{"id":"https://openalex.org/W4410888296","doi":"https://doi.org/10.1007/s44163-025-00282-0","title":"Fault analysis and detection on multiple points in transmission line through Mho relay and its data prediction through LSTM technique","display_name":"Fault analysis and detection on multiple points in transmission line through Mho relay and its data prediction through LSTM technique","publication_year":2025,"publication_date":"2025-05-30","ids":{"openalex":"https://openalex.org/W4410888296","doi":"https://doi.org/10.1007/s44163-025-00282-0"},"language":"en","primary_location":{"id":"doi:10.1007/s44163-025-00282-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00282-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00282-0.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00282-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046788522","display_name":"Arif Ullah","orcid":"https://orcid.org/0000-0002-6920-3848"},"institutions":[{"id":"https://openalex.org/I4210112203","display_name":"CECOS University","ror":"https://ror.org/01xyxtp53","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210112203"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Arif Ullah","raw_affiliation_strings":["School of Electrical Engineering, CECOS University of IT and Emerging Sciences, Peshawar, 25000, Khyber Pakhtunkhwa, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, CECOS University of IT and Emerging Sciences, Peshawar, 25000, Khyber Pakhtunkhwa, Pakistan","institution_ids":["https://openalex.org/I4210112203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009646445","display_name":"Muhammad Zain Yousaf","orcid":"https://orcid.org/0000-0002-6664-8235"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Muhammad Zain Yousaf","raw_affiliation_strings":["Department of Electrical and Electronic Engineering Technology, University of Johannesburg, Johannesburg, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering Technology, University of Johannesburg, Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101686137","display_name":"Abdul Aziz","orcid":"https://orcid.org/0000-0002-5515-1485"},"institutions":[{"id":"https://openalex.org/I4210112203","display_name":"CECOS University","ror":"https://ror.org/01xyxtp53","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210112203"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Abdul Aziz","raw_affiliation_strings":["School of Electrical Engineering, CECOS University of IT and Emerging Sciences, Peshawar, 25000, Khyber Pakhtunkhwa, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, CECOS University of IT and Emerging Sciences, Peshawar, 25000, Khyber Pakhtunkhwa, Pakistan","institution_ids":["https://openalex.org/I4210112203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101728853","display_name":"Abdul Jabbar","orcid":"https://orcid.org/0009-0009-9605-6482"},"institutions":[{"id":"https://openalex.org/I90610274","display_name":"University of Engineering and Technology Peshawar","ror":"https://ror.org/00p034093","country_code":"PK","type":"education","lineage":["https://openalex.org/I90610274"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Abdul Jabbar","raw_affiliation_strings":["School of Electrical Engineering, University of Engineering and Technology, Peshawar, Khyber Pakhtunkhwa, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, University of Engineering and Technology, Peshawar, Khyber Pakhtunkhwa, Pakistan","institution_ids":["https://openalex.org/I90610274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100671408","display_name":"Wajid Khan","orcid":"https://orcid.org/0009-0008-9952-1282"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wajid Khan","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, 300072, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013466965","display_name":"Baseem Khan","orcid":"https://orcid.org/0000-0003-1667-386X"},"institutions":[{"id":"https://openalex.org/I193649603","display_name":"Hawassa University","ror":"https://ror.org/04r15fz20","country_code":"ET","type":"education","lineage":["https://openalex.org/I193649603"]},{"id":"https://openalex.org/I3130874397","display_name":"Western Caspian University","ror":"https://ror.org/05cgtjz78","country_code":"AZ","type":"education","lineage":["https://openalex.org/I3130874397"]}],"countries":["AZ","ET"],"is_corresponding":true,"raw_author_name":"Baseem Khan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Hawassa University, 05, Hawassa, Ethiopia","Department of Technical Sciences, Western Caspian University, Baku, Azerbaijan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Hawassa University, 05, Hawassa, Ethiopia","institution_ids":["https://openalex.org/I193649603"]},{"raw_affiliation_string":"Department of Technical Sciences, Western Caspian University, Baku, Azerbaijan","institution_ids":["https://openalex.org/I3130874397"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5013466965"],"corresponding_institution_ids":["https://openalex.org/I193649603","https://openalex.org/I3130874397"],"apc_list":{"value":1340,"currency":"USD","value_usd":1340},"apc_paid":{"value":1340,"currency":"USD","value_usd":1340},"fwci":2.0621,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86561073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"5","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":0.9998999834060669,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9879999756813049,"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/T13715","display_name":"Power Line Inspection Robots","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/fault","display_name":"Fault (geology)","score":0.5876175165176392},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.5813307166099548},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.5421489477157593},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5371331572532654},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5033316016197205},{"id":"https://openalex.org/keywords/transmission-line","display_name":"Transmission