{"id":"https://openalex.org/W4385574855","doi":"https://doi.org/10.1109/tsg.2023.3301855","title":"An Improved Neural Lyapunov Method for Transient Stability Assessment of Networked Microgrids","display_name":"An Improved Neural Lyapunov Method for Transient Stability Assessment of Networked Microgrids","publication_year":2023,"publication_date":"2023-08-04","ids":{"openalex":"https://openalex.org/W4385574855","doi":"https://doi.org/10.1109/tsg.2023.3301855"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2023.3301855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2023.3301855","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/A5100704148","display_name":"Yunfei Liu","orcid":"https://orcid.org/0000-0002-5168-3978"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunfei Liu","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101732058","display_name":"Junran Zhang","orcid":"https://orcid.org/0000-0002-8035-8824"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junran Zhang","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351184","display_name":"Yan Liu","orcid":"https://orcid.org/0000-0003-4881-8429"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Liu","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101863984","display_name":"Mengling Yang","orcid":"https://orcid.org/0000-0001-8208-1091"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengling Yang","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636935","display_name":"Song Chen","orcid":"https://orcid.org/0009-0005-8915-9126"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Chen","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100747270","display_name":"Lijun Zhou","orcid":"https://orcid.org/0009-0003-6079-7349"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Zhou","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101657244","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-8333-0843"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100704148"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":2.9743,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.91330925,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"15","issue":"2","first_page":"1410","last_page":"1422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10223","display_name":"Microgrid Control and Optimization","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/T10223","display_name":"Microgrid Control and Optimization","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/T10305","display_name":"Power System Optimization and Stability","score":0.9990000128746033,"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":0.9966999888420105,"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":0.8041766881942749},{"id":"https://openalex.org/keywords/lyapunov-function","display_name":"Lyapunov function","score":0.7181590795516968},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6139994263648987},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6062701344490051},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5543180108070374},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.5291127562522888},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4615718126296997},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4582158923149109},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4420434534549713},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.43777844309806824},{"id":"https://openalex.org/keywords/lyapunov-stability","display_name":"Lyapunov stability","score":0.4226614832878113},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4134272038936615},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.40434780716896057},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31710320711135864},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16922330856323242}],"concepts":[{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.8041766881942749},{"id":"https://openalex.org/C60640748","wikidata":"https://www.wikidata.org/wiki/Q2337858","display_name":"Lyapunov function","level":3,"score":0.7181590795516968},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6139994263648987},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6062701344490051},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5543180108070374},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.5291127562522888},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4615718126296997},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4582158923149109},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4420434534549713},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.43777844309806824},{"id":"https://openalex.org/C2776829284","wikidata":"https://www.wikidata.org/wiki/Q1341651","display_name":"Lyapunov stability","level":3,"score":0.4226614832878113},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4134272038936615},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.40434780716896057},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31710320711135864},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16922330856323242},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2023.3301855","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2023.3301855","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":[],"awards":[{"id":"https://openalex.org/G6055026793","display_name":null,"funder_award_id":"52177104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G767941486","display_name":null,"funder_award_id":"Q1 YJ201911","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8911833265","display_name":null,"funder_award_id":"2022NSFSC1911","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1496681274","https://openalex.org/W1521492382","https://openalex.org/W1522301498","https://openalex.org/W1965640670","https://openalex.org/W1979170328","https://openalex.org/W2017718649","https://openalex.org/W2097501889","https://openalex.org/W2098890395","https://openalex.org/W2116846721","https://openalex.org/W2158976814","https://openalex.org/W2158985775","https://openalex.org/W2166280160","https://openalex.org/W2325551207","https://openalex.org/W2490563851","https://openalex.org/W2572181832","https://openalex.org/W2576210365","https://openalex.org/W2762654164","https://openalex.org/W2952105605","https://openalex.org/W2954646619","https://openalex.org/W2993645768","https://openalex.org/W3037593164","https://openalex.org/W3118009092","https://openalex.org/W3126685252","https://openalex.org/W3126871117","https://openalex.org/W3168801391","https://openalex.org/W3196789737","https://openalex.org/W3202431488","https://openalex.org/W4200204620","https://openalex.org/W4250589301","https://openalex.org/W6631190155","https://openalex.org/W6684633660","https://openalex.org/W6727685206","https://openalex.org/W6753691991","https://openalex.org/W6767081328","https://openalex.org/W6767277667"],"related_works":["https://openalex.org/W1574359403","https://openalex.org/W2057975886","https://openalex.org/W4308700935","https://openalex.org/W4210780382","https://openalex.org/W2356033827","https://openalex.org/W2391138633","https://openalex.org/W2907234787","https://openalex.org/W2534107666","https://openalex.org/W2117933783","https://openalex.org/W2560479139"],"abstract_inverted_index":{"The":[0,113,129,180],"transient":[1],"stability":[2],"analysis":[3,17],"(TSA)":[4],"of":[5,27,49,79,91,148,158],"power-electronics-interfaced":[6],"microgrids":[7,166],"has":[8],"a":[9,59,65,74,92,95],"vital":[10],"role":[11],"in":[12,39,151],"secure":[13],"system":[14,41],"operation.":[15],"Such":[16],"normally":[18],"entails":[19],"extremely":[20],"nonlinear":[21],"and":[22,43,52,94,125,169,194],"complex":[23],"dynamics.":[24],"Nearly":[25],"all":[26],"the":[28,40,70,81,88,100,105,117,122,137,140,145,177,184,188],"current":[29],"studies":[30,172],"have":[31,84],"addressed":[32],"this":[33,56,159],"problem":[34],"by":[35],"making":[36],"further":[37],"assumptions":[38],"dynamics,":[42],"there":[44],"remains":[45],"an":[46,50],"overall":[47],"lack":[48],"effective":[51],"general":[53],"solution.":[54],"Therefore,":[55],"paper":[57],"proposes":[58],"novel":[60],"neural":[61,111,131],"Lyapunov":[62,107,123,132],"framework":[63,89,186],"with":[64],"trial":[66],"solution":[67],"structure":[68],"for":[69,161],"TSA,":[71],"which":[72],"is":[73,198],"learning-based":[75],"approach.":[76],"On":[77],"top":[78],"that,":[80],"modules":[82],"that":[83,139],"been":[85],"included":[86],"within":[87],"consist":[90],"learning":[93,101,118],"falsification":[96,114],"module.":[97],"In":[98],"general,":[99],"module":[102,115],"iteratively":[103],"learns":[104],"candidate":[106],"functions":[108],"via":[109],"deep":[110],"networks.":[112],"guides":[116],"process":[119],"to":[120,135,153,175],"satisfy":[121],"conditions":[124],"guarantees":[126],"provable":[127],"stability.":[128,156],"learned":[130],"function":[133],"attempts":[134],"identify":[136],"disturbances":[138],"networked":[141,165],"microgrid":[142],"tolerates":[143],"through":[144],"estimated":[146],"region":[147],"attraction":[149],"(ROA)":[150],"addition":[152],"determining":[154],"large-signal":[155],"Applications":[157],"method":[160],"power":[162],"electronics":[163],"interfaced":[164],"are":[167,173],"presented":[168],"multiple":[170],"case":[171],"used":[174],"validate":[176],"suggested":[178,185],"strategy.":[179],"findings":[181],"demonstrate":[182],"how":[183],"expands":[187],"ROA":[189],"while":[190],"being":[191],"quick,":[192],"effective,":[193],"generalizable.":[195],"Our":[196],"model":[197],"open-sourced":[199],"at":[200],"<uri":[201],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[202],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/YunDuanFei/LVX</uri>":[203],".":[204]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":6}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}
