{"id":"https://openalex.org/W2808477805","doi":"https://doi.org/10.3233/ica-180576","title":"A comprehensive common-sense-based architecture for understanding voltage-sag events in electrical grids","display_name":"A comprehensive common-sense-based architecture for understanding voltage-sag events in electrical grids","publication_year":2018,"publication_date":"2018-06-15","ids":{"openalex":"https://openalex.org/W2808477805","doi":"https://doi.org/10.3233/ica-180576","mag":"2808477805"},"language":"en","primary_location":{"id":"doi:10.3233/ica-180576","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-180576","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-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/A5003096914","display_name":"Mar\u00eda J. Santofimia","orcid":"https://orcid.org/0000-0001-6132-1199"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Maria J. Santofimia","raw_affiliation_strings":["Computer Architecture and Networks Group, School of Computer Science, University of Castilla-La Mancha, Ciudad Real, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Architecture and Networks Group, School of Computer Science, University of Castilla-La Mancha, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085413851","display_name":"Xavier Garc\u00eda","orcid":"https://orcid.org/0000-0002-9996-8008"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Xavier del Toro Garcia","raw_affiliation_strings":["Institute of Energy Research and Industrial Applications, University of Castilla-La Mancha, Ciudad Real, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Energy Research and Industrial Applications, University of Castilla-La Mancha, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060026711","display_name":"F\u00e9lix J. Villanueva","orcid":"https://orcid.org/0000-0003-0773-5846"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Felix J. Villanueva","raw_affiliation_strings":["Computer Architecture and Networks Group, School of Computer Science, University of Castilla-La Mancha, Ciudad Real, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Architecture and Networks Group, School of Computer Science, University of Castilla-La Mancha, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012109449","display_name":"David Villa","orcid":"https://orcid.org/0000-0002-4540-4338"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Villa","raw_affiliation_strings":["Computer Architecture and Networks Group, School of Computer Science, University of Castilla-La Mancha, Ciudad Real, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Architecture and Networks Group, School of Computer Science, University of Castilla-La Mancha, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005194624","display_name":"Soledad Escolar","orcid":"https://orcid.org/0000-0002-8019-9640"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Soledad Escolar","raw_affiliation_strings":["Institute of Technology and Information Systems, University of Castilla-La Mancha, Ciudad Real, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technology and Information Systems, University of Castilla-La Mancha, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100768991","display_name":"Juan Carlos L\u00f3pez","orcid":"https://orcid.org/0000-0002-7372-1568"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan C. Lopez","raw_affiliation_strings":["Computer Architecture and Networks Group, School of Computer Science, University of Castilla-La Mancha, Ciudad Real, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Architecture and Networks Group, School of Computer Science, University of Castilla-La Mancha, Ciudad Real, Spain","institution_ids":["https://openalex.org/I79189158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5003096914"],"corresponding_institution_ids":["https://openalex.org/I79189158"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.05612252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"25","issue":"4","first_page":"397","last_page":"416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10573","display_name":"Power Quality and Harmonics","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"}},"topics":[{"id":"https://openalex.org/T10573","display_name":"Power Quality and Harmonics","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/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9926999807357788,"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":0.9865999817848206,"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/voltage-sag","display_name":"Voltage sag","score":0.7139129638671875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6047666668891907},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5964852571487427},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5831586122512817},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5114313960075378},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.46352487802505493},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.44778546690940857},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44225844740867615},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.41768360137939453},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.41140320897102356},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4110453128814697},{"id":"https://openalex.org/keywords/power-quality","display_name":"Power quality","score":0.3316027522087097},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26865988969802856},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2644657492637634},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24101388454437256}],"concepts":[{"id":"https://openalex.org/C2781134633","wikidata":"https://www.wikidata.org/wiki/Q14945479","display_name":"Voltage sag","level":4,"score":0.7139129638671875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6047666668891907},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5964852571487427},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5831586122512817},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5114313960075378},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.46352487802505493},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.44778546690940857},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44225844740867615},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.41768360137939453},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.41140320897102356},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4110453128814697},{"id":"https://openalex.org/C2779665505","wikidata":"https://www.wikidata.org/wiki/Q1780079","display_name":"Power