{"id":"https://openalex.org/W2990180382","doi":"https://doi.org/10.1109/isgteurope.2019.8905476","title":"A Hybrid Approach for Microgrid Protection System Based on Neural Network and Fuzzy Logic","display_name":"A Hybrid Approach for Microgrid Protection System Based on Neural Network and Fuzzy Logic","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2990180382","doi":"https://doi.org/10.1109/isgteurope.2019.8905476","mag":"2990180382"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope.2019.8905476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2019.8905476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","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/A5003024103","display_name":"Matin Jamaliyan Daryani","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Matin Jamaliyan Daryani","raw_affiliation_strings":["Istanbul Technical University,Dep. of Electrical engineering,Istanbul,Turkey","Dep. of Electrical engineering, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Dep. of Electrical engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Dep. of Electrical engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070279922","display_name":"Alireza Esmaeili Karkevandi","orcid":null},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Esmaeili Karkevandi","raw_affiliation_strings":["Tarbiat Modares University,Dep. of Electrical engineering,Tehran,Iran","Dep. of Electrical engineering, Tarbiat Modares University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tarbiat Modares University,Dep. of Electrical engineering,Tehran,Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"Dep. of Electrical engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050334732","display_name":"\u00d6mer Usta","orcid":"https://orcid.org/0000-0003-0800-6872"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Omer Usta","raw_affiliation_strings":["Istanbul Technical University,Dep. of Electrical engineering,Istanbul,Turkey","Dep. of Electrical engineering, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istanbul Technical University,Dep. of Electrical engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Dep. of Electrical engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6324,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90641308,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994999766349792,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9797000288963318,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.9675055742263794},{"id":"https://openalex.org/keywords/relay","display_name":"Relay","score":0.7345901727676392},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.6669008731842041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6584155559539795},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5638686418533325},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5494968295097351},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5009870529174805},{"id":"https://openalex.org/keywords/power-system-protection","display_name":"Power-system protection","score":0.4973011314868927},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.49112460017204285},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.4689103364944458},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.44308358430862427},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.43954458832740784},{"id":"https://openalex.org/keywords/protective-relay","display_name":"Protective relay","score":0.42149579524993896},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.40190649032592773},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.339703768491745},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26963162422180176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21178293228149414},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.16244760155677795},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.1569766402244568},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.10578939318656921}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.9675055742263794},{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.7345901727676392},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.6669008731842041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6584155559539795},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5638686418533325},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5494968295097351},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5009870529174805},{"id":"https://openalex.org/C38361682","wikidata":"https://www.wikidata.org/wiki/Q1756067","display_name":"Power-system protection","level":4,"score":0.4973011314868927},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.49112460017204285},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.4689103364944458},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.44308358430862427},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.43954458832740784},{"id":"https://openalex.org/C2412688","wikidata":"https://www.wikidata.org/wiki/Q503732","display_name":"Protective relay","level":4,"score":0.42149579524993896},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.40190649032592773},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.339703768491745},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26963162422180176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21178293228149414},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.16244760155677795},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.1569766402244568},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.10578939318656921},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isgteurope.2019.8905476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2019.8905476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/34686","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/34686","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1489718105","https://openalex.org/W1967227842","https://openalex.org/W2019207321","https://openalex.org/W2056644507","https://openalex.org/W2073283302","https://openalex.org/W2081078577","https://openalex.org/W2089488675","https://openalex.org/W2091786736","https://openalex.org/W2095082954","https://openalex.org/W2137528640","https://openalex.org/W2155891432","https://openalex.org/W2472968732","https://openalex.org/W2533194502","https://openalex.org/W2785422148","https://openalex.org/W6664735416","https://openalex.org/W6672926244"],"related_works":["https://openalex.org/W2542276659","https://openalex.org/W2096076908","https://openalex.org/W2142546680","https://openalex.org/W2024510398","https://openalex.org/W121693806","https://openalex.org/W2066056667","https://openalex.org/W4205372965","https://openalex.org/W1940961591","https://openalex.org/W2545557497","https://openalex.org/W2115583009"],"abstract_inverted_index":{"With":[0],"the":[1,12,20,25,32,46,49,60,63,82,85,96,106,128,134],"increased":[2],"penetration":[3],"of":[4,24,52,68],"distributed":[5],"generations":[6],"(DGs)":[7],"for":[8,88,113,142],"local":[9],"generation":[10],"in":[11,19,31,48,62,70,84],"microgrids,":[13],"it":[14],"brings":[15],"about":[16],"a":[17],"change":[18],"fault":[21,93],"current":[22],"level":[23],"system":[26,108],"and":[27,54,75,90,138],"causes":[28],"different":[29,143],"challenges":[30],"conventional":[33],"protection":[34,41,78,115,120],"systems.":[35],"This":[36],"necessitates":[37],"an":[38],"effective":[39,56],"adaptive":[40],"strategy":[42,102],"that":[43],"can":[44],"capture":[45],"changes":[47,61,83],"dynamic":[50],"structure":[51,131],"microgrid":[53,135],"takes":[55],"decisions":[57],"according":[58],"to":[59,73,92,117],"network":[64],"conditions.":[65,144],"In":[66,105],"view":[67],"that,":[69,127],"this":[71],"paper,":[72],"adaptively":[74],"optimally":[76],"adjust":[77],"settings":[79],"consistent":[80],"with":[81],"network's":[86],"scenarios":[87],"prior":[89],"subsequent":[91],"occurrence":[94],"periods,":[95],"Adaptive":[97],"Neuro-Fuzzy":[98],"Interfaced":[99],"System":[100],"(ANFIS)":[101],"is":[103,110],"employed.":[104],"proposed":[107],"there":[109],"sufficient":[111],"intelligence":[112],"every":[114],"relay":[116],"intelligently":[118],"adapt":[119],"settings.":[121],"The":[122],"simulation":[123],"case":[124],"studies":[125],"verify":[126],"developed":[129],"intelligent":[130],"carefully":[132],"tracks":[133],"changeable":[136],"condition":[137],"shows":[139],"acceptable":[140],"performance":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}