{"id":"https://openalex.org/W4408281886","doi":"https://doi.org/10.1109/iecon55916.2024.10905921","title":"Decentralized AI-based Fault Detection and Localization to Enhance Dynamic Response of Grid-Forming Inverters","display_name":"Decentralized AI-based Fault Detection and Localization to Enhance Dynamic Response of Grid-Forming Inverters","publication_year":2024,"publication_date":"2024-11-03","ids":{"openalex":"https://openalex.org/W4408281886","doi":"https://doi.org/10.1109/iecon55916.2024.10905921"},"language":"en","primary_location":{"id":"doi:10.1109/iecon55916.2024.10905921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon55916.2024.10905921","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society","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/A5116570138","display_name":"Reza Behnam","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Reza Behnam","raw_affiliation_strings":["University of Illinois,Dept. of Electrical & Computer Engineering,Chicago,IL,USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois,Dept. of Electrical & Computer Engineering,Chicago,IL,USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023899176","display_name":"Amirhosein Gohari","orcid":"https://orcid.org/0000-0002-0725-5757"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amirhosein Gohari","raw_affiliation_strings":["University of Illinois,Dept. of Electrical & Computer Engineering,Chicago,IL,USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois,Dept. of Electrical & Computer Engineering,Chicago,IL,USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029630831","display_name":"Mohammad B. Shadmand","orcid":"https://orcid.org/0000-0002-3950-8640"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad B. Shadmand","raw_affiliation_strings":["University of Illinois,Dept. of Electrical & Computer Engineering,Chicago,IL,USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois,Dept. of Electrical & Computer Engineering,Chicago,IL,USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056037710","display_name":"Serta\u00e7 Bayhan","orcid":"https://orcid.org/0000-0003-2027-532X"},"institutions":[{"id":"https://openalex.org/I4210144839","display_name":"Hamad bin Khalifa University","ror":"https://ror.org/03eyq4y97","country_code":"QA","type":"education","lineage":["https://openalex.org/I4210144839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Sertac Bayhan","raw_affiliation_strings":["Hamad Bin Khalifa University,Qatar Environment and Energy Research Institute,Doha,Qatar"],"affiliations":[{"raw_affiliation_string":"Hamad Bin Khalifa University,Qatar Environment and Energy Research Institute,Doha,Qatar","institution_ids":["https://openalex.org/I4210144839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010833171","display_name":"Haitham Abu\u2010Rub","orcid":"https://orcid.org/0000-0001-8687-3942"},"institutions":[{"id":"https://openalex.org/I58152225","display_name":"Texas A&M University at Qatar","ror":"https://ror.org/03vb4dm14","country_code":"QA","type":"education","lineage":["https://openalex.org/I58152225","https://openalex.org/I91045830"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Haitham Abu-Rub","raw_affiliation_strings":["Texas A&M University at Qatar,Dept. of Electrical & Computer Engineering,Doha,Qatar"],"affiliations":[{"raw_affiliation_string":"Texas A&M University at Qatar,Dept. of Electrical & Computer Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I58152225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5116570138"],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":0.8878,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75755525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13183","display_name":"Islanding Detection in Power Systems","score":0.9753999710083008,"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/T13183","display_name":"Islanding Detection in Power Systems","score":0.9753999710083008,"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/T10972","display_name":"Power Systems Fault Detection","score":0.9513999819755554,"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/T10740","display_name":"Wind Turbine Control Systems","score":0.9460999965667725,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6494020819664001},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5876443386077881},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5457332730293274},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.44274425506591797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24683693051338196},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0719141960144043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6494020819664001},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5876443386077881},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5457332730293274},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.44274425506591797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24683693051338196},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0719141960144043},{"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},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon55916.2024.10905921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon55916.2024.10905921","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332753","display_name":"Qatar National Research Fund","ror":"https://ror.org/01svaqq28"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1504052325","https://openalex.org/W1982588147","https://openalex.org/W2104195154","https://openalex.org/W2112242185","https://openalex.org/W2490563851","https://openalex.org/W2963848936","https://openalex.org/W2969375711","https://openalex.org/W2996323006","https://openalex.org/W3033928040","https://openalex.org/W3082086559","https://openalex.org/W3204174786","https://openalex.org/W3211278672","https://openalex.org/W3211889702","https://openalex.org/W4200141451","https://openalex.org/W4210399280","https://openalex.org/W4213074684","https://openalex.org/W4213446603","https://openalex.org/W4287834138","https://openalex.org/W4292387460","https://openalex.org/W4293812068","https://openalex.org/W4387005700"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Grid-forming":[0],"inverters":[1,174],"(GFMIs)":[2],"are":[3,25,163,181],"promising":[4],"solutions":[5],"for":[6,23,27,90],"voltage":[7],"and":[8,75,94,112,122,143,157,196],"frequency":[9,148,200],"support":[10],"in":[11,38,191,205],"upcoming":[12],"power":[13,124,142],"electronics-dominated":[14],"grids":[15],"(PEDG).":[16],"However,":[17],"current":[18],"state-of-the-art":[19],"decentralized":[20,33,85],"control":[21,34,70],"schemes":[22,35,71],"GFMIs":[24,47,64,102,162],"designed":[26],"operation":[28,169],"under":[29],"normal":[30],"conditions.":[31],"These":[32],"could":[36,65],"result":[37],"an":[39],"adverse":[40,199],"dynamic":[41,61,99],"response":[42,62,100],"if":[43],"a":[44,58,84,105,206],"cluster":[45],"of":[46,53,63,101,131,160,170,173,187,198],"network":[48,172],"disconnects":[49],"from":[50],"the":[51,54,77,98,114,129,132,147,152,161,171,185,188,192],"rest":[52],"grid":[55,133],"due":[56],"to":[57,96,128,145,166,183],"fault.":[59],"The":[60,155],"be":[66],"improved":[67],"with":[68],"coordinated":[69],"which":[72],"require":[73],"communication":[74,106],"make":[76],"system":[78],"more":[79],"complex.":[80],"This":[81],"paper":[82],"proposes":[83],"Artificial":[86],"Intelligence":[87],"(AI)-based":[88],"method":[89,190],"online":[91],"fault":[92],"detection":[93],"localization":[95],"enhance":[97],"without":[103],"using":[104],"layer.":[107],"Each":[108],"GFMI":[109,138],"will":[110],"detect":[111],"localize":[113],"line":[115,135,153,176,203],"tripping":[116,204],"based":[117],"on":[118],"its":[119,140],"output":[120],"active":[121],"reactive":[123],"measurement.":[125],"Then,":[126],"according":[127],"topology":[130],"after":[134,175,202],"tripping,":[136],"each":[137],"updates":[139],"nominal":[141],"inertia":[144,156],"suppress":[146],"transient":[149,201],"caused":[150],"by":[151],"tripping.":[154,177],"damping":[158],"factor":[159],"then":[164],"recalculated":[165],"ensure":[167],"optimal":[168],"Several":[178],"case":[179],"studies":[180],"presented":[182],"validate":[184],"effectiveness":[186],"proposed":[189],"timely":[193],"detection,":[194],"localization,":[195],"mitigation":[197],"communication-less":[207],"manner.":[208]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}