{"id":"https://openalex.org/W4200362498","doi":"https://doi.org/10.1109/isgteurope52324.2021.9640135","title":"Safe Flexibility in Active Distribution Grids: A Practical Data-Driven Approach","display_name":"Safe Flexibility in Active Distribution Grids: A Practical Data-Driven Approach","publication_year":2021,"publication_date":"2021-10-18","ids":{"openalex":"https://openalex.org/W4200362498","doi":"https://doi.org/10.1109/isgteurope52324.2021.9640135"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope52324.2021.9640135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope52324.2021.9640135","pdf_url":null,"source":{"id":"https://openalex.org/S4363605480","display_name":"2021 IEEE PES Innovative Smart Grid Technologies 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":"2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/20.500.14279/30484","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038638408","display_name":"Stavros Karagiannopoulos","orcid":"https://orcid.org/0000-0002-0135-2230"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Stavros Karagiannopoulos","raw_affiliation_strings":["EEH - Power Systems Laboratory, ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EEH - Power Systems Laboratory, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013476904","display_name":"Petros Aristidou","orcid":"https://orcid.org/0000-0003-4429-0225"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Petros Aristidou","raw_affiliation_strings":["Computer Engineering & Informatics, Cyprus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering & Informatics, Cyprus","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067973270","display_name":"Hanmin Cai","orcid":"https://orcid.org/0000-0001-7435-0239"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanmin Cai","raw_affiliation_strings":["Urban Energy Systems Laboratory, D\u00fcbendorf, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Urban Energy Systems Laboratory, D\u00fcbendorf, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069545422","display_name":"Philipp Heer","orcid":"https://orcid.org/0000-0003-2999-5753"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Philipp Heer","raw_affiliation_strings":["Urban Energy Systems Laboratory, D\u00fcbendorf, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Urban Energy Systems Laboratory, D\u00fcbendorf, Switzerland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029570783","display_name":"Gabriela Hug","orcid":"https://orcid.org/0000-0002-4312-616X"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gabriela Hug","raw_affiliation_strings":["EEH - Power Systems Laboratory, ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EEH - Power Systems Laboratory, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.23223397,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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/T10454","display_name":"Optimal Power Flow Distribution","score":1.0,"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/T10454","display_name":"Optimal Power Flow Distribution","score":1.0,"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/T10603","display_name":"Smart Grid Energy Management","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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.6997771859169006},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.68124920129776},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6629104614257812},{"id":"https://openalex.org/keywords/distributed-generation","display_name":"Distributed generation","score":0.6205719709396362},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.596366822719574},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5522520542144775},{"id":"https://openalex.org/keywords/observability","display_name":"Observability","score":0.5236244797706604},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.506421685218811},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.45974522829055786},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43278712034225464},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.20810282230377197},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20414012670516968}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6997771859169006},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.68124920129776},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6629104614257812},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.6205719709396362},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.596366822719574},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5522520542144775},{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.5236244797706604},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.506421685218811},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.45974522829055786},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43278712034225464},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.20810282230377197},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20414012670516968},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isgteurope52324.2021.9640135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope52324.2021.9640135","pdf_url":null,"source":{"id":"https://openalex.org/S4363605480","display_name":"2021 