{"id":"https://openalex.org/W4406427567","doi":"https://doi.org/10.32604/cmc.2025.060230","title":"MACLSTM: A Weather Attributes Enabled Recurrent Approach to Appliance-Level Energy Consumption Forecasting","display_name":"MACLSTM: A Weather Attributes Enabled Recurrent Approach to Appliance-Level Energy Consumption Forecasting","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406427567","doi":"https://doi.org/10.32604/cmc.2025.060230"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2025.060230","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.060230","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-2/TSP_CMC_60230/TSP_CMC_60230.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-2/TSP_CMC_60230/TSP_CMC_60230.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101818901","display_name":"Shiliang Wu","orcid":"https://orcid.org/0000-0002-1383-4990"},"institutions":[{"id":"https://openalex.org/I4210118629","display_name":"NARI Group (China)","ror":"https://ror.org/02egn3136","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoxiong Wu","raw_affiliation_strings":["NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China","institution_ids":["https://openalex.org/I4210118629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021569445","display_name":"Feng Deng","orcid":"https://orcid.org/0000-0002-1381-0243"},"institutions":[{"id":"https://openalex.org/I4210118629","display_name":"NARI Group (China)","ror":"https://ror.org/02egn3136","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengping Deng","raw_affiliation_strings":["NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China","institution_ids":["https://openalex.org/I4210118629"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhongli Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118629","display_name":"NARI Group (China)","ror":"https://ror.org/02egn3136","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongli Tian","raw_affiliation_strings":["NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China","institution_ids":["https://openalex.org/I4210118629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102846081","display_name":"Hua Cai","orcid":"https://orcid.org/0000-0002-5895-1664"},"institutions":[{"id":"https://openalex.org/I4210118629","display_name":"NARI Group (China)","ror":"https://ror.org/02egn3136","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Cai","raw_affiliation_strings":["NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China","institution_ids":["https://openalex.org/I4210118629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003459439","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0001-5936-8457"},"institutions":[{"id":"https://openalex.org/I4210118629","display_name":"NARI Group (China)","ror":"https://ror.org/02egn3136","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":["NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China","institution_ids":["https://openalex.org/I4210118629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101613291","display_name":"Xu Xu","orcid":"https://orcid.org/0000-0001-9005-1466"},"institutions":[{"id":"https://openalex.org/I4210118629","display_name":"NARI Group (China)","ror":"https://ror.org/02egn3136","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Xu","raw_affiliation_strings":["NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China","institution_ids":["https://openalex.org/I4210118629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100313915","display_name":"Ruoxin Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118629","display_name":"NARI Group (China)","ror":"https://ror.org/02egn3136","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruoxin Li","raw_affiliation_strings":["NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China","institution_ids":["https://openalex.org/I4210118629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100697339","display_name":"Qi Liu","orcid":"https://orcid.org/0000-0003-4261-7095"},"institutions":[{"id":"https://openalex.org/I4210118629","display_name":"NARI Group (China)","ror":"https://ror.org/02egn3136","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Liu","raw_affiliation_strings":["NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NARI-TECH Nanjing Control System Co., Ltd., Nanjing, 211106, China 2 School of Software, Nanjing University of Information Science & Technology, Nanjing, 210044, China 3 Jiangsu Province Engineering Research Center of Advanced Computing and Intelligent Services, Nanjing, 210044, China","institution_ids":["https://openalex.org/I4210118629"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210118629"],"apc_list":null,"apc_paid":null,"fwci":0.9253,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72271443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"82","issue":"2","first_page":"2969","last_page":"2984"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9975000023841858,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9975000023841858,"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/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5484111309051514},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5260893106460571},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5075260400772095},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.4117741286754608},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4070815443992615},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4026462435722351},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2071310579776764},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19540253281593323},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08199357986450195},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07455509901046753}],"concepts":[{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5484111309051514},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5260893106460571},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5075260400772095},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.4117741286754608},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4070815443992615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4026462435722351},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2071310579776764},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19540253281593323},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08199357986450195},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07455509901046753},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2025.060230","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.060230","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-2/TSP_CMC_60230/TSP_CMC_60230.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2025.060230","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.060230","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-2/TSP_CMC_60230/TSP_CMC_60230.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406427567.pdf","grobid_xml":"https://content.openalex.org/works/W4406427567.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W2123910460","https://openalex.org/W2418133265","https://openalex.org/W2523602359","https://openalex.org/W2601096366","https://openalex.org/W2607518840","https://openalex.org/W2618530766","https://openalex.org/W2734490561","https://openalex.org/W2794444324","https://openalex.org/W2796765584","https://openalex.org/W2908153278","https://openalex.org/W2948816168","https://openalex.org/W2963924255","https://openalex.org/W3004701998","https://openalex.org/W3008901316","https://openalex.org/W3037951940","https://openalex.org/W3042795714","https://openalex.org/W3157990341","https://openalex.org/W3178142927","https://openalex.org/W4297163898","https://openalex.org/W4311832708","https://openalex.org/W4313334731","https://openalex.org/W4318182827","https://openalex.org/W4367057882","https://openalex.org/W4376851348","https://openalex.org/W4382402443","https://openalex.org/W4387167356","https://openalex.org/W4389340633","https://openalex.org/W4392647526","https://openalex.org/W4396614450","https://openalex.org/W4396753580","https://openalex.org/W4396842065","https://openalex.org/W4398235404","https://openalex.org/W4401410469","https://openalex.org/W4402908564","https://openalex.org/W4404870163","https://openalex.org/W6744093741","https://openalex.org/W6761859832","https://openalex.org/W6773683601","https://openalex.org/W6774482934","https://openalex.org/W6794188299"],"related_works":["https://openalex.org/W2958561312","https://openalex.org/W1480156024","https://openalex.org/W3092347950","https://openalex.org/W65938850","https://openalex.org/W275718980","https://openalex.org/W2361731950","https://openalex.org/W2618707070","https://openalex.org/W4223932376","https://openalex.org/W188660134","https://openalex.org/W3174060799"],"abstract_inverted_index":{"Studies":[0],"to":[1],"enhance":[2],"the":[3,33,44],"management":[4,34],"of":[5,17,36],"electrical":[6],"energy":[7,20],"have":[8],"gained":[9],"considerable":[10],"momentum":[11],"in":[12,24],"recent":[13],"years.":[14],"The":[15],"question":[16],"how":[18],"much":[19],"will":[21],"be":[22],"needed":[23],"households":[25],"is":[26],"a":[27],"pressing":[28],"issue":[29],"as":[30],"it":[31],"allows":[32],"plan":[35],"th...":[37],"|":[38],"Find,":[39],"read":[40],"and":[41],"cite":[42],"all":[43],"research":[45],"you":[46],"need":[47],"on":[48],"Tech":[49],"Science":[50],"Press":[51]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-01-16T00:00:00"}