{"id":"https://openalex.org/W4413926187","doi":"https://doi.org/10.1109/tsg.2025.3605467","title":"Physics-Informed Domain Adaptation for Electrical Energy Monitoring","display_name":"Physics-Informed Domain Adaptation for Electrical Energy Monitoring","publication_year":2025,"publication_date":"2025-09-02","ids":{"openalex":"https://openalex.org/W4413926187","doi":"https://doi.org/10.1109/tsg.2025.3605467"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2025.3605467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2025.3605467","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/A5055612111","display_name":"Aaron W. Langham","orcid":"https://orcid.org/0000-0002-9977-2080"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aaron W. Langham","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9977-2080","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090118711","display_name":"Thomas C. Krause","orcid":"https://orcid.org/0000-0003-3079-2662"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas C. Krause","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3079-2662","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090151020","display_name":"Steven B. Leeb","orcid":"https://orcid.org/0000-0002-3856-6005"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven B. Leeb","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3856-6005","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055612111"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21052612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"1","first_page":"704","last_page":"714"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9128999710083008,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9128999710083008,"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/adaptation","display_name":"Adaptation (eye)","score":0.59836745262146},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4687279462814331},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4605371952056885},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39999863505363464},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3992108702659607},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3827153742313385},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.32680562138557434},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2863178849220276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11410614848136902}],"concepts":[{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.59836745262146},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4687279462814331},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4605371952056885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39999863505363464},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3992108702659607},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3827153742313385},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.32680562138557434},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2863178849220276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11410614848136902},{"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2025.3605467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2025.3605467","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/G1691583381","display_name":null,"funder_award_id":"N00014-24-1-2484","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"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":34,"referenced_works":["https://openalex.org/W1479651931","https://openalex.org/W1497768933","https://openalex.org/W1996944908","https://openalex.org/W2035398862","https://openalex.org/W2044857874","https://openalex.org/W2066525309","https://openalex.org/W2123910460","https://openalex.org/W2128078163","https://openalex.org/W2150376968","https://openalex.org/W2151109389","https://openalex.org/W2325097803","https://openalex.org/W2912412749","https://openalex.org/W2953171230","https://openalex.org/W3001280569","https://openalex.org/W3046192825","https://openalex.org/W3092609815","https://openalex.org/W3118220005","https://openalex.org/W3169907473","https://openalex.org/W3181227279","https://openalex.org/W3190034924","https://openalex.org/W3203788068","https://openalex.org/W4245763221","https://openalex.org/W4251818744","https://openalex.org/W4283397047","https://openalex.org/W4285114834","https://openalex.org/W4293704735","https://openalex.org/W4294067768","https://openalex.org/W4310934169","https://openalex.org/W4361857523","https://openalex.org/W4375852175","https://openalex.org/W4386065209","https://openalex.org/W4393034199","https://openalex.org/W4403023971","https://openalex.org/W4407691066"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2997567050","https://openalex.org/W1483272040","https://openalex.org/W4283377908","https://openalex.org/W1526712007","https://openalex.org/W1533421371","https://openalex.org/W2003050223","https://openalex.org/W2091777911","https://openalex.org/W2766405861","https://openalex.org/W4394775207"],"abstract_inverted_index":{"Changing":[0],"grid":[1],"conditions":[2],"challenge":[3],"modeling":[4],"assumptions":[5],"for":[6,89,97],"power":[7],"systems.":[8,38],"For":[9],"example,":[10],"electrical":[11,109,121],"signatures":[12],"may":[13],"differ":[14],"between":[15],"\u201cislanded\u201d":[16],"and":[17,26,52,80],"\u201cgrid-connected\u201d":[18],"modes":[19],"of":[20,43,54,57,108],"a":[21,86,126],"microgrid\u2019s":[22],"operation.":[23],"Unmodeled":[24],"variance":[25],"shifts":[27],"in":[28,120],"data":[29],"distributions":[30],"confound":[31],"data-driven":[32,55],"techniques":[33,70,114],"that":[34,64,112],"model":[35],"practical":[36],"physical":[37],"With":[39],"proper":[40],"preprocessing,":[41],"knowledge":[42],"the":[44,50],"system\u2019s":[45],"underlying":[46],"physics":[47],"can":[48,115],"guide":[49],"training":[51],"use":[53],"models":[56],"load":[58,81],"behavior":[59],"to":[60,128],"provide":[61,71],"domain":[62,92],"adaptation":[63,69,93],"\u201cundoes\u201d":[65],"these":[66,113],"effects.":[67],"These":[68],"greater":[72],"feature":[73],"space":[74],"separability,":[75],"enabling":[76],"better":[77],"visualization,":[78],"clustering,":[79],"identification.":[82],"This":[83],"work":[84],"presents":[85],"general":[87],"technique":[88],"deploying":[90],"physics-informed":[91],"on":[94],"monitoring":[95],"systems":[96],"microgrids":[98],"with":[99],"evolving":[100],"voltage":[101],"conditions.":[102],"Case":[103],"studies":[104],"across":[105],"multiple":[106],"types":[107],"loads":[110],"demonstrate":[111],"remove":[116],"significant":[117],"standard":[118],"deviation":[119],"features,":[122],"ranging":[123],"here":[124],"from":[125],"37.8%":[127],"89%":[129],"reduction.":[130]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}