quality","level":3,"score":0.3316027522087097},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26865988969802856},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2644657492637634},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24101388454437256},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ica-180576","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-180576","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W9535961","https://openalex.org/W55863701","https://openalex.org/W94200858","https://openalex.org/W108379496","https://openalex.org/W255746947","https://openalex.org/W601595161","https://openalex.org/W1533070959","https://openalex.org/W1537294553","https://openalex.org/W1540255868","https://openalex.org/W1555467355","https://openalex.org/W1563339303","https://openalex.org/W1588264462","https://openalex.org/W1811301046","https://openalex.org/W1845135157","https://openalex.org/W1882088395","https://openalex.org/W1985750461","https://openalex.org/W1993650345","https://openalex.org/W1994839253","https://openalex.org/W2013363987","https://openalex.org/W2017470614","https://openalex.org/W2035921609","https://openalex.org/W2052127387","https://openalex.org/W2068180905","https://openalex.org/W2079914293","https://openalex.org/W2088413531","https://openalex.org/W2089758604","https://openalex.org/W2092803390","https://openalex.org/W2096244516","https://openalex.org/W2114168752","https://openalex.org/W2118288692","https://openalex.org/W2122842780","https://openalex.org/W2130454225","https://openalex.org/W2133689078","https://openalex.org/W2135756530","https://openalex.org/W2138162238","https://openalex.org/W2154583471","https://openalex.org/W2155182277","https://openalex.org/W2172259164","https://openalex.org/W2172298004","https://openalex.org/W2174926952","https://openalex.org/W2211192860","https://openalex.org/W2238139472","https://openalex.org/W2291416179","https://openalex.org/W2318035916","https://openalex.org/W2319770038","https://openalex.org/W2394820843","https://openalex.org/W2468904641","https://openalex.org/W2491030098","https://openalex.org/W2506408953","https://openalex.org/W2545025193","https://openalex.org/W2561453890","https://openalex.org/W2573469442","https://openalex.org/W2618986947","https://openalex.org/W2902716898","https://openalex.org/W3143245542","https://openalex.org/W4234816175","https://openalex.org/W4247780662","https://openalex.org/W4253762596","https://openalex.org/W4293469269","https://openalex.org/W6600356654","https://openalex.org/W6603855062","https://openalex.org/W6633739121","https://openalex.org/W6638764685","https://openalex.org/W6649128924","https://openalex.org/W6676897925","https://openalex.org/W6680341452","https://openalex.org/W6682890729","https://openalex.org/W6719708171","https://openalex.org/W6729242451"],"related_works":["https://openalex.org/W2981638978","https://openalex.org/W2074629753","https://openalex.org/W2080652398","https://openalex.org/W1974378856","https://openalex.org/W2006866424","https://openalex.org/W2349541131","https://openalex.org/W1972655019","https://openalex.org/W2081929627","https://openalex.org/W2124159291","https://openalex.org/W4239683280"],"abstract_inverted_index":{"This":[0],"research":[1],"is":[2,66,85,175,239],"intended":[3],"to":[4,16,23,68,75,117,177,187,206],"evaluate":[5],"the":[6,27,31,36,46,62,87,92,103,118,123,127,132,139,142,146,178,182,189,192,196,209,214,220,224,236],"suitability":[7],"of":[8,29,35,45,120,122,126,131,160,181,191,195,235],"a":[9,54,73,96,157,200,217],"common-sense-based":[10],"approach":[11,98],"for":[12],"providing":[13],"causal":[14],"explanations":[15],"power":[17],"quality":[18],"disturbances":[19],"and,":[20],"more":[21],"specifically,":[22],"voltage-sage":[24],"events,":[25],"with":[26,223],"aim":[28],"improving":[30],"security":[32],"and":[33,51,60,108,114,145,168,172,212,229],"reliability":[34],"electrical":[37,179],"grid.":[38],"Since":[39],"voltage":[40,183],"sags":[41],"ar":[42],"e":[43],"one":[44],"most":[47],"common":[48],"power-quality":[49],"disturbance":[50],"may":[52],"have":[53],"severe":[55],"impact":[56],"on":[57],"sensitive":[58],"loads":[59],"users,":[61],"case":[63],"study":[64],"presented":[65,81],"dedicated":[67],"find":[69],"their":[70],"causes":[71],"as":[72],"prerequisite":[74],"prevent":[76],"them.":[77],"The":[78,129,150],"main":[79],"contribution":[80],"in":[82,86,185,216],"this":[83],"work":[84],"knowledge":[88],"management":[89],"domain.":[90],"However,":[91],"proposed":[93,133,151,210],"architecture":[94,130],"adopts":[95],"multi-layer":[97],"that":[99],"comprehensively":[100],"faces":[101],"all":[102],"necessary":[104],"stages,":[105],"comprising:":[106],"measurement":[107],"data":[109],"collection,":[110],"filtering,":[111],"distribution,":[112],"homogenization,":[113],"integration":[115],"up":[116],"process":[119],"inference":[121,190],"possible":[124],"cause":[125,194,237],"event.":[128,197],"system":[134,152,211],"comprises":[135],"three":[136],"layers,":[137],"namely:":[138],"information":[140,143,147],"gathering,":[141],"modeling":[144],"understanding":[148],"layers.":[149],"has":[153],"been":[154],"evaluated":[155],"using":[156],"synthetic":[158,225],"dataset":[159,202,226],"simulated":[161],"voltages":[162],"sags.":[163],"Information":[164],"about":[165],"weather":[166],"conditions":[167],"different":[169],"location":[170],"features":[171,180],"environmental":[173],"circumstances":[174],"aggregated":[176],"sag,":[184],"order":[186],"improve":[188],"external":[193],"Even":[198],"though":[199],"real-world":[201],"would":[203],"be":[204],"required":[205],"fully":[207],"validate":[208],"assess":[213],"benefits":[215],"real":[218],"scenario,":[219],"results":[221],"obtained":[222],"are":[227],"satisfactory":[228],"an":[230],"overall":[231],"accuracy":[232],"above":[233],"90%":[234],"identification":[238],"achieved.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
