{"id":"https://openalex.org/W4284890076","doi":"https://doi.org/10.1109/eit53891.2022.9813903","title":"Fault Detection and Classification in Microgrid Using Long Short-Term Memory","display_name":"Fault Detection and Classification in Microgrid Using Long Short-Term Memory","publication_year":2022,"publication_date":"2022-05-19","ids":{"openalex":"https://openalex.org/W4284890076","doi":"https://doi.org/10.1109/eit53891.2022.9813903"},"language":"en","primary_location":{"id":"doi:10.1109/eit53891.2022.9813903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eit53891.2022.9813903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Electro Information Technology (eIT)","raw_type":"proceedings-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/A5101714248","display_name":"Md Motaher Hossain","orcid":"https://orcid.org/0009-0007-8330-8594"},"institutions":[{"id":"https://openalex.org/I157417397","display_name":"Bowling Green State University","ror":"https://ror.org/00ay7va13","country_code":"US","type":"education","lineage":["https://openalex.org/I157417397"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Md Motaher Hossain","raw_affiliation_strings":["Bowling Green State University,Electronics and Computer Engineering Technology,Bowling Green,OH,USA,43403"],"affiliations":[{"raw_affiliation_string":"Bowling Green State University,Electronics and Computer Engineering Technology,Bowling Green,OH,USA,43403","institution_ids":["https://openalex.org/I157417397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090864323","display_name":"Sri R. Kolla","orcid":null},"institutions":[{"id":"https://openalex.org/I157417397","display_name":"Bowling Green State University","ror":"https://ror.org/00ay7va13","country_code":"US","type":"education","lineage":["https://openalex.org/I157417397"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sri R. Kolla","raw_affiliation_strings":["Bowling Green State University,Electronics and Computer Engineering Technology,Bowling Green,OH,USA,43403"],"affiliations":[{"raw_affiliation_string":"Bowling Green State University,Electronics and Computer Engineering Technology,Bowling Green,OH,USA,43403","institution_ids":["https://openalex.org/I157417397"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101714248"],"corresponding_institution_ids":["https://openalex.org/I157417397"],"apc_list":null,"apc_paid":null,"fwci":0.241,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.49375718,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"019","last_page":"026"},"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/T13183","display_name":"Islanding Detection in Power Systems","score":0.9997000098228455,"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/T10587","display_name":"Autophagy in Disease and Therapy","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.9743174314498901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6799153089523315},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5685704350471497},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5678195953369141},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5145008563995361},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.49835824966430664},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.4563562870025635},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3324407935142517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2348964810371399}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.9743174314498901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6799153089523315},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5685704350471497},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5678195953369141},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5145008563995361},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.49835824966430664},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.4563562870025635},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3324407935142517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2348964810371399},{"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eit53891.2022.9813903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eit53891.2022.9813903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Electro Information Technology (eIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1500530370","https://openalex.org/W1522301498","https://openalex.org/W1973431965","https://openalex.org/W2017361705","https://openalex.org/W2031585040","https://openalex.org/W2127049515","https://openalex.org/W2131874169","https://openalex.org/W2158988774","https://openalex.org/W2162658653","https://openalex.org/W2165076581","https://openalex.org/W2202343470","https://openalex.org/W2545581657","https://openalex.org/W2579461652","https://openalex.org/W2769392971","https://openalex.org/W2780628352","https://openalex.org/W2790176663","https://openalex.org/W2799207814","https://openalex.org/W2892609305","https://openalex.org/W2893528078","https://openalex.org/W2896784509","https://openalex.org/W2950870914","https://openalex.org/W2953798723","https://openalex.org/W2961144751","https://openalex.org/W2977503447","https://openalex.org/W2987972483","https://openalex.org/W2995562207","https://openalex.org/W3014444579","https://openalex.org/W3034895875","https://openalex.org/W3043291334","https://openalex.org/W3047073136","https://openalex.org/W3088473815","https://openalex.org/W3113667525","https://openalex.org/W4233839063","https://openalex.org/W6631190155","https://openalex.org/W6733336389","https://openalex.org/W6765385186"],"related_works":["https://openalex.org/W1574359403","https://openalex.org/W2057975886","https://openalex.org/W4308700935","https://openalex.org/W4210780382","https://openalex.org/W2356033827","https://openalex.org/W2391138633","https://openalex.org/W4206134051","https://openalex.org/W2907234787","https://openalex.org/W4285503559","https://openalex.org/W4383747562"],"abstract_inverted_index":{"The":[0,152,168],"protection":[1],"of":[2,9,22,49,136,163,184,190],"a":[3,111],"microgrid":[4,43,77,131],"against":[5],"faults":[6,106,132,157],"is":[7,40,78,96],"one":[8],"the":[10,28,33,50,65,69,116,145,149,172],"challenging":[11],"tasks":[12],"due":[13],"to":[14,114],"its":[15,94],"operation":[16,95,137,185],"in":[17,30,80,99,144,158],"different":[18,108],"modes":[19,103,135,183],"with":[20,89,186],"penetration":[21],"renewable":[23,90],"energy":[24,91],"sources.":[25],"To":[26],"address":[27],"challenges,":[29],"this":[31],"paper,":[32],"Long":[34],"Short-Term":[35],"Memory":[36],"(LSTM)":[37],"method-based":[38],"model":[39],"implemented":[41],"for":[42,104,119,133,178,194],"fault":[44,53,66,139],"detection":[45,54],"and":[46,55,93,101,121,129,166,181,192],"classification.":[47],"Most":[48],"previously":[51],"suggested":[52],"classification":[56],"techniques":[57],"extracted":[58],"features":[59],"using":[60,82],"signal":[61],"processing":[62],"methods":[63],"from":[64],"waveforms":[67],"while":[68],"proposed":[70,173],"method":[71,126,153,174],"only":[72],"requires":[73],"instantaneous":[74,164],"values.":[75],"A":[76],"modeled":[79],"MATLAB/Simscape":[81],"an":[83,187],"IEEE":[84],"13-node":[85],"test":[86],"feeder":[87],"connected":[88],"sources":[92],"simulated":[97],"both":[98,134,179],"grid-connected":[100,150,180],"islanded":[102,146,182],"ten":[105],"at":[107],"distances":[109],"on":[110],"distribution":[112],"line":[113],"collect":[115],"datasets":[117],"needed":[118],"training":[120],"testing.":[122],"This":[123],"deep":[124],"learning-based":[125],"can":[127,154],"detect":[128],"classify":[130],"though":[138],"currents":[140],"are":[141],"significantly":[142],"lower":[143],"mode":[147],"than":[148],"mode.":[151],"successfully":[155],"identify":[156],"1/8":[159],"cycle":[160],"data":[161],"window":[162],"voltages":[165],"currents.":[167],"results":[169],"show":[170],"that":[171],"gives":[175],"impressive":[176],"performance":[177],"average":[188],"accuracy":[189],"99.93%":[191],"99.92%,":[193],"respective":[195],"modes.":[196]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}