{"id":"https://openalex.org/W4387042333","doi":"https://doi.org/10.1109/access.2023.3319553","title":"Short-Term Load Forecasting Based on Data Decomposition and Dynamic Correlation","display_name":"Short-Term Load Forecasting Based on Data Decomposition and Dynamic Correlation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387042333","doi":"https://doi.org/10.1109/access.2023.3319553"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3319553","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2023.3319553","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10264095.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10264095.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062105127","display_name":"Min Wang","orcid":"https://orcid.org/0000-0001-7961-2576"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I3132238960","display_name":"Institute of Electrical and Electronics Engineers","ror":"https://ror.org/01n002310","country_code":"US","type":"education","lineage":["https://openalex.org/I3132238960"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Min Wang","raw_affiliation_strings":["College of Energy and Electrical Engineering, Hohai University, Nanjing, China","(Graduate Student Member, IEEE)","(Graduate Student Member, IEEE) College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China"],"raw_orcid":"https://orcid.org/0000-0001-7961-2576","affiliations":[{"raw_affiliation_string":"College of Energy and Electrical Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"(Graduate Student Member, IEEE)","institution_ids":["https://openalex.org/I3132238960"]},{"raw_affiliation_string":"(Graduate Student Member, IEEE) College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013066390","display_name":"Fanglin Zuo","orcid":"https://orcid.org/0000-0001-9034-0081"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanglin Zuo","raw_affiliation_strings":["College of Energy and Electrical Engineering, Hohai University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-9034-0081","affiliations":[{"raw_affiliation_string":"College of Energy and Electrical Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013456366","display_name":"Chao Wu","orcid":"https://orcid.org/0000-0001-7185-7376"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I3132238960","display_name":"Institute of Electrical and Electronics Engineers","ror":"https://ror.org/01n002310","country_code":"US","type":"education","lineage":["https://openalex.org/I3132238960"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Chao Wu","raw_affiliation_strings":["College of Energy and Electrical Engineering, Hohai University, Nanjing, China","(Graduate Student Member, IEEE)","(Graduate Student Member, IEEE) College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China"],"raw_orcid":"https://orcid.org/0000-0001-7185-7376","affiliations":[{"raw_affiliation_string":"College of Energy and Electrical Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"(Graduate Student Member, IEEE)","institution_ids":["https://openalex.org/I3132238960"]},{"raw_affiliation_string":"(Graduate Student Member, IEEE) College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101712142","display_name":"Zixuan Yu","orcid":"https://orcid.org/0000-0002-1235-7299"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I3132238960","display_name":"Institute of Electrical and Electronics Engineers","ror":"https://ror.org/01n002310","country_code":"US","type":"education","lineage":["https://openalex.org/I3132238960"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zixuan Yu","raw_affiliation_strings":["College of Energy and Electrical Engineering, Hohai University, Nanjing, China","(Graduate Student Member, IEEE)","(Graduate Student Member, IEEE) College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Energy and Electrical Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"(Graduate Student Member, IEEE)","institution_ids":["https://openalex.org/I3132238960"]},{"raw_affiliation_string":"(Graduate Student Member, IEEE) College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400885","display_name":"Yuan Chen","orcid":"https://orcid.org/0000-0001-9059-3839"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I3132238960","display_name":"Institute of Electrical and Electronics Engineers","ror":"https://ror.org/01n002310","country_code":"US","type":"education","lineage":["https://openalex.org/I3132238960"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yuan Chen","raw_affiliation_strings":["College of Energy and Electrical Engineering, Hohai University, Nanjing, China","(Graduate Student Member, IEEE) College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China","(Graduate Student Member, IEEE)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Energy and Electrical Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"(Graduate Student Member, IEEE) College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"(Graduate Student Member, IEEE)","institution_ids":["https://openalex.org/I3132238960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102017231","display_name":"Huilin Wang","orcid":"https://orcid.org/0000-0002-5277-4070"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I3132238960","display_name":"Institute of Electrical and Electronics Engineers","ror":"https://ror.org/01n002310","country_code":"US","type":"education","lineage":["https://openalex.org/I3132238960"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Huilin Wang","raw_affiliation_strings":["College of Energy and Electrical Engineering, Hohai University, Nanjing, China","(Graduate Student Member, IEEE)","(Graduate Student Member, IEEE) College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Energy and Electrical Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"(Graduate Student Member, IEEE)","institution_ids":["https://openalex.org/I3132238960"]},{"raw_affiliation_string":"(Graduate Student