{"id":"https://openalex.org/W2547989445","doi":"https://doi.org/10.1109/ccece.2016.7726773","title":"Independent component analysis for feature reduction in critical clearing time estimation","display_name":"Independent component analysis for feature reduction in critical clearing time estimation","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2547989445","doi":"https://doi.org/10.1109/ccece.2016.7726773","mag":"2547989445"},"language":"en","primary_location":{"id":"doi:10.1109/ccece.2016.7726773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2016.7726773","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":"conference-paper","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/I56592726","display_name":"University of Technology, Mauritius","ror":"https://ror.org/030111688","country_code":"MU","type":"education","lineage":["https://openalex.org/I56592726"]},{"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":false,"raw_author_name":"Robert T. F. Ah King","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, University of Mauritius, Réduit 80837, Mauritius","University of Mauritius, Reduit, Moka, MU"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Mauritius, Réduit 80837, Mauritius","institution_ids":["https://openalex.org/I56592726","https://openalex.org/I69072986"]},{"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, École de Technologie Supérieure, Montréal, QC H3C 1K3, Canada","Department of Electrical Engineering, Ecole de Technologie Sup\u00e9rieure, Montr\u00e9al, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, École de Technologie Supérieure, Montréal, QC H3C 1K3, Canada","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"Department of Electrical Engineering, Ecole de Technologie Sup\u00e9rieure, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"last","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, École de Technologie Supérieure, Montréal, QC H3C 1K3, Canada","Department of Electrical Engineering, Ecole de Technologie Sup\u00e9rieure, Montr\u00e9al, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, École de Technologie Supérieure, Montréal, QC H3C 1K3, Canada","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"Department of Electrical Engineering, Ecole de Technologie Sup\u00e9rieure, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I9736820"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2199,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.39342552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10305","display_name":"Power System Optimization and Stability","score":0.9962999820709229,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9919999837875366,"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/principal-component-analysis","display_name":"Principal component analysis","score":0.6718772649765015},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.568942129611969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5683456063270569},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5489901304244995},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.47983619570732117},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4750492572784424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4685474634170532},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4190223813056946},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4023522138595581},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2684862017631531}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6718772649765015},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.568942129611969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5683456063270569},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5489901304244995},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.47983619570732117},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4750492572784424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4685474634170532},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4190223813056946},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4023522138595581},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2684862017631531},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece.2016.7726773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2016.7726773","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":20,"referenced_works":["https://openalex.org/W1521492382","https://openalex.org/W1534408902","https://openalex.org/W1554663460","https://openalex.org/W1926457989","https://openalex.org/W1969227494","https://openalex.org/W2025357764","https://openalex.org/W2062184983","https://openalex.org/W2064662920","https://openalex.org/W2071294564","https://openalex.org/W2107093743","https://openalex.org/W2110930696","https://openalex.org/W2115631853","https://openalex.org/W2123649031","https://openalex.org/W2129180281","https://openalex.org/W2129188766","https://openalex.org/W2135126814","https://openalex.org/W2145280326","https://openalex.org/W2167212937","https://openalex.org/W2534206517","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W2579148721","https://openalex.org/W4387893611","https://openalex.org/W2347335694","https://openalex.org/W2091056927","https://openalex.org/W2067407580","https://openalex.org/W4317486777","https://openalex.org/W4389669152","https://openalex.org/W2038514069","https://openalex.org/W1967233468","https://openalex.org/W2009181529"],"abstract_inverted_index":{"Critical":[0],"clearing":[1],"time":[2],"(CCT)":[3],"is":[4],"an":[5,50],"important":[6],"parameter":[7],"used":[8,28],"in":[9,49],"transient":[10],"stability":[11],"assessment":[12],"of":[13,70,92,98],"power":[14,52],"systems.":[15],"In":[16],"this":[17],"paper,":[18],"only":[19],"pre-fault":[20],"generator":[21],"voltage":[22],"magnitudes":[23],"and":[24,59,87],"active":[25],"powers":[26],"are":[27,64,101],"as":[29,95],"inputs":[30],"to":[31,45,66],"a":[32,89],"multilayer":[33],"feedforward":[34],"neural":[35],"network":[36],"(MFNN)":[37],"trained":[38],"using":[39],"Gauss-Newton":[40],"approximation":[41],"for":[42],"Bayesian":[43],"regularization":[44],"estimate":[46],"the":[47,68,76,96],"CCT":[48],"optimal":[51],"flow":[53],"framework.":[54],"Principal":[55],"component":[56,61],"analysis":[57,62],"(PCA)":[58],"independent":[60],"(ICA)":[63],"utilized":[65],"reduce":[67],"dimension":[69],"these":[71],"features.":[72],"Simulations":[73],"performed":[74],"on":[75],"New":[77],"England":[78],"10-machine":[79],"39-bus":[80],"system":[81],"show":[82],"that":[83],"ICA":[84],"outperforms":[85],"PCA":[86],"gives":[88],"smooth":[90],"degradation":[91],"MFNN":[93],"performance":[94],"number":[97],"input":[99],"features":[100],"reduced.":[102]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}