{"id":"https://openalex.org/W4310175027","doi":"https://doi.org/10.1109/isgt-europe54678.2022.9960583","title":"Reinforcement Learning-assisted Controller Parameterization based on Improving Oscillatory Stability in Converter-Dominant Power System","display_name":"Reinforcement Learning-assisted Controller Parameterization based on Improving Oscillatory Stability in Converter-Dominant Power System","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4310175027","doi":"https://doi.org/10.1109/isgt-europe54678.2022.9960583"},"language":"en","primary_location":{"id":"doi:10.1109/isgt-europe54678.2022.9960583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe54678.2022.9960583","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/A5102006161","display_name":"Hui Cai","orcid":"https://orcid.org/0000-0002-1784-7211"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Hui Cai","raw_affiliation_strings":["Technische Universität Ilmenau,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universität Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101463785","display_name":"Xinya Song","orcid":"https://orcid.org/0000-0002-9841-2139"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xinya Song","raw_affiliation_strings":["Technische Universität Ilmenau,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universität Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089462461","display_name":"Teng Jiang","orcid":"https://orcid.org/0000-0002-3057-8511"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Teng Jiang","raw_affiliation_strings":["Technische Universität Ilmenau,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universität Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067259147","display_name":"Uwe Rade","orcid":null},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Uwe Rade","raw_affiliation_strings":["Technische Universität Ilmenau,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universität Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009816456","display_name":"Steffen Schlegel","orcid":"https://orcid.org/0000-0001-7928-6096"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steffen Schlegel","raw_affiliation_strings":["Technische Universität Ilmenau,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universität Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075014321","display_name":"Dirk Westermann","orcid":"https://orcid.org/0000-0003-1103-206X"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dirk Westermann","raw_affiliation_strings":["Technische Universität Ilmenau,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universität Ilmenau,Germany","institution_ids":["https://openalex.org/I119449181"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102006161"],"corresponding_institution_ids":["https://openalex.org/I119449181"],"apc_list":null,"apc_paid":null,"fwci":0.3539,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45520728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"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/T10223","display_name":"Microgrid Control and Optimization","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/T10223","display_name":"Microgrid Control and Optimization","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":0.9855999946594238,"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/T11102","display_name":"HVDC Systems and Fault Protection","score":0.9682000279426575,"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/control-theory","display_name":"Control theory (sociology)","score":0.8310936689376831},{"id":"https://openalex.org/keywords/converters","display_name":"Converters","score":0.7646896839141846},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.7332563996315002},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.7018483877182007},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6574533581733704},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6479807496070862},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.5546577572822571},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5459985733032227},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4745248854160309},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.45932289958000183},{"id":"https://openalex.org/keywords/oscillation","display_name":"Oscillation (cell signaling)","score":0.43499094247817993},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.3271334171295166},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.32201647758483887},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2629551291465759},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2389417290687561},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13504180312156677},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09248083829879761}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.8310936689376831},{"id":"https://openalex.org/C2778422915","wikidata":"https://www.wikidata.org/wiki/Q10302051","display_name":"Converters","level":3,"score":0.7646896839141846},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.7332563996315002},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.7018483877182007},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6574533581733704},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6479807496070862},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.5546577572822571},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5459985733032227},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4745248854160309},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.45932289958000183},{"id":"https://openalex.org/C2778439541","wikidata":"https://www.wikidata.org/wiki/Q7106412","display_name":"Oscillation (cell signaling)","level":2,"score":0.43499094247817993},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.3271334171295166},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.32201647758483887},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2629551291465759},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2389417290687561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13504180312156677},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09248083829879761},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt-europe54678.2022.9960583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe54678.2022.9960583","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":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W142350477","https://openalex.org/W2072743307","https://openalex.org/W2124074876","https://openalex.org/W2129669526","https://openalex.org/W2341309155","https://openalex.org/W2504050334","https://openalex.org/W2739403162","https://openalex.org/W2748641914","https://openalex.org/W2787814693","https://openalex.org/W2793745738","https://openalex.org/W2887856154","https://openalex.org/W2989719520","https://openalex.org/W3016876851","https://openalex.org/W3019123671","https://openalex.org/W3028811630","https://openalex.org/W3036368626","https://openalex.org/W3048465714","https://openalex.org/W3098595443","https://openalex.org/W3115755810","https://openalex.org/W3132116430","https://openalex.org/W4206262260","https://openalex.org/W6605769811"],"related_works":["https://openalex.org/W2153719181","https://openalex.org/W1971748923","https://openalex.org/W1566155057","https://openalex.org/W2060986072","https://openalex.org/W2052574922","https://openalex.org/W64588465","https://openalex.org/W3120641340","https://openalex.org/W2117825986","https://openalex.org/W3134067061","https://openalex.org/W2017883776"],"abstract_inverted_index":{"Due":[0],"to":[1,20,92],"the":[2,7,14,39,54,73,88,94,106,120,123,127,138],"cascade":[3],"control":[4],"loop":[5],"in":[6,87],"single":[8],"converter":[9,30],"and":[10,36,85,126,135],"interactions":[11],"among":[12],"converters,":[13],"converter-based":[15],"system":[16,91,95],"is":[17,60,117],"more":[18],"likely":[19],"become":[21],"unstable.":[22],"The":[23],"general":[24],"controller":[25,51,81,121],"parameterization":[26,52,141],"methods":[27],"for":[28],"a":[29,47,70,78,114],"are":[31,83,133],"based":[32],"on":[33],"its":[34],"parameters":[35,82],"states.":[37,130],"Considering":[38],"possible":[40],"oscillation":[41],"effect":[42],"from":[43],"other":[44],"converters":[45],"nearby,":[46],"new":[48],"procedure":[49],"of":[50,56,75,80],"with":[53,137],"help":[55],"reinforcement":[57],"learning":[58],"(RL)":[59],"then":[61],"proposed.":[62],"By":[63],"setting":[64],"an":[65,76,101],"oscillatory":[66,96],"stability":[67,107,124],"indicator":[68,102],"as":[69],"reward":[71],"during":[72],"training":[74],"RL-agent,":[77],"set":[79],"calculated":[84],"applied":[86],"converter-dominant":[89],"power":[90],"improve":[93],"stability.":[97],"To":[98],"this":[99],"end,":[100],"that":[103],"can":[104],"represent":[105],"margin":[108],"should":[109],"be":[110],"first":[111],"selected.":[112],"Afterwards,":[113],"mathematical":[115],"relationship":[116],"constructed":[118],"between":[119],"parameters,":[122],"indicator,":[125],"current":[128],"observed":[129],"Experimental":[131],"results":[132],"presented":[134],"compared":[136],"standard":[139],"analytical":[140],"method.":[142]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}