Member, IEEE) College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China","institution_ids":["https://openalex.org/I163340411"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2323,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51706904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"11","issue":null,"first_page":"107297","last_page":"107308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998000264167786,"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":0.9998000264167786,"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/T12451","display_name":"Smart Grid and Power Systems","score":0.9929999709129333,"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/T14392","display_name":"Geoscience and Mining Technology","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/correlation","display_name":"Correlation","score":0.7215874195098877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7094500064849854},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5954169631004333},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5599377751350403},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5164230465888977},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.42047086358070374},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.38530033826828003},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3610963225364685},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3376030921936035},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3205364942550659},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15546119213104248}],"concepts":[{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.7215874195098877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7094500064849854},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5954169631004333},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5599377751350403},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5164230465888977},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.42047086358070374},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.38530033826828003},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3610963225364685},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3376030921936035},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3205364942550659},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15546119213104248},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3319553","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2023.3319553","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10264095.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:43bf8afc58b8423cb27bff661e09de86","is_oa":true,"landing_page_url":"https://doaj.org/article/43bf8afc58b8423cb27bff661e09de86","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 107297-107308 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3319553","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2023.3319553","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10264095.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387042333.pdf","grobid_xml":"https://content.openalex.org/works/W4387042333.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1974086622","https://openalex.org/W2007221293","https://openalex.org/W2009465763","https://openalex.org/W2165627882","https://openalex.org/W2342107842","https://openalex.org/W2349336549","https://openalex.org/W2470033598","https://openalex.org/W2568902374","https://openalex.org/W2605549949","https://openalex.org/W2738112840","https://openalex.org/W2748388862","https://openalex.org/W2754252319","https://openalex.org/W2764791077","https://openalex.org/W2772084711","https://openalex.org/W2890096158","https://openalex.org/W2903802301","https://openalex.org/W2918930847","https://openalex.org/W2944741149","https://openalex.org/W2969340403","https://openalex.org/W3046667168","https://openalex.org/W3090661556","https://openalex.org/W3095034766","https://openalex.org/W3126238986","https://openalex.org/W3187996717","https://openalex.org/W4307265270"],"related_works":["https://openalex.org/W42295635","https://openalex.org/W1973996291","https://openalex.org/W2751256511","https://openalex.org/W2330575325","https://openalex.org/W4388747848","https://openalex.org/W1597785538","https://openalex.org/W2163803519","https://openalex.org/W2497592525","https://openalex.org/W2382521298","https://openalex.org/W2491804929"],"abstract_inverted_index":{"The":[0,60],"load":[1,27,102,127],"in":[2],"the":[3,13,67,79,100,110,114,119],"power":[4,144],"grid":[5],"is":[6],"often":[7],"affected":[8],"by":[9],"many":[10],"factors,":[11],"and":[12,35,65,90,109,126,128],"coupling":[14],"relationship":[15],"among":[16],"them":[17],"changes":[18],"dynamically":[19],"with":[20,49,134],"time.":[21],"This":[22],"study":[23],"proposed":[24,61,115],"a":[25,36,139],"short-term":[26,38],"forecasting":[28],"technique":[29],"based":[30],"on":[31,55],"time":[32],"pattern":[33],"attention":[34],"long":[37],"memory":[39],"network":[40],"considering":[41],"time-dependent":[42],"intrinsic":[43],"cross-correlation":[44],"(TDICC)":[45],"for":[46,106,143],"smart":[47],"grids":[48],"massive":[50],"amounts":[51],"of":[52,71,81],"data.":[53],"Based":[54],"source-load":[56],"dynamic":[57,69,97,120],"correlation":[58,70,82,121],"analysis,":[59,108],"TDICC":[62],"to":[63,87,94],"track":[64],"correct":[66],"multi-timescale":[68,96],"two":[72],"signal":[73],"overruns":[74],"or":[75],"lags,":[76],"which":[77,137],"realizes":[78],"transformation":[80],"description":[83],"from":[84],"two-dimensional":[85],"space":[86,89],"three-dimensional":[88],"expands":[91],"its":[92],"ability":[93],"describe":[95],"correlation.":[98],"Finally,":[99],"actual":[101],"data":[103],"are":[104],"used":[105],"example":[107],"results":[111],"show":[112],"that":[113],"method":[116],"can":[117],"tap":[118],"between":[122],"multiple":[123],"influencing":[124],"factors":[125],"has":[129],"higher":[130],"prediction":[131],"accuracy":[132],"compared":[133],"other":[135],"models,":[136],"provides":[138],"more":[140],"accurate":[141],"database":[142],"system":[145],"dispatching.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-19T04:01:09.351973","created_date":"2025-10-10T00:00:00"}
