{"id":"https://openalex.org/W2900876552","doi":"https://doi.org/10.1109/access.2018.2881797","title":"Event Analysis on Power Communication Networks With Big Data for Maintenance Forms","display_name":"Event Analysis on Power Communication Networks With Big Data for Maintenance Forms","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2900876552","doi":"https://doi.org/10.1109/access.2018.2881797","mag":"2900876552"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2881797","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2881797","pdf_url":null,"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":null,"license_id":null,"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://doi.org/10.1109/access.2018.2881797","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076260913","display_name":"Juan Ram\u00f3n Feijoo-Mart\u00ednez","orcid":"https://orcid.org/0000-0001-9685-4032"},"institutions":[{"id":"https://openalex.org/I4210123687","display_name":"Red Electrica de Espana (Spain)","ror":"https://ror.org/024pjcr93","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210123687"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Juan Ramon Feijoo-Martinez","raw_affiliation_strings":["Red El\u00e9ctrica de Espa\u00f1a, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9685-4032","affiliations":[{"raw_affiliation_string":"Red El\u00e9ctrica de Espa\u00f1a, Madrid, Spain","institution_ids":["https://openalex.org/I4210123687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107194001","display_name":"Sergio Mu\u00f1oz-Romero","orcid":"https://orcid.org/0000-0003-1356-2646"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio Munoz-Romero","raw_affiliation_strings":["Center for Computational Simulation, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational Simulation, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084198564","display_name":"Cristina Soguero-Ru\u00edz","orcid":"https://orcid.org/0000-0001-5817-989X"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Cristina Soguero-Ruiz","raw_affiliation_strings":["Department of Signal Theory and Communications, Rey Juan Carlos University, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083459820","display_name":"Mario Castro-Fern\u00e1ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123687","display_name":"Red Electrica de Espana (Spain)","ror":"https://ror.org/024pjcr93","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210123687"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mario Castro-Fernandez","raw_affiliation_strings":["Red El\u00e9ctrica de Espa\u00f1a, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Red El\u00e9ctrica de Espa\u00f1a, Madrid, Spain","institution_ids":["https://openalex.org/I4210123687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051286582","display_name":"Jos\u00e9 Luis Rojo\u2010\u00c1lvarez","orcid":"https://orcid.org/0000-0003-0426-8912"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Luis Rojo-Alvarez","raw_affiliation_strings":["Center for Computational Simulation, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0426-8912","affiliations":[{"raw_affiliation_string":"Center for Computational Simulation, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076260913"],"corresponding_institution_ids":["https://openalex.org/I4210123687"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.5819,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82890493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"6","issue":null,"first_page":"72263","last_page":"72274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11941","display_name":"Power System Reliability and Maintenance","score":0.9887999892234802,"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"}},"topics":[{"id":"https://openalex.org/T11941","display_name":"Power System Reliability and Maintenance","score":0.9887999892234802,"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"}},{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9520000219345093,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14042","display_name":"Technology and Security Systems","score":0.9437000155448914,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7009793519973755},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.6848107576370239},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6621612310409546},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5258356332778931},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.5100355744361877},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5037292838096619},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4851139783859253},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.47784897685050964},{"id":"https://openalex.org/keywords/duration","display_name":"Duration (music)","score":0.46310871839523315},{"id":"https://openalex.org/keywords/telecommunications-network","display_name":"Telecommunications