{"id":"https://openalex.org/W4402216215","doi":"https://doi.org/10.1109/tsg.2024.3448460","title":"Enhancing Transient Dynamics Stabilization in Islanded Microgrids Through Adaptive and Hierarchical Data-Driven Predictive Droop Control","display_name":"Enhancing Transient Dynamics Stabilization in Islanded Microgrids Through Adaptive and Hierarchical Data-Driven Predictive Droop Control","publication_year":2024,"publication_date":"2024-09-04","ids":{"openalex":"https://openalex.org/W4402216215","doi":"https://doi.org/10.1109/tsg.2024.3448460"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2024.3448460","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3448460","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-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/A5079759418","display_name":"Apoorva Nandakumar","orcid":"https://orcid.org/0009-0003-4064-3123"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Apoorva Nandakumar","raw_affiliation_strings":["Department of Electrical Engineering, The Pennsylvania State University, University Park, PA, USA"],"raw_orcid":"https://orcid.org/0009-0003-4064-3123","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, The Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042967962","display_name":"Yan Li","orcid":"https://orcid.org/0000-0003-4140-1911"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Li","raw_affiliation_strings":["Department of Electrical Engineering, The Pennsylvania State University, University Park, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-4140-1911","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, The Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013789785","display_name":"Zhe Xu","orcid":"https://orcid.org/0000-0002-0440-0912"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhe Xu","raw_affiliation_strings":["Department of Aerospace and Mechanical Engineering, School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, USA","Department of Aerospace and Mechanical Engineering in the School for Engineering of Matter, Transport and Energy at Arizona State University, Tempe, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace and Mechanical Engineering, School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Department of Aerospace and Mechanical Engineering in the School for Engineering of Matter, Transport and Energy at Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069630107","display_name":"Daning Huang","orcid":"https://orcid.org/0000-0001-7049-3494"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daning Huang","raw_affiliation_strings":["Department of Aerospace Engineering, The Pennsylvania State University, University Park, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, The Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079759418"],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":3.7863,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93809707,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"16","issue":"1","first_page":"396","last_page":"410"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9980000257492065,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9969000220298767,"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/voltage-droop","display_name":"Voltage droop","score":0.7919639348983765},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7730081081390381},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.6791709661483765},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6645830273628235},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5374067425727844},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.5107653141021729},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5051758885383606},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4476173520088196},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4440799653530121},{"id":"https://openalex.org/keywords/transient-analysis","display_name":"Transient analysis","score":0.4252655804157257},{"id":"https://openalex.org/keywords/microgrid","display_name":"Microgrid","score":0.4124520421028137},{"id":"https://openalex.org/keywords/transient-response","display_name":"Transient response","score":0.34967780113220215},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3319518566131592},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.18294882774353027},{"id":"https://openalex.org/keywords/voltage-regulator","display_name":"Voltage regulator","score":0.17087018489837646},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11511796712875366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10986936092376709}],"concepts":[{"id":"https://openalex.org/C40760162","wikidata":"https://www.wikidata.org/wiki/Q10920295","display_name":"Voltage droop","level":4,"score":0.7919639348983765},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7730081081390381},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.6791709661483765},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6645830273628235},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5374067425727844},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.5107653141021729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5051758885383606},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4476173520088196},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4440799653530121},{"id":"https://openalex.org/C2989121073","wikidata":"https://www.wikidata.org/wiki/Q1309019","display_name":"Transient analysis","level":3,"score":0.4252655804157257},{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.4124520421028137},{"id":"https://openalex.org/C85761212","wikidata":"https://www.wikidata.org/wiki/Q1974593","display_name":"Transient