IEEE PES Innovative Smart Grid Technologies 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":"2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe)","raw_type":"proceedings-article"},{"id":"pmh:oai:dora:empa_29479","is_oa":false,"landing_page_url":"https://www.dora.lib4ri.ch/empa/islandora/object/empa%3A29479","pdf_url":null,"source":{"id":"https://openalex.org/S4306401298","display_name":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71824836","host_organization_name":"Swiss Federal Laboratories for Materials Science and Technology","host_organization_lineage":["https://openalex.org/I71824836"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe 2021)","raw_type":"Proceedings Paper"},{"id":"pmh:oai:ktisis.cut.ac.cy:20.500.14279/30484","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.14279/30484","pdf_url":null,"source":{"id":"https://openalex.org/S4306400897","display_name":"Ktisis at Cyprus University of Technology (Cyprus University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I163151358","host_organization_name":"Cyprus University of Technology","host_organization_lineage":["https://openalex.org/I163151358"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Papers"}],"best_oa_location":{"id":"pmh:oai:ktisis.cut.ac.cy:20.500.14279/30484","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.14279/30484","pdf_url":null,"source":{"id":"https://openalex.org/S4306400897","display_name":"Ktisis at Cyprus University of Technology (Cyprus University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I163151358","host_organization_name":"Cyprus University of Technology","host_organization_lineage":["https://openalex.org/I163151358"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2014798826","https://openalex.org/W2153332004","https://openalex.org/W2158698691","https://openalex.org/W2171033594","https://openalex.org/W2181900758","https://openalex.org/W2343711956","https://openalex.org/W2542143421","https://openalex.org/W2565898372","https://openalex.org/W2724266916","https://openalex.org/W2759018988","https://openalex.org/W2908613949","https://openalex.org/W2922251527","https://openalex.org/W2950988665","https://openalex.org/W3045421609","https://openalex.org/W3098010617","https://openalex.org/W3105577550","https://openalex.org/W6744764230","https://openalex.org/W6764514029"],"related_works":["https://openalex.org/W2046459260","https://openalex.org/W2765830098","https://openalex.org/W2967463586","https://openalex.org/W2074679142","https://openalex.org/W1971989957","https://openalex.org/W2517338020","https://openalex.org/W3157641275","https://openalex.org/W25930971","https://openalex.org/W2593427583","https://openalex.org/W2136076430"],"abstract_inverted_index":{"Distributed":[0],"energy":[1],"resources":[2],"(DERs),":[3],"such":[4,37],"as":[5,38],"photovoltaic":[6],"units,":[7],"wind":[8],"turbines":[9],"and":[10,109,145],"batteries,":[11],"are":[12,73],"able":[13],"to":[14,26,59,89,129],"increase":[15],"operational":[16,94],"flexibility":[17,95],"in":[18,34,44,55],"Distribution":[19],"Networks":[20],"(DNs)":[21],"that":[22,65],"can":[23],"be":[24,68],"used":[25,128],"resolve":[27],"power":[28],"quality":[29],"issues.":[30],"Furthermore,":[31],"the":[32,39,92,98,102,137,143],"advances":[33],"metering":[35],"infrastructure,":[36],"roll-out":[40],"of":[41,51,104,136],"smart":[42],"meters":[43],"many":[45],"countries":[46],"worldwide,":[47],"provides":[48],"better":[49],"observability":[50],"DNs.":[52],"However,":[53],"DERs":[54],"DNs":[56],"usually":[57],"belong":[58],"different":[60],"stakeholders":[61],"with":[62],"alternative":[63],"objectives":[64,103],"might":[66],"even":[67],"conflicting":[69],"(e.g.,":[70],"grid":[71,113],"constraints":[72,132],"not":[74],"considered":[75],"by":[76],"all).":[77],"This":[78],"paper":[79],"presents":[80],"a":[81,86,112,123],"practical":[82],"approach,":[83],"based":[84],"on":[85],"data-driven":[87],"scheme,":[88],"safely":[90],"use":[91],"DER":[93],"and,":[96],"at":[97],"same":[99],"time,":[100],"respect":[101],"individual":[105],"households,":[106],"network":[107,131],"operators,":[108],"aggregators.":[110],"First,":[111],"health":[114],"estimator":[115],"is":[116,127,140],"constructed":[117],"using":[118,142],"Support-Vector":[119],"Machines":[120],"(SVM).":[121],"Then,":[122],"real-time":[124],"modification":[125],"signal":[126],"alleviate":[130],"violations.":[133],"The":[134],"performance":[135],"proposed":[138],"algorithm":[139],"demonstrated":[141],"MV":[144],"LV":[146],"European":[147],"benchmark":[148],"grids.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2025-10-10T00:00:00"}
