{"id":"https://openalex.org/W4399527172","doi":"https://doi.org/10.1109/tsg.2024.3408640","title":"Real-Time Robust State Estimation for Large-Scale Low-Observability Power-Transportation System Based on Meta Physics-Informed Graph TimesNet","display_name":"Real-Time Robust State Estimation for Large-Scale Low-Observability Power-Transportation System Based on Meta Physics-Informed Graph TimesNet","publication_year":2024,"publication_date":"2024-06-11","ids":{"openalex":"https://openalex.org/W4399527172","doi":"https://doi.org/10.1109/tsg.2024.3408640"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2024.3408640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3408640","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/A5052638080","display_name":"Shijie Li","orcid":"https://orcid.org/0009-0002-2320-2791"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shijie Li","raw_affiliation_strings":["School of Future Technology, South China University of Technology, Guangzhou, China","School of Future Technology, South China University of Technology, China"],"raw_orcid":"https://orcid.org/0009-0002-2320-2791","affiliations":[{"raw_affiliation_string":"School of Future Technology, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Future Technology, South China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Weijian Li","orcid":"https://orcid.org/0009-0006-1660-0301"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijian Li","raw_affiliation_strings":["School of Future Technology, South China University of Technology, Guangzhou, China","School of Future Technology, South China University of Technology, China"],"raw_orcid":"https://orcid.org/0009-0006-1660-0301","affiliations":[{"raw_affiliation_string":"School of Future Technology, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Future Technology, South China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103009389","display_name":"L. Chen","orcid":"https://orcid.org/0009-0002-3555-3433"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lulu Chen","raw_affiliation_strings":["School of Future Technology, South China University of Technology, Guangzhou, China","School of Future Technology, South China University of Technology, China"],"raw_orcid":"https://orcid.org/0009-0002-3555-3433","affiliations":[{"raw_affiliation_string":"School of Future Technology, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Future Technology, South China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015746960","display_name":"Huaiguang Jiang","orcid":"https://orcid.org/0000-0002-0634-3085"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaiguang Jiang","raw_affiliation_strings":["School of Future Technology, South China University of Technology, Guangzhou, China","School of Future Technology, South China University of Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-0634-3085","affiliations":[{"raw_affiliation_string":"School of Future Technology, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Future Technology, South China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-6908-2671"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["School of Electrical Engineering and Automation, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-6908-2671","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Automation, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102774911","display_name":"Wenzhong Gao","orcid":"https://orcid.org/0000-0002-4034-2932"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Wenzhong Gao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Denver, Denver, CO, USA","Department of Electrical and Computer Engineering, University of Denver, Denver, Colorado, USA"],"raw_orcid":"https://orcid.org/0000-0002-4034-2932","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Denver, Denver, CO, USA","institution_ids":["https://openalex.org/I131651094"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Denver, Denver, Colorado, USA","institution_ids":["https://openalex.org/I131651094"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5052638080"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":5.6711,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.96620038,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"15","issue":"6","first_page":"5500","last_page":"5513"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14276","display_name":"Power Systems and Technologies","score":0.8751999735832214,"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/T14276","display_name":"Power Systems and Technologies","score":0.8751999735832214,"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/observability","display_name":"Observability","score":0.9446370601654053},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5281223058700562},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.46101605892181396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4551837146282196},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4336293935775757},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4208594560623169},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42056751251220703},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29945820569992065},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29861462116241455},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.22813564538955688},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20791840553283691},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16908341646194458},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.14312946796417236},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.14194020628929138}],"concepts":[{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.9446370601654053},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5281223058