{"id":"https://openalex.org/W4388635517","doi":"https://doi.org/10.1016/j.jobe.2023.108095","title":"Air conditioning load prediction based on hybrid data decomposition and non-parametric fusion model","display_name":"Air conditioning load prediction based on hybrid data decomposition and non-parametric fusion model","publication_year":2023,"publication_date":"2023-11-13","ids":{"openalex":"https://openalex.org/W4388635517","doi":"https://doi.org/10.1016/j.jobe.2023.108095"},"language":"en","primary_location":{"id":"doi:10.1016/j.jobe.2023.108095","doi":"https://doi.org/10.1016/j.jobe.2023.108095","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jobe.2023.108095","pdf_url":null,"source":{"id":"https://openalex.org/S2764478331","display_name":"Journal of Building Engineering","issn_l":"2352-7102","issn":["2352-7102"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Building Engineering","raw_type":"journal-article"},"volume":null,"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/A5047362292","display_name":"Ning He","orcid":"https://orcid.org/0000-0002-7541-5660","observed_orcids":["https://orcid.org/0000-0002-7541-5660"]},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning He","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China","institution_ids":["https://openalex.org/I148099405"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031910539","display_name":"Cheng Qian","orcid":"https://orcid.org/0000-0002-6502-1705","observed_orcids":["https://orcid.org/0000-0002-6502-1705"]},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Qian","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China","institution_ids":["https://openalex.org/I148099405"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639176","display_name":"Liqiang Liu","orcid":"https://orcid.org/0000-0002-8732-0060","observed_orcids":["https://orcid.org/0000-0002-8732-0060"]},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqiang Liu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China","institution_ids":["https://openalex.org/I148099405"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016944783","display_name":"Fuan Cheng","orcid":"https://orcid.org/0000-0002-7847-6522","observed_orcids":["https://orcid.org/0000-0002-7847-6522"]},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuan Cheng","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China","institution_ids":["https://openalex.org/I148099405"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016944783"],"corresponding_institution_ids":["https://openalex.org/I148099405"],"apc_list":{"value":3050,"currency":"USD","value_usd":3050},"apc_paid":null,"fwci":1.6733,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.81773339,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"80","issue":null,"first_page":"108095","last_page":"108095"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.030300000682473183,"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/T11529","display_name":"Refrigeration and Air Conditioning Technologies","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/temporal-convolutional-network","display_name":"temporal convolutional network","score":0.8029999732971191},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"long short-term memory","score":0.9200000166893005},{"id":"https://openalex.org/keywords/particle-filtering","display_name":"particle filter","score":0.8370000123977661},{"id":"https://openalex.org/keywords/building-energy-consumption","display_name":"building energy consumption","score":0.6729999780654907},{"id":"https://openalex.org/keywords/feedback-control","display_name":"feedback control","score":0.7120000123977661},{"id":"https://openalex.org/keywords/observation-equations","display_name":"observation equations","score":0.4950000047683716},{"id":"https://openalex.org/keywords/state-transition-equations","display_name":"state transition equations","score":0.6489999890327454}],"concepts":[{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.6089274883270264},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5975931882858276},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5836057066917419},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5410758852958679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4895349442958832},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3184872269630432},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24882248044013977},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20134294033050537},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1664234697818756},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.15689700841903687},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.jobe.2023.108095","doi":"https://doi.org/10.1016/j.jobe.2023.108095","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jobe.2023.108095","pdf_url":null,"source":{"id":"https://openalex.org/S2764478331","display_name":"Journal of Building Engineering","issn_l":"2352-7102","issn":["2352-7102"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-1","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Building Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5690000057220459,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"},{"score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.5351999998092651,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"sustainable_development_goals_aurora":[{"score":0.9200000166893005,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G7190884801","display_name":null,"funder_award_id":"2022YFC3802702","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7599853613","display_name":null,"funder_award_id":"61903291","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"},{"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":41,"referenced_works":["https://openalex.org/W1169076056","https://openalex.org/W2595984151","https://openalex.org/W2607484762","https://openalex.org/W2753280068","https://openalex.org/W2754029504","https://openalex.org/W2761146210","https://openalex.org/W2792344217","https://openalex.org/W2801411141","https://openalex.org/W2884378264","https://openalex.org/W2906033034","https://openalex.org/W2907345037","https://openalex.org/W2909670596","https://openalex.org/W2937654745","https://openalex.org/W3043389165","https://openalex.org/W3043685378","https://openalex.org/W3047538046","https://openalex.org/W3094666575","https://openalex.org/W3095605290","https://openalex.org/W3097542115","https://openalex.org/W3112325088","https://openalex.org/W3122220845","https://openalex.org/W3158042977","https://openalex.org/W3184622058","https://openalex.org/W3189233596","https://openalex.org/W3193704620","https://openalex.org/W3200062633","https://openalex.org/W3206616300","https://openalex.org/W3207924781","https://openalex.org/W4200203080","https://openalex.org/W4205535139","https://openalex.org/W4205943556","https://openalex.org/W4226148225","https://openalex.org/W4226229993","https://openalex.org/W4280499184","https://openalex.org/W4285033563","https://openalex.org/W4290785421","https://openalex.org/W4309484088","https://openalex.org/W4360616786","https://openalex.org/W4376875419","https://openalex.org/W4378619170","https://openalex.org/W4380078829"],"related_works":["https://openalex.org/W1982160337","https://openalex.org/W1971380437","https://openalex.org/W1983548084","https://openalex.org/W2141691317","https://openalex.org/W2110846987","https://openalex.org/W2160609742","https://openalex.org/W1997414638","https://openalex.org/W2031091109","https://openalex.org/W2049254832","https://openalex.org/W2383436541"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}