{"id":"https://openalex.org/W4401509400","doi":"https://doi.org/10.1109/saci60582.2024.10619813","title":"Neural Network-Based Fault Learning Using Artificial Intelligence and Kalman's Filter","display_name":"Neural Network-Based Fault Learning Using Artificial Intelligence and Kalman's Filter","publication_year":2024,"publication_date":"2024-05-23","ids":{"openalex":"https://openalex.org/W4401509400","doi":"https://doi.org/10.1109/saci60582.2024.10619813"},"language":"en","primary_location":{"id":"doi:10.1109/saci60582.2024.10619813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci60582.2024.10619813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Symposium on Applied Computational Intelligence and Informatics (SACI)","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/A5093930461","display_name":"Marek Bob\u010dek","orcid":"https://orcid.org/0009-0004-1912-211X"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Marek Bob\u010dek","raw_affiliation_strings":["Technical University of Ko&#x0161;ice,Dept. of Electrical Power Engineering,Ko&#x0161;ice,Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Ko&#x0161;ice,Dept. of Electrical Power Engineering,Ko&#x0161;ice,Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062911837","display_name":"Zsolt \u010conka","orcid":"https://orcid.org/0000-0001-6620-4354"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Zsolt \u010conka","raw_affiliation_strings":["Technical University of Ko&#x0161;ice,Dept. of Electrical Power Engineering,Ko&#x0161;ice,Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Ko&#x0161;ice,Dept. of Electrical Power Engineering,Ko&#x0161;ice,Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106450705","display_name":"Judith Palfy","orcid":null},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Judith Palfy","raw_affiliation_strings":["&#x00D3;buda University,KVK Department of Power Systems,Budapest,Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00D3;buda University,KVK Department of Power Systems,Budapest,Hungary","institution_ids":["https://openalex.org/I2801419141"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4224,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83353479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"000389","last_page":"000394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.8427000045776367,"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"}},"topics":[{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.8427000045776367,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.7822999954223633,"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"}},{"id":"https://openalex.org/T13832","display_name":"Advanced Decision-Making Techniques","score":0.748199999332428,"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/kalman-filter","display_name":"Kalman filter","score":0.789839506149292},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7246851921081543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6869755387306213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6100887060165405},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.47511038184165955},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.4666929841041565},{"id":"https://openalex.org/keywords/moving-horizon-estimation","display_name":"Moving horizon estimation","score":0.4389477074146271},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36719760298728943}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.789839506149292},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7246851921081543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6869755387306213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6100887060165405},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.47511038184165955},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.4666929841041565},{"id":"https://openalex.org/C50050547","wikidata":"https://www.wikidata.org/wiki/Q6927137","display_name":"Moving horizon estimation","level":4,"score":0.4389477074146271},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36719760298728943},{"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/saci60582.2024.10619813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci60582.2024.10619813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Symposium on Applied Computational Intelligence and Informatics (SACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2113637079","https://openalex.org/W4253387784","https://openalex.org/W4320492811","https://openalex.org/W4388503983","https://openalex.org/W4388504314","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W2103062922","https://openalex.org/W2162299404","https://openalex.org/W2372829958","https://openalex.org/W2674597762","https://openalex.org/W2562855176","https://openalex.org/W4300640027","https://openalex.org/W1506303183","https://openalex.org/W2328410657","https://openalex.org/W2064665624","https://openalex.org/W2258371975"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,30],"novel":[4],"learning":[5,49],"algorithm":[6,75,132],"for":[7,71,113],"fault":[8,34,72,109],"detection":[9,35,110],"in":[10,29,81,99,133],"power":[11,60,66,104,140],"systems,":[12,44,141],"leveraging":[13],"real-time":[14],"data":[15,27],"from":[16],"Phasor":[17],"Measurement":[18],"Units":[19],"(PMUs)":[20],"and":[21,54,79,89,117,123,137],"comparing":[22],"it":[23],"with":[24],"pre-existing":[25],"smoothed":[26],"stored":[28],"database.":[31],"Unlike":[32],"traditional":[33],"methods,":[36],"which":[37],"rely":[38],"on":[39],"predetermined":[40],"thresholds":[41],"or":[42],"rule-based":[43],"our":[45,74,131],"approach":[46],"utilizes":[47],"machine":[48],"techniques":[50],"to":[51,144],"dynamically":[52],"analyze":[53],"interpret":[55],"complex":[56],"patterns":[57],"within":[58,103],"the":[59,65,128,135,145],"system":[61,91,105],"data.":[62],"By":[63],"harnessing":[64],"of":[67,95,130,139,147],"AI,":[68],"specifically":[69],"tailored":[70],"detection,":[73],"offers":[76],"enhanced":[77],"accuracy":[78],"efficiency":[80],"identifying":[82],"faults,":[83],"thereby":[84],"enabling":[85],"quicker":[86],"response":[87],"times":[88],"improved":[90],"resilience.":[92],"The":[93],"significance":[94],"this":[96],"work":[97],"lies":[98],"its":[100],"practical":[101],"application":[102],"operations,":[106],"where":[107],"timely":[108],"is":[111],"critical":[112],"maintaining":[114],"grid":[115,149],"stability":[116],"minimizing":[118],"disruptions.":[119],"Through":[120],"empirical":[121],"evaluation":[122],"case":[124],"studies,":[125],"we":[126],"demonstrate":[127],"effectiveness":[129],"enhancing":[134],"reliability":[136],"security":[138],"thus":[142],"contributing":[143],"advancement":[146],"smart":[148],"technologies.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