line","score":0.45190727710723877},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38686251640319824},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3571246862411499},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3410225212574005},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3091229200363159},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.11282512545585632},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09026864171028137},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07972726225852966},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06898918747901917}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5876175165176392},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.5813307166099548},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.5421489477157593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5371331572532654},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5033316016197205},{"id":"https://openalex.org/C33441834","wikidata":"https://www.wikidata.org/wiki/Q693004","display_name":"Transmission line","level":2,"score":0.45190727710723877},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38686251640319824},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3571246862411499},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3410225212574005},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3091229200363159},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.11282512545585632},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09026864171028137},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07972726225852966},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06898918747901917},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","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":2,"locations":[{"id":"doi:10.1007/s44163-025-00282-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00282-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00282-0.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d6fd246baae0493aace6ad1dde761bf6","is_oa":true,"landing_page_url":"https://doaj.org/article/d6fd246baae0493aace6ad1dde761bf6","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":"Discover Artificial Intelligence, Vol 5, Iss 1, Pp 1-17 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44163-025-00282-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00282-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00282-0.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410888296.pdf","grobid_xml":"https://content.openalex.org/works/W4410888296.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1978901849","https://openalex.org/W2032641772","https://openalex.org/W2057033668","https://openalex.org/W2096240181","https://openalex.org/W2124027132","https://openalex.org/W2147332304","https://openalex.org/W2168744623","https://openalex.org/W2220529226","https://openalex.org/W2313167185","https://openalex.org/W2335429435","https://openalex.org/W2345208503","https://openalex.org/W2513260314","https://openalex.org/W2711021616","https://openalex.org/W2751554702","https://openalex.org/W2785338694","https://openalex.org/W2786599196","https://openalex.org/W2922215507","https://openalex.org/W2943968262","https://openalex.org/W2983995694","https://openalex.org/W3036292897","https://openalex.org/W3111203849","https://openalex.org/W3161934816","https://openalex.org/W3174952571","https://openalex.org/W4293010207","https://openalex.org/W4302424664","https://openalex.org/W4366503965","https://openalex.org/W4391743421","https://openalex.org/W4401483597","https://openalex.org/W4407847987","https://openalex.org/W4407974049","https://openalex.org/W4408744918","https://openalex.org/W4410078277"],"related_works":["https://openalex.org/W2539674285","https://openalex.org/W1998322187","https://openalex.org/W1038122923","https://openalex.org/W2952514781","https://openalex.org/W3019210376","https://openalex.org/W2352125985","https://openalex.org/W939514953","https://openalex.org/W4396767100","https://openalex.org/W2323418721","https://openalex.org/W32880778"],"abstract_inverted_index":{"Power":[0],"systems":[1,18],"are":[2,61,65],"becoming":[3],"increasingly":[4],"complex":[5],"due":[6],"to":[7,134,178,187],"the":[8,28,37,86,90,94,98,108,136,144,156,159,162,180,189,206],"integration":[9],"of":[10,16,21,32,39,57,70,97,138,148,158,192,208],"several":[11],"power":[12],"electronic":[13],"devices.":[14],"Protection":[15],"such":[17],"and":[19,23,42,54],"augmentation":[20],"reliability":[22],"stability":[24],"depend":[25],"on":[26],"limiting":[27],"fault":[29,50,52],"currents.":[30],"Analysis":[31],"faults":[33],"is":[34,82,115,126,131,153,176,184],"essential":[35],"for":[36,74,120,155,161,205],"selection":[38],"appropriate":[40],"relays":[41],"other":[43],"safety":[44],"systems.":[45],"In":[46],"this":[47,105,169],"research":[48,106],"work":[49],"analysis,":[51],"detection,":[53],"data":[55,160,191],"prediction":[56,157],"long":[58,75,121,149,164,172,209],"transmission":[59,76,122,165,194,210],"lines":[60],"discussed.":[62],"Different":[63],"parameters":[64,91],"analyzed":[66],"at":[67,112,141],"each":[68,142],"point":[69],"distance":[71],"using":[72],"MATLAB/Simulink":[73],"lines.":[77,123],"Through":[78],"these":[79],"results,":[80],"it":[81,125,130],"concluded":[83,127],"that":[84,128],"with":[85],"increase":[87],"in":[88,104,168],"distance,":[89],"change,":[92],"so":[93],"detection":[95,207],"response":[96,111,137],"Mho":[99,109,139],"relay":[100,110,140],"also":[101],"varies.":[102],"Moreover,":[103],"work,":[107,170],"different":[113],"points":[114],"tested":[116],"through":[117],"Simulink":[118],"software":[119],"As":[124],"manually":[129],"very":[132],"difficult":[133],"test":[135],"point,":[143],"artificial":[145,200],"intelligence":[146,201],"technique":[147,202],"short-term":[150,173],"memory":[151,174],"(LSTM)":[152],"used":[154,177,186],"next":[163],"line.":[166],"Lastly,":[167],"a":[171],"network":[175],"predict":[179],"parameters.":[181],"The":[182,199],"LSTM":[183],"then":[185],"find":[188],"predicted":[190],"subsequent":[193],"line":[195,211],"from":[196],"previous":[197],"data.":[198],"successfully":[203],"utilized":[204],"fault.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