network","score":0.441805899143219},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.4295256733894348},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.34137988090515137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27876102924346924},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26863062381744385},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13427650928497314}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7009793519973755},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.6848107576370239},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6621612310409546},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5258356332778931},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.5100355744361877},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5037292838096619},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4851139783859253},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.47784897685050964},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.46310871839523315},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.441805899143219},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4295256733894348},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.34137988090515137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27876102924346924},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26863062381744385},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13427650928497314},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"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/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2881797","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2881797","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e120b0b1395847e1bf4037852c04d744","is_oa":true,"landing_page_url":"https://doaj.org/article/e120b0b1395847e1bf4037852c04d744","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 6, Pp 72263-72274 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2881797","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2881797","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1567936687","https://openalex.org/W1906224694","https://openalex.org/W1980867644","https://openalex.org/W2018910841","https://openalex.org/W2020793076","https://openalex.org/W2042182508","https://openalex.org/W2054594459","https://openalex.org/W2086444135","https://openalex.org/W2106728372","https://openalex.org/W2114255896","https://openalex.org/W2124181495","https://openalex.org/W2129171547","https://openalex.org/W2171647935","https://openalex.org/W2173213060","https://openalex.org/W2296710757","https://openalex.org/W2324408290","https://openalex.org/W2335763182","https://openalex.org/W2524736021","https://openalex.org/W2524759969","https://openalex.org/W2574041338","https://openalex.org/W2592252753","https://openalex.org/W2609731728","https://openalex.org/W2724349242","https://openalex.org/W2736015086","https://openalex.org/W2736470268","https://openalex.org/W2746326988","https://openalex.org/W2751681639","https://openalex.org/W2752032793","https://openalex.org/W2756156337","https://openalex.org/W2765312595","https://openalex.org/W2768433005","https://openalex.org/W2775220858","https://openalex.org/W2786512490","https://openalex.org/W2791168136","https://openalex.org/W2794775296","https://openalex.org/W3122894616","https://openalex.org/W3139860299"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"High-power":[0],"electric":[1],"grid":[2],"networks":[3,78],"require":[4],"extreme":[5],"reliability":[6],"in":[7,68,90,149,193,240,246],"their":[8,198],"associated":[9],"telecommunication":[10],"network":[11,52],"to":[12,36,49,70,113,142,163,175,180,214,217],"ensure":[13],"protection":[14],"and":[15,27,48,64,123,127,146,157,179,197,216,250],"control":[16],"throughout":[17],"the":[18,38,42,51,59,72,81,137,144,150,176,181,206,220,224,227,253,256],"power":[19,76,247],"transportation.":[20],"Whereas":[21],"historical":[22,73],"events":[23,74],"are":[24,86,111],"often":[25,88],"available":[26],"carefully":[28],"documented,":[29],"a":[30,115,233,237],"few":[31,154,188],"tools":[32],"have":[33],"been":[34],"proposed":[35],"retrieve":[37],"information":[39],"dealing":[40],"with":[41,131],"heterogeneous":[43],"data":[44,83],"from":[45,205,243],"maintenance":[46,91,244],"forms":[47,245],"support":[50],"managers.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57],"propose":[58],"use":[60,258],"of":[61,139,223,259],"Big":[62],"Data":[63],"bootstrap":[65],"resampling":[66],"techniques":[67],"order":[69],"analyze":[71],"on":[75,80,136],"communication":[77,151,248],"based":[79],"different":[82],"types":[84],"that":[85],"more":[87,165,194,260],"used":[89],"forms,":[92],"namely,":[93],"numerical":[94],"(such":[95,99,104],"as":[96,100,105,161,168,170],"duration),":[97],"categorical":[98],"location),":[101],"or":[102],"text":[103],"anomaly":[106,145],"description).":[107],"Bootstrap":[108],"difference":[109],"tests":[110],"provided":[112],"create":[114],"similar":[116],"framework":[117,235],"for":[118,226,236],"proportions,":[119],"means,":[120],"standard":[121],"deviations,":[122],"bag-of-word":[124],"(BoW)":[125],"distributions,":[126],"they":[128,251],"provide":[129],"us":[130,213],"an":[132],"automatic":[133],"significance":[134],"level":[135],"relevance":[138],"each":[140],"field":[141],"measure":[143],"failure":[147],"severity":[148],"network.":[152],"Some":[153],"geographical":[155],"regions":[156],"subregions":[158],"were":[159,201],"identified":[160],"prone":[162],"experiment":[164],"severe":[166,195],"events,":[167],"well":[169],"some":[171,187],"temporal":[172],"patters":[173],"corresponding":[174],"week":[177],"beginning":[178],"year":[182],"ending.":[183],"BoW":[184],"analysis":[185,211,242],"showed":[186],"words":[189],"being":[190],"clearly":[191],"present":[192],"patterns,":[196],"statistical":[199],"distributions":[200],"sometimes":[202],"multimodal,":[203],"differently":[204],"other":[207],"features.":[208],"Finally,":[209],"duration":[210,222],"allowed":[212],"quantify":[215],"statistically":[218],"describe":[219],"shorter":[221],"event":[225,241],"high-severity":[228],"ones.":[229],"These":[230],"results":[231],"offer":[232],"homogeneous":[234],"single-feature-based":[238],"study":[239],"networks,":[249],"pave":[252],"way":[254],"toward":[255],"principled":[257],"advanced":[261],"multivariate":[262],"techniques.":[263]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}