{"id":"https://openalex.org/W4214670148","doi":"https://doi.org/10.1109/tii.2022.3154467","title":"Real-Time Corporate Carbon Footprint Estimation Methodology Based on Appliance Identification","display_name":"Real-Time Corporate Carbon Footprint Estimation Methodology Based on Appliance Identification","publication_year":2022,"publication_date":"2022-02-25","ids":{"openalex":"https://openalex.org/W4214670148","doi":"https://doi.org/10.1109/tii.2022.3154467"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3154467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3154467","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5101462397","display_name":"Guolong Liu","orcid":"https://orcid.org/0000-0002-3726-4216"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guolong Liu","raw_affiliation_strings":["School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China","Shenzhen Institute of Artificial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-3726-4216","affiliations":[{"raw_affiliation_string":"School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"Shenzhen Institute of Artificial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101860008","display_name":"Jinjie Liu","orcid":"https://orcid.org/0000-0001-6297-7640"},"institutions":[{"id":"https://openalex.org/I4210099586","display_name":"Shenzhen Research Institute of Big Data","ror":"https://ror.org/00z1gwf89","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099586"]},{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinjie Liu","raw_affiliation_strings":["School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China","Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-6297-7640","affiliations":[{"raw_affiliation_string":"School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924","https://openalex.org/I4210099586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065487554","display_name":"Junhua Zhao","orcid":"https://orcid.org/0000-0001-5446-2655"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhua Zhao","raw_affiliation_strings":["School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China","Shenzhen Institute of Artificial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-5446-2655","affiliations":[{"raw_affiliation_string":"School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]},{"raw_affiliation_string":"Shenzhen Institute of Artificial Intelligence and Robotics for Society, The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040046000","display_name":"Jing Qiu","orcid":"https://orcid.org/0000-0001-8507-0558"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jing Qiu","raw_affiliation_strings":["School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003636356","display_name":"Yiru Mao","orcid":"https://orcid.org/0000-0002-6392-3422"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiru Mao","raw_affiliation_strings":["School of Data Science, The Chinese University of Hong Kong, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6392-3422","affiliations":[{"raw_affiliation_string":"School of Data Science, The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002903901","display_name":"Zhenming Wu","orcid":"https://orcid.org/0000-0002-5660-2399"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanxin Wu","raw_affiliation_strings":["School of Data Science, The Chinese University of Hong Kong, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-5660-2399","affiliations":[{"raw_affiliation_string":"School of Data Science, The Chinese University of Hong Kong, Shenzhen, China","institution_ids":["https://openalex.org/I4210116924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085698673","display_name":"Fushuan Wen","orcid":"https://orcid.org/0000-0002-6838-2602"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fushuan Wen","raw_affiliation_strings":["School of Electrical Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6838-2602","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101462397"],"corresponding_institution_ids":["https://openalex.org/I4210116924"],"apc_list":null,"apc_paid":null,"fwci":6.6505,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":{"value":0.97588764,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"19","issue":"2","first_page":"1401","last_page":"1412"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9993000030517578,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9993000030517578,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10603","display_name":"Smart Grid Energy Management","score":0.9962999820709229,"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/carbon-footprint","display_name":"Carbon footprint","score":0.8448301553726196},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6541693210601807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6182793378829956},{"id":"https://openalex.org/keywords/greenhouse-gas","display_name":"Greenhouse gas","score":0.5792177319526672},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5217136740684509},{"id":"https://openalex.org/keywords/carbon-neutrality","display_name":"Carbon neutrality","score":0.5005595684051514},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.49948787689208984},{"id":"https://openalex.org/keywords/carbon-fibers","display_name":"Carbon fibers","score":0.43958595395088196},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.4130142033100128},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21497485041618347},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1301252543926239},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09393295645713806}],"concepts":[{"id":"https://openalex.org/C2780936489","wikidata":"https://www.wikidata.org/wiki/Q310667","display_name":"Carbon