{"id":"https://openalex.org/W4411203279","doi":"https://doi.org/10.1109/tsg.2025.3578842","title":"RoadPowerFM: Graphormer-JEPA-Based Foundation Model for Road-Power Coupling Network","display_name":"RoadPowerFM: Graphormer-JEPA-Based Foundation Model for Road-Power Coupling Network","publication_year":2025,"publication_date":"2025-06-11","ids":{"openalex":"https://openalex.org/W4411203279","doi":"https://doi.org/10.1109/tsg.2025.3578842"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2025.3578842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2025.3578842","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/A5117435590","display_name":"Zeyuan Niu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zeyuan Niu","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0002-1008-2399","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102021157","display_name":"Yihong Tang","orcid":"https://orcid.org/0000-0002-3684-3072"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yihong Tang","raw_affiliation_strings":["Department of Civil Engineering, McGill University, Montreal, QC, Canada","Department of Civil Engineering, McGill University, Montreal, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3684-3072","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"Department of Civil Engineering, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101507824","display_name":"Jiamei Li","orcid":"https://orcid.org/0000-0002-4742-5140"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiamei Li","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-4742-5140","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017997744","display_name":"Qian Ai","orcid":"https://orcid.org/0000-0001-6904-1458"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Ai","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-6904-1458","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100637068","display_name":"Xing He","orcid":"https://orcid.org/0000-0002-2527-7423"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing He","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2527-7423","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5117435590"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.3062,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81366604,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"16","issue":"5","first_page":"4004","last_page":"4014"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14276","display_name":"Power Systems and Technologies","score":0.9564999938011169,"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":0.9564999938011169,"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9516000151634216,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9347000122070312,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.6170550584793091},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5056061744689941},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.5011756420135498},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.45403313636779785},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.42526185512542725},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36270618438720703},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.28503483533859253},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.21385377645492554},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08846709132194519}],"concepts":[{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.6170550584793091},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5056061744689941},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.5011756420135498},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.45403313636779785},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.42526185512542725},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36270618438720703},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.28503483533859253},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.21385377645492554},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08846709132194519},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2025.3578842","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2025.3578842","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/G6672363446","display_name":null,"funder_award_id":"2021YFB2401203","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1536680647","https://openalex.org/W2068730032","https://openalex.org/W2091085232","https://openalex.org/W2131681506","https://openalex.org/W2194775991","https://openalex.org/W2255466643","https://openalex.org/W2494925922","https://openalex.org/W2528101458","https://openalex.org/W2728781281","https://openalex.org/W2764039295","https://openalex.org/W2765386553","https://openalex.org/W2901504064","https://openalex.org/W2931846999","https://openalex.org/W2938932713","https://openalex.org/W2963608065","https://openalex.org/W2998702685","https://openalex.org/W3003503702","https://openalex.org/W3012871709","https://openalex.org/W3035725276","https://openalex.org/W3045202147","https://openalex.org/W3084079520","https://openalex.org/W3110160337","https://openalex.org/W3172698735","https://openalex.org/W4214684804","https://openalex.org/W4220961503","https://openalex.org/W4221146484","https://openalex.org/W4285125904","https://openalex.org/W4285820850","https://openalex.org/W4294310789","https://openalex.org/W4306955484","https://openalex.org/W4307958658","https://openalex.org/W4313131118","https://openalex.org/W4365143687","https://openalex.org/W4382365356","https://openalex.org/W4384561707","https://openalex.org/W4385245566","https://openalex.org/W4386076428","https://openalex.org/W4387431532","https://openalex.org/W4387527414","https://openalex.org/W4388469846","https://openalex.org/W4391136507","https://openalex.org/W4392172689","https://openalex.org/W4394013752","https://openalex.org/W4396716309","https://openalex.org/W4398204142","https://openalex.org/W4400679912","https://openalex.org/W4401045962","https://openalex.org/W4402215553","https://openalex.org/W4403126983","https://openalex.org/W4403977002","https://openalex.org/W4404782864","https://openalex.org/W4406208390","https://openalex.org/W4408011469","https://openalex.org/W6738964360","https://openalex.org/W6760001035","https://openalex.org/W6767278793","https://openalex.org/W6796581206","https://openalex.org/W6800751262","https://openalex.org/W6804049574","https://openalex.org/W6857679862","https://openalex.org/W6869436066","https://openalex.org/W6873892727"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2381393187","https://openalex.org/W2332779545","https://openalex.org/W2358060160","https://openalex.org/W2035483685","https://openalex.org/W1969764885","https://openalex.org/W596947562","https://openalex.org/W2793937822","https://openalex.org/W2790817834","https://openalex.org/W2777605427"],"abstract_inverted_index":{"Coupling":[0],"effects":[1],"in":[2,66],"road-power":[3,17],"coupling":[4],"networks":[5],"(RPCNs)":[6],"attract":[7],"increasing":[8],"attention,":[9],"as":[10,50,70],"they":[11],"are":[12],"crucial":[13],"for":[14],"addressing":[15],"the":[16,22,90],"intertwined":[18],"challenges":[19],"caused":[20],"by":[21,56,105],"rapid":[23],"growth":[24],"of":[25,109,111],"electric":[26],"vehicles":[27],"(EVs).":[28],"To":[29],"solve":[30],"these":[31],"challenges,":[32],"this":[33],"paper,":[34],"based":[35],"on":[36,86],"Graphormer":[37],"and":[38,80,98],"Joint-Embedding":[39],"Predictive":[40],"Architecture":[41],"(JEPA),":[42],"proposes":[43],"a":[44,51],"road":[45],"power":[46],"foundation":[47],"model":[48],"(RPFM)":[49],"generic":[52,97],"solution.":[53],"Our":[54],"RPFM,":[55],"employing":[57],"graph-pretraining":[58],"methods":[59],"to":[60,95],"bridge":[61],"RPCNs,":[62],"demonstrates":[63],"exceptional":[64],"performance":[65,101],"downstream":[67,103],"tasks":[68,104],"such":[69],"EV":[71],"Charging":[72],"Station":[73],"(EVCS)":[74],"Load":[75],"Prediction,":[76,79],"Road":[77],"Traffic":[78],"EVCS":[81],"Location":[82],"Planning.":[83],"By":[84],"experimenting":[85],"real":[87],"world":[88],"dataset,":[89],"proposed":[91],"methodology":[92],"is":[93],"proved":[94],"be":[96],"achieves":[99],"state-of-the-art":[100],"across":[102],"improving":[106],"an":[107],"average":[108],"7.53%":[110],"baseline":[112],"models\u2019":[113],"performance.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
