{"id":"https://openalex.org/W4394567016","doi":"https://doi.org/10.1016/j.enbuild.2024.114170","title":"Combining physical laws and ANN for predicting energy consumption of data center cooling systems","display_name":"Combining physical laws and ANN for predicting energy consumption of data center cooling systems","publication_year":2024,"publication_date":"2024-04-08","ids":{"openalex":"https://openalex.org/W4394567016","doi":"https://doi.org/10.1016/j.enbuild.2024.114170"},"language":"en","primary_location":{"id":"doi:10.1016/j.enbuild.2024.114170","doi":"https://doi.org/10.1016/j.enbuild.2024.114170","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.enbuild.2024.114170","pdf_url":null,"source":{"id":"https://openalex.org/S6846437","display_name":"Energy and Buildings","issn_l":"0378-7788","issn":["0378-7788","1872-6178"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-3","norway-2","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":"Energy and Buildings","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5100697758","display_name":"Xuezhi Li","orcid":"https://orcid.org/0000-0003-2630-3854","observed_orcids":["https://orcid.org/0000-0003-2630-3854"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuezhi Li","raw_affiliation_strings":["Beijing Key Laboratory of Heat Transfer and Energy Conversion, Tsinghua University, Beijing 100084, China","Key Laboratory for Thermal Science and Power Engineering of Ministry of Education, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Heat Transfer and Energy Conversion, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Key Laboratory for Thermal Science and Power Engineering of Ministry of Education, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100382941","display_name":"Xinyi Wang","orcid":"https://orcid.org/0000-0002-1730-1753","observed_orcids":["https://orcid.org/0000-0002-1730-1753"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Wang","raw_affiliation_strings":["Key Laboratory for Thermal Science and Power Engineering of Ministry of Education, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Thermal Science and Power Engineering of Ministry of Education, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628253","display_name":"Xiaoxuan Chen","orcid":"https://orcid.org/0000-0001-8756-6960","observed_orcids":["https://orcid.org/0000-0001-8756-6960","https://orcid.org/0009-0004-6359-4800"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiguang He","raw_affiliation_strings":["Key Laboratory for Thermal Science and Power Engineering of Ministry of Education, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Thermal Science and Power Engineering of Ministry of Education, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628253","display_name":"Xiaoxuan Chen","orcid":"https://orcid.org/0000-0001-8756-6960","observed_orcids":["https://orcid.org/0000-0001-8756-6960","https://orcid.org/0009-0004-6359-4800"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxuan Chen","raw_affiliation_strings":["Key Laboratory for Thermal Science and Power Engineering of Ministry of Education, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Thermal Science and Power Engineering of Ministry of Education, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111168953","display_name":"Zhen Li","orcid":"https://orcid.org/0009-0004-0721-1086","observed_orcids":["https://orcid.org/0009-0004-0721-1086"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhen Li","raw_affiliation_strings":["Beijing Key Laboratory of Heat Transfer and Energy Conversion, Tsinghua University, Beijing 100084, China"],"raw_orcid":"https://orcid.org/0009-0004-0721-1086","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Heat Transfer and Energy Conversion, Tsinghua University, Beijing 100084, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100697758","https://openalex.org/A5111168953"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":{"value":4180,"currency":"USD","value_usd":4180},"apc_paid":null,"fwci":4.0043,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93764211,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"311","issue":null,"first_page":"114170","last_page":"114170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.5414999723434448,"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":0.5414999723434448,"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/T14098","display_name":"Energy Efficiency in Computing","score":0.40939998626708984,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.01510000042617321,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-center-cooling","display_name":"data center cooling","score":0.8949999809265137},{"id":"https://openalex.org/keywords/load-forecasting","display_name":"load forecasting","score":0.9879999756813049},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8119999766349792},{"id":"https://openalex.org/keywords/physical-model","display_name":"physical model","score":0.7549999952316284},{"id":"https://openalex.org/keywords/hybrid-modeling","display_name":"hybrid modeling","score":0.6890000104904175},{"id":"https://openalex.org/keywords/interpretability","display_name":"interpretability","score":0.8650000095367432}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5913524627685547},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.5700060129165649},{"id":"https://openalex.org/C2779463800","wikidata":"https://www.wikidata.org/wiki/Q5062222","display_name":"Center (category theory)","level":2,"score":0.5351755023002625},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.4439231753349304},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.4379584789276123},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.42216959595680237},{"id":"https://openalex.org/C194583477","wikidata":"https://www.wikidata.org/wiki/Q408891","display_name":"Physical law","level":2,"score":0.4194737672805786},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.40302592515945435},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3455231189727783},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18642562627792358},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1770607829093933},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12849971652030945},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11043751239776611},{"id":"https://openalex.org/C8010536","wikidata":"https://www.wikidata.org/wiki/Q160398","display_name":"Crystallography","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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.enbuild.2024.114170","doi":"https://doi.org/10.1016/j.enbuild.2024.114170","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.enbuild.2024.114170","pdf_url":null,"source":{"id":"https://openalex.org/S6846437","display_name":"Energy and Buildings","issn_l":"0378-7788","issn":["0378-7788","1872-6178"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-3","norway-2","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":"Energy and Buildings","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.75,"display_name":"Affordable and clean energy"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324965","display_name":"Hebei Provincial Department of Bureau of Science and Technology","ror":"https://ror.org/05k812a28"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2147326720","https://openalex.org/W2754029504","https://openalex.org/W2761875693","https://openalex.org/W2898712297","https://openalex.org/W2899283552","https://openalex.org/W2952698213","https://openalex.org/W2962951515","https://openalex.org/W2988729496","https://openalex.org/W3045736846","https://openalex.org/W3097180735","https://openalex.org/W3138643581","https://openalex.org/W3159759416","https://openalex.org/W3188324247","https://openalex.org/W3217470798","https://openalex.org/W4205757090","https://openalex.org/W4206789494","https://openalex.org/W4210542760","https://openalex.org/W4286620321","https://openalex.org/W4293766981","https://openalex.org/W4309135123","https://openalex.org/W4387252196","https://openalex.org/W4390686423","https://openalex.org/W4390748878"],"related_works":["https://openalex.org/W4403608366","https://openalex.org/W3138643581","https://openalex.org/W2056172559","https://openalex.org/W7017483365","https://openalex.org/W4362566798","https://openalex.org/W4411992700","https://openalex.org/W1996148530","https://openalex.org/W4389096069","https://openalex.org/W2115813749","https://openalex.org/W2063198271"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2024-04-09T00:00:00"}
