{"id":"https://openalex.org/W4310175029","doi":"https://doi.org/10.1109/isgt-europe54678.2022.9960520","title":"An adaptive Subgrid Identification Strategy for Future Medium Voltage Smart Grids based on Machine Learning","display_name":"An adaptive Subgrid Identification Strategy for Future Medium Voltage Smart Grids based on Machine Learning","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4310175029","doi":"https://doi.org/10.1109/isgt-europe54678.2022.9960520"},"language":"en","primary_location":{"id":"doi:10.1109/isgt-europe54678.2022.9960520","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe54678.2022.9960520","pdf_url":null,"source":{"id":"https://openalex.org/S4363608096","display_name":"2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","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/A5017121619","display_name":"Frederik Puhe","orcid":null},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Frederik Puhe","raw_affiliation_strings":["Westnetz GmbH / TU Dortmund University,Institute of Energy Systems, Energy Efficiency and Energy Economics,Department Technology,Dortmund,Germany","Department Technology, Institute of Energy Systems, Energy Efficiency and Energy Economics, Westnetz GmbH / TU Dortmund University, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"Westnetz GmbH / TU Dortmund University,Institute of Energy Systems, Energy Efficiency and Energy Economics,Department Technology,Dortmund,Germany","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"Department Technology, Institute of Energy Systems, Energy Efficiency and Energy Economics, Westnetz GmbH / TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028841407","display_name":"Christian Rehtanz","orcid":"https://orcid.org/0000-0002-8134-6841"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Rehtanz","raw_affiliation_strings":["TU Dortmund University,Institute of Energy Systems, Energy Efficiency and Energy Economics,Dortmund,Germany","Institute of Energy Systems, Energy Efficiency and Energy Economics, TU Dortmund University, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University,Institute of Energy Systems, Energy Efficiency and Energy Economics,Dortmund,Germany","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"Institute of Energy Systems, Energy Efficiency and Energy Economics, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017121619"],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":null,"apc_paid":null,"fwci":0.3219,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43468151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"23","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13183","display_name":"Islanding Detection in Power Systems","score":0.9926999807357788,"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":0.9926999807357788,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9855999946594238,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/smart-grid","display_name":"Smart grid","score":0.7116459608078003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6399848461151123},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5998092889785767},{"id":"https://openalex.org/keywords/islanding","display_name":"Islanding","score":0.58586585521698},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5574359893798828},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5559942126274109},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5175939798355103},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.43921029567718506},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41202616691589355},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.38158655166625977},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28194648027420044},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.21069607138633728},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.166852205991745},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.12254053354263306}],"concepts":[{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.7116459608078003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6399848461151123},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5998092889785767},{"id":"https://openalex.org/C2778675665","wikidata":"https://www.wikidata.org/wiki/Q1308552","display_name":"Islanding","level":4,"score":0.58586585521698},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5574359893798828},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5559942126274109},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5175939798355103},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.43921029567718506},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41202616691589355},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.38158655166625977},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28194648027420044},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.21069607138633728},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.166852205991745},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.12254053354263306},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt-europe54678.2022.9960520","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe54678.2022.9960520","pdf_url":null,"source":{"id":"https://openalex.org/S4363608096","display_name":"2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.800000011920929,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1498085349","https://openalex.org/W1987288681","https://openalex.org/W2046864925","https://openalex.org/W2152103457","https://openalex.org/W2803625868","https://openalex.org/W3092156824","https://openalex.org/W3210270067","https://openalex.org/W4288062385"],"related_works":["https://openalex.org/W1919764652","https://openalex.org/W2367043281","https://openalex.org/W2900401842","https://openalex.org/W2408640829","https://openalex.org/W2901294470","https://openalex.org/W2620854628","https://openalex.org/W3162299619","https://openalex.org/W2902528286","https://openalex.org/W1974318379","https://openalex.org/W2768554084"],"abstract_inverted_index":{"This":[0,58],"paper":[1],"proposes":[2],"a":[3,28,37,105,113,119],"novel":[4,114],"strategy":[5,102],"for":[6,74],"adaptive":[7],"autonomous":[8],"identification":[9,101],"of":[10,31,41,65,97,121],"subgrids":[11,78],"in":[12,85,104,108],"medium":[13],"voltage":[14],"(MV)":[15],"smart":[16,111,122],"grids.":[17],"The":[18],"algorithm":[19],"is":[20,45],"based":[21,117],"on":[22,118],"machine":[23],"learning.":[24],"In":[25],"contrast":[26],"to":[27,54,71,87],"intended":[29],"islanding":[30],"grids,":[32,112],"the":[33,49,63,66,72,91,95,99],"term":[34],"subgrid":[35,100],"describes":[36],"subordinate":[38],"energy":[39],"system":[40,68],"indeterminate":[42],"size,":[43],"which":[44],"physically":[46],"isolated":[47],"from":[48,90],"interconnected":[50],"grid":[51,123],"and":[52,76,83],"continues":[53],"operate":[55],"after":[56],"disconnection.":[57],"process":[59,116],"takes":[60],"place":[61],"outside":[62],"control":[64],"distribution":[67],"operator.":[69],"Due":[70],"risks":[73],"people":[75],"equipment,":[77],"must":[79],"be":[80],"identified":[81],"reliably":[82],"quickly":[84],"order":[86],"disconnect":[88],"them":[89],"power":[92],"supply.":[93],"With":[94],"purpose":[96],"executing":[98],"(SIS)":[103],"scalable":[106],"manner":[107],"future":[109],"MV":[110],"engineering":[115],"virtualisation":[120],"services":[124],"has":[125],"been":[126],"developed.":[127]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