response","level":2,"score":0.34967780113220215},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3319518566131592},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.18294882774353027},{"id":"https://openalex.org/C110706871","wikidata":"https://www.wikidata.org/wiki/Q851210","display_name":"Voltage regulator","level":3,"score":0.17087018489837646},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11511796712875366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10986936092376709},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2024.3448460","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3448460","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.5,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G2994940420","display_name":null,"funder_award_id":"DMS-2229435","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4861880263","display_name":null,"funder_award_id":"N00014- 22-1-2504","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G794629063","display_name":null,"funder_award_id":"N00014-22-1-2504","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1482857137","https://openalex.org/W1654140683","https://openalex.org/W1971115921","https://openalex.org/W1999016870","https://openalex.org/W2001965107","https://openalex.org/W2014944805","https://openalex.org/W2062140163","https://openalex.org/W2160093062","https://openalex.org/W2169054779","https://openalex.org/W2239232218","https://openalex.org/W2498792844","https://openalex.org/W2501615791","https://openalex.org/W2549918624","https://openalex.org/W2554426752","https://openalex.org/W2568898540","https://openalex.org/W2591914489","https://openalex.org/W2600949469","https://openalex.org/W2739569697","https://openalex.org/W2768748954","https://openalex.org/W2806251783","https://openalex.org/W2806694114","https://openalex.org/W2906083622","https://openalex.org/W2914134759","https://openalex.org/W2952672134","https://openalex.org/W2965287654","https://openalex.org/W2981442964","https://openalex.org/W2985942842","https://openalex.org/W2992833799","https://openalex.org/W3097536895","https://openalex.org/W3107034996","https://openalex.org/W3158954568","https://openalex.org/W3183550685","https://openalex.org/W3189009452","https://openalex.org/W3193969739","https://openalex.org/W3207471124","https://openalex.org/W3216335550","https://openalex.org/W4210720128","https://openalex.org/W4294691034","https://openalex.org/W4312324178","https://openalex.org/W4312556620","https://openalex.org/W4312580211","https://openalex.org/W4313000529","https://openalex.org/W4372055494","https://openalex.org/W4389372031","https://openalex.org/W6746731892"],"related_works":["https://openalex.org/W2349700491","https://openalex.org/W3132792237","https://openalex.org/W3132497606","https://openalex.org/W4210526872","https://openalex.org/W2168694011","https://openalex.org/W2973159757","https://openalex.org/W2996701762","https://openalex.org/W2316958959","https://openalex.org/W3174436460","https://openalex.org/W2056500914"],"abstract_inverted_index":{"The":[0,82,179],"transient":[1,39],"dynamics":[2,40],"of":[3,15,37,76,149,170,176,181],"microgrids":[4,158,171],"is":[5,64,86,134,185,197],"primarily":[6],"impacted":[7],"by":[8,50,204],"low-inertia":[9],"power":[10],"electronic":[11],"interfaces,":[12],"energy":[13,17],"generation":[14],"distributed":[16],"resources":[18],"(DERs),":[19],"load":[20,125],"demand":[21],"fluctuations,":[22],"and":[23,129,152,162,168],"the":[24,35,38,48,52,73,77,90,112,147,165,182,194,205],"control":[25,93,99,107,155],"strategies":[26,156],"employed":[27],"for":[28,47,66,108,157],"system":[29,67],"integration.":[30],"This":[31],"paper":[32,189],"focuses":[33],"on":[34],"enhancement":[36],"to":[41,95,145,160],"achieve":[42],"a":[43,173],"stable":[44],"steady-state":[45],"operation":[46],"microgrid":[49,78,117],"minimizing":[51],"overall":[53],"islanded":[54],"system\u2019s":[55],"frequency":[56,109],"deviations.":[57],"A":[58],"modularized":[59],"physics-informed":[60],"sparse":[61],"identification":[62,68],"technique":[63],"developed":[65,195],"that":[69,101],"can":[70,102],"accurately":[71],"predict":[72],"future":[74],"states":[75],"with":[79,104,190],"interconnected":[80],"DERs.":[81],"data-driven":[83,150],"prediction":[84],"model":[85,91],"then":[87],"incorporated":[88],"into":[89],"predictive":[92],"framework":[94],"generate":[96],"an":[97],"optimal":[98],"input":[100],"augment":[103],"conventional":[105],"droop":[106],"stabilization.":[110],"Given":[111],"inherent":[113],"fluctuations":[114],"in":[115,137,187,199],"typical":[116],"operations,":[118],"stemming":[119],"from":[120],"factors":[121],"such":[122],"as":[123],"varying":[124],"demands,":[126],"weather":[127],"conditions,":[128],"other":[130],"variables,":[131],"reachability":[132],"analysis":[133],"also":[135],"performed":[136],"this":[138,188],"work.":[139],"By":[140],"doing":[141],"so,":[142],"we":[143],"aim":[144],"facilitate":[146],"design":[148],"models":[151],"implement":[153],"effective":[154],"subject":[159],"disturbances,":[161],"thus,":[163],"ensuring":[164],"safety,":[166],"reliability,":[167],"efficiency":[169],"across":[172],"wide":[174],"range":[175],"operating":[177],"conditions.":[178],"effectiveness":[180],"proposed":[183],"approaches":[184],"verified":[186],"numerical":[191],"examples":[192],"where":[193],"controller":[196],"tested":[198],"various":[200],"worst-case":[201],"scenarios":[202],"generated":[203],"reachable":[206],"set":[207],"computation.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}