],"based":[32],"on":[33],"critical":[35],"clearing":[36],"time":[37],"(CCT)":[38],"constraint":[39,123],"that":[40,137],"replaces":[41],"dynamic":[43,110],"and":[44],"transient":[45],"TSC-OPF":[50,138],"problem.":[51],"The":[52,98],"CCT":[53,122],"is":[54,93],"computed":[55],"by":[56,119],"multilayer":[58],"feedforward":[59],"neural":[60,87],"network":[61],"(MFNN)":[62],"trained":[63],"using":[64,139],"Gauss-Newton":[65],"approximation":[66],"for":[67,95,124,129],"Bayesian":[68],"regularization.":[69],"In":[70],"order":[71],"uniform":[75],"distribution":[76],"generated":[78],"points":[79,148],"input":[82],"space":[83],"train":[85],"networks,":[88],"Sobol":[90],"quasi-random":[91],"sequence":[92],"adopted":[94],"data":[96],"generation.":[97],"proposed":[99],"method":[100],"has":[101,141],"merit":[103],"removing":[105],"computational":[107],"burden":[108],"simulation":[111],"during":[112],"optimisation.":[113],"Multi-contingency":[114],"can":[115],"simply":[116],"be":[117],"handled":[118],"adding":[120],"each":[125],"contingency.":[126],"Simulation":[127],"results":[128],"New":[131],"England":[132],"10-machine":[133],"39-bus":[134],"show":[136],"MFNN":[140],"very":[142],"fast":[143],"convergence":[144],"operating":[147],"desired":[151],"CCT.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":4}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}