700562},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.46101605892181396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4551837146282196},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4336293935775757},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4208594560623169},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42056751251220703},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29945820569992065},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29861462116241455},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.22813564538955688},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20791840553283691},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16908341646194458},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.14312946796417236},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.14194020628929138},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2024.3408640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2024.3408640","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/G1566093411","display_name":null,"funder_award_id":"2023ZYGXZR105","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1964419379","https://openalex.org/W2030932322","https://openalex.org/W2091201647","https://openalex.org/W2157331557","https://openalex.org/W2194775991","https://openalex.org/W2343215087","https://openalex.org/W2401066155","https://openalex.org/W2559962737","https://openalex.org/W2754252319","https://openalex.org/W2890369708","https://openalex.org/W2900620189","https://openalex.org/W2901504064","https://openalex.org/W2912753047","https://openalex.org/W2913997161","https://openalex.org/W2965341826","https://openalex.org/W2967200523","https://openalex.org/W2983172253","https://openalex.org/W2990884906","https://openalex.org/W2995617405","https://openalex.org/W2997848713","https://openalex.org/W3010852232","https://openalex.org/W3018855003","https://openalex.org/W3020265068","https://openalex.org/W3035965352","https://openalex.org/W3062991227","https://openalex.org/W3080253043","https://openalex.org/W3124053204","https://openalex.org/W3156580661","https://openalex.org/W4236073413","https://openalex.org/W4294691187","https://openalex.org/W4379116801","https://openalex.org/W4382449675","https://openalex.org/W4384519352","https://openalex.org/W4385223461","https://openalex.org/W4385245566","https://openalex.org/W4392943164","https://openalex.org/W6726873649","https://openalex.org/W6780221082","https://openalex.org/W6845625448"],"related_works":["https://openalex.org/W2046459260","https://openalex.org/W2765830098","https://openalex.org/W2967463586","https://openalex.org/W1971989957","https://openalex.org/W2517338020","https://openalex.org/W3157641275","https://openalex.org/W4312300846","https://openalex.org/W1548241120","https://openalex.org/W2766609574","https://openalex.org/W2143621160"],"abstract_inverted_index":{"The":[0,85,148,191],"ever-increasing":[1],"penetration":[2],"of":[3,63,73,81,90,112,193,209,220],"Electric":[4],"Vehicles":[5],"(EVs)":[6],"has":[7,200],"emerged":[8],"as":[9,66,68,97,157,175],"an":[10,103],"evident":[11],"challenge":[12],"within":[13],"the":[14,29,34,39,60,64,70,74,79,98,109,113,131,141,158,161,217],"Power":[15],"Distribution":[16,20],"System":[17,21],"(PDS).":[18],"Existing":[19],"State":[22],"Estimation":[23],"(DSSE)":[24],"models":[25],"are":[26,138,155,223],"constrained":[27],"by":[28,124],"low-observability":[30],"and":[31,95,153,163,213],"often":[32],"neglect":[33],"spatio-temporal":[35,71,110],"correlations":[36,72],"inherent":[37],"in":[38,207],"PDS.":[40],"To":[41],"address":[42],"this,":[43],"our":[44,116,194],"study":[45,117],"proposes":[46],"a":[47,88,91,119,125,178],"robust":[48],"learning":[49,121],"architecture":[50],"named":[51],"meta":[52,126],"physics-informed":[53,127],"graph":[54,92,128],"TimesNet":[55,96],"that":[56],"can":[57],"effectively":[58],"learn":[59],"evolving":[61],"topology":[62,120],"PDS,":[65],"well":[67],"capture":[69,108],"PDS":[75,114,162],"state,":[76,115],"even":[77],"under":[78],"condition":[80],"limited":[82],"data":[83],"availability.":[84],"model":[86,196],"leverages":[87],"combination":[89],"convolutional":[93],"network":[94],"foundational":[99],"modules":[100],"for":[101,160],"constructing":[102],"encoder-decoder":[104,132],"framework.":[105,133],"Furthermore,":[106],"to":[107,144,202],"heterogeneity":[111],"inserts":[118],"module":[122],"driven":[123],"bank":[129],"into":[130],"Subsequently,":[134],"power":[135,143],"flow":[136],"calculations":[137],"performed":[139],"on":[140,197],"predicted":[142],"reduce":[145],"error":[146],"accumulation.":[147],"IEEE":[149],"8500-node":[150],"test":[151],"feeder":[152],"UTD19":[154],"utilized":[156],"datasets":[159],"urban":[164],"transportation":[165],"system,":[166],"respectively.":[167],"By":[168],"using":[169],"42":[170],"electric":[171],"vehicle":[172],"charging":[173],"stations":[174],"coupling":[176],"points,":[177],"novel":[179],"large-scale":[180],"power-transportation":[181],"coupled":[182],"system":[183],"dataset":[184,199],"is":[185],"constructed":[186],"through":[187],"multi-source":[188],"information":[189],"fusion.":[190],"performance":[192],"proposed":[195],"this":[198],"shown":[201],"surpass":[203],"existing":[204],"DSSE":[205],"methods":[206],"terms":[208],"accuracy":[210],"(MAPE,":[211],"etc.)":[212],"effectiveness,":[214],"particularly":[215],"considering":[216],"increasing":[218],"prevalence":[219],"EVs.":[221],"Codes":[222],"available":[224],"at":[225],"<uri":[226],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[227],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/lishijie15/MPGTN-for-DSSE</uri>.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":6}],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2025-10-10T00:00:00"}