footprint","level":3,"score":0.8448301553726196},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6541693210601807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6182793378829956},{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.5792177319526672},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5217136740684509},{"id":"https://openalex.org/C126172416","wikidata":"https://www.wikidata.org/wiki/Q1774424","display_name":"Carbon neutrality","level":3,"score":0.5005595684051514},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.49948787689208984},{"id":"https://openalex.org/C140205800","wikidata":"https://www.wikidata.org/wiki/Q5860","display_name":"Carbon fibers","level":3,"score":0.43958595395088196},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4130142033100128},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21497485041618347},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1301252543926239},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09393295645713806},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2022.3154467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3154467","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2289803546","display_name":null,"funder_award_id":"72171206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2688703275","display_name":null,"funder_award_id":"72061147004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4642383249","display_name":null,"funder_award_id":"72192805","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6276318264","display_name":null,"funder_award_id":"71931003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1550220588","https://openalex.org/W1996944908","https://openalex.org/W2002623096","https://openalex.org/W2095705004","https://openalex.org/W2111459478","https://openalex.org/W2123070597","https://openalex.org/W2156536042","https://openalex.org/W2162772535","https://openalex.org/W2320346668","https://openalex.org/W2338255398","https://openalex.org/W2418133265","https://openalex.org/W2554485280","https://openalex.org/W2562983349","https://openalex.org/W2574554211","https://openalex.org/W2750345382","https://openalex.org/W2755146079","https://openalex.org/W2764060181","https://openalex.org/W2775252039","https://openalex.org/W2794754112","https://openalex.org/W2902358839","https://openalex.org/W2946749764","https://openalex.org/W2947692758","https://openalex.org/W2963846422","https://openalex.org/W2967660119","https://openalex.org/W2968181685","https://openalex.org/W2969466389","https://openalex.org/W3013150060","https://openalex.org/W3044994156","https://openalex.org/W3102259344","https://openalex.org/W3114856093","https://openalex.org/W3133846999","https://openalex.org/W3140350963","https://openalex.org/W3199873924","https://openalex.org/W4385245566","https://openalex.org/W6631190155","https://openalex.org/W6649617573","https://openalex.org/W6674330103","https://openalex.org/W6717057237","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2807875202","https://openalex.org/W2884626460","https://openalex.org/W4389871154","https://openalex.org/W4382583248","https://openalex.org/W2023474522","https://openalex.org/W2598763902","https://openalex.org/W4280635404","https://openalex.org/W4401029208","https://openalex.org/W4318071675","https://openalex.org/W4394573516"],"abstract_inverted_index":{"Achieving":[0],"carbon":[1,19,22,40,78,112,116,130],"neutrality":[2],"is":[3,26,59,66,99,118,149,169],"widely":[4],"recognized":[5],"as":[6],"the":[7,15,30,38,43,55,69,74,91,103,109,121,125,128,134,155,158,164,173,176,179,190],"key":[8],"measure":[9],"to":[10,35,72,101,153,172],"mitigate":[11],"climate":[12],"change.":[13],"As":[14],"basis":[16],"for":[17,68],"achieving":[18],"neutrality,":[20],"corporate":[21],"footprint":[23],"(CCF)":[24],"estimation":[25,44,57,64,188],"mainly":[27],"based":[28,89],"on":[29,90],"disclosed":[31],"information":[32],"of":[33,80,124,133,157,189],"corporates":[34],"roughly":[36],"estimate":[37,73],"direct":[39,75,111],"emission,":[41],"but":[42],"may":[45],"not":[46],"be":[47],"comprehensive,":[48],"timely,":[49],"and":[50,61,76,95,106,127,141,151,178,186],"accurate.":[51],"In":[52],"this":[53],"article,":[54],"CCF":[56],"problem":[58],"formulated":[60],"a":[62,184],"novel":[63],"methodology":[65],"proposed":[67,100,159,165,180],"first":[70],"time":[71],"indirect":[77,115],"emissions":[79],"factories":[81],"in":[82,175],"real":[83],"time.":[84],"An":[85],"appliance":[86,166],"identification":[87,167],"method":[88,168,181],"multihead":[92],"self-attention":[93],"mechanism":[94],"gated":[96],"recurrent":[97],"unit":[98],"identify":[102],"device":[104,142],"states,":[105],"then,":[107],"calculate":[108],"corresponding":[110],"emission.":[113],"The":[114],"emission":[117,131],"derived":[119],"from":[120,145],"electricity":[122],"consumption":[123],"factory":[126],"marginal":[129],"factor":[132],"connected":[135],"bus.":[136],"A":[137],"dataset":[138],"containing":[139],"load":[140],"state":[143],"data":[144],"six":[146],"different":[147],"industries":[148],"released":[150],"used":[152],"verify":[154],"effectiveness":[156],"method.":[160],"Experiments":[161],"show":[162],"that":[163],"significantly":[170],"superior":[171],"benchmarks":[174],"literature,":[177],"can":[182],"achieve":[183],"comprehensive":[185],"accurate":[187],"minute-level":[191],"CCF.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
