{"id":"https://openalex.org/W1969050200","doi":"https://doi.org/10.1109/cca.2014.6981349","title":"Cooling control restraining effects due to ICT equipment utilization of disturbance based on model predictive control for modular data center","display_name":"Cooling control restraining effects due to ICT equipment utilization of disturbance based on model predictive control for modular data center","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W1969050200","doi":"https://doi.org/10.1109/cca.2014.6981349","mag":"1969050200"},"language":"en","primary_location":{"id":"doi:10.1109/cca.2014.6981349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2014.6981349","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Conference on Control Applications (CCA)","raw_type":"proceedings-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/A5104087241","display_name":"Masatoshi Ogawa","orcid":null},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Masatoshi Ogawa","raw_affiliation_strings":["FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan"],"affiliations":[{"raw_affiliation_string":"FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","institution_ids":["https://openalex.org/I2252096349"]},{"raw_affiliation_string":"Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan","institution_ids":["https://openalex.org/I2252096349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075233035","display_name":"Hiroshi End\u00f4","orcid":"https://orcid.org/0000-0003-1940-4171"},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroshi Endo","raw_affiliation_strings":["FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan"],"affiliations":[{"raw_affiliation_string":"FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","institution_ids":["https://openalex.org/I2252096349"]},{"raw_affiliation_string":"Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan","institution_ids":["https://openalex.org/I2252096349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060450748","display_name":"Hiroyuki Fukuda","orcid":"https://orcid.org/0000-0002-7818-3949"},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroyuki Fukuda","raw_affiliation_strings":["FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan"],"affiliations":[{"raw_affiliation_string":"FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","institution_ids":["https://openalex.org/I2252096349"]},{"raw_affiliation_string":"Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan","institution_ids":["https://openalex.org/I2252096349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029252308","display_name":"Hiroyoshi Kodama","orcid":null},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroyoshi Kodama","raw_affiliation_strings":["FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan"],"affiliations":[{"raw_affiliation_string":"FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","institution_ids":["https://openalex.org/I2252096349"]},{"raw_affiliation_string":"Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan","institution_ids":["https://openalex.org/I2252096349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100999955","display_name":"Toshio Sugimoto","orcid":null},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshio Sugimoto","raw_affiliation_strings":["FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan"],"affiliations":[{"raw_affiliation_string":"FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","institution_ids":["https://openalex.org/I2252096349"]},{"raw_affiliation_string":"Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan","institution_ids":["https://openalex.org/I2252096349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111460832","display_name":"H. Soneda","orcid":null},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiromitsu Soneda","raw_affiliation_strings":["FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan"],"affiliations":[{"raw_affiliation_string":"FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","institution_ids":["https://openalex.org/I2252096349"]},{"raw_affiliation_string":"Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan","institution_ids":["https://openalex.org/I2252096349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110360454","display_name":"Masao Kond\u00f4","orcid":null},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masao Kondo","raw_affiliation_strings":["FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan"],"affiliations":[{"raw_affiliation_string":"FUJITSU LABORATORIES LTD., Nakahara-ku, Kawasaki, Kanagawa, JAPAN","institution_ids":["https://openalex.org/I2252096349"]},{"raw_affiliation_string":"Fujitsu Laboratories Ltd., 4-1-1, Kamikodanaka, Nakahara-ku, Kawasaki, Kanagawa, 211-8588, Japan","institution_ids":["https://openalex.org/I2252096349"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5104087241"],"corresponding_institution_ids":["https://openalex.org/I2252096349"],"apc_list":null,"apc_paid":null,"fwci":2.3667,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90217559,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"183","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9961000084877014,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/bandwidth-throttling","display_name":"Bandwidth throttling","score":0.8587652444839478},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.7430735230445862},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.696557343006134},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.6174319982528687},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.576653003692627},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.5730842351913452},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5515763163566589},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4914926290512085},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4850744307041168},{"id":"https://openalex.org/keywords/central-processing-unit","display_name":"Central processing unit","score":0.4424247741699219},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.42829832434654236},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.4167044162750244},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3826576769351959},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3739720582962036},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3652632236480713},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.36110225319862366},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2654765844345093},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.18810397386550903},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1498902440071106},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1231096088886261},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.09124842286109924}],"concepts":[{"id":"https://openalex.org/C173061102","wikidata":"https://www.wikidata.org/wiki/Q478819","display_name":"Bandwidth throttling","level":3,"score":0.8587652444839478},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.7430735230445862},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.696557343006134},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.6174319982528687},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.576653003692627},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5730842351913452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5515763163566589},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4914926290512085},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4850744307041168},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.4424247741699219},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.42829832434654236},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.4167044162750244},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3826576769351959},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3739720582962036},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3652632236480713},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.36110225319862366},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2654765844345093},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18810397386550903},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1498902440071106},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1231096088886261},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.09124842286109924},{"id":"https://openalex.org/C131097465","wikidata":"https://www.wikidata.org/wiki/Q178898","display_name":"Gas compressor","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cca.2014.6981349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cca.2014.6981349","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Conference on Control Applications (CCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1561941139","https://openalex.org/W2054507719","https://openalex.org/W2082517663","https://openalex.org/W2112029057","https://openalex.org/W2134146227","https://openalex.org/W2323070353","https://openalex.org/W2472359771","https://openalex.org/W2526452880","https://openalex.org/W4285719527","https://openalex.org/W6633669424"],"related_works":["https://openalex.org/W2055187606","https://openalex.org/W1498304890","https://openalex.org/W1969542292","https://openalex.org/W4214914670","https://openalex.org/W2037023427","https://openalex.org/W3006216828","https://openalex.org/W2084875360","https://openalex.org/W3123077549","https://openalex.org/W2904165227","https://openalex.org/W2770088598"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,34,53,64],"cooling":[4,109,131],"control":[5,31,147,153,176],"method":[6,44,154,164,177],"that":[7,13,150],"reduces":[8],"spikes":[9,158],"in":[10,18,84,159],"CPU":[11,82,141,160,182],"temperature":[12,83,190],"occur":[14],"due":[15],"to":[16,86,133,173],"fluctuation":[17],"the":[19,40,42,48,69,81,93,96,103,114,122,126,130,135,151,174,181,187],"utilization":[20,183],"of":[21,95,116,125,129,145,168],"information":[22],"communication":[23],"technology":[24],"(ICT)":[25],"equipment":[26],"based":[27,67],"on":[28,68],"model":[29],"predictive":[30],"(MPC)":[32],"for":[33,113],"modular":[35],"datacenter.":[36],"To":[37],"cope":[38],"with":[39],"fluctuations,":[41],"proposed":[43,152,163],"not":[45],"only":[46],"considers":[47],"server":[49,73],"power":[50,74,104],"consumption":[51,75],"using":[52],"prediction":[54],"model,":[55],"but":[56],"also":[57],"switches":[58],"between":[59],"an":[60],"MPC":[61,78],"controller":[62,66,79,120],"and":[63,111,186],"necessary-air-volume":[65,119],"rate":[70],"at":[71],"which":[72],"rises.":[76],"The":[77,118,143,162],"controls":[80],"order":[85],"do":[87],"three":[88],"things":[89],"simultaneously:":[90],"avoid":[91],"throttling":[92],"operation":[94],"CPU,":[97],"reduce":[98,157],"as":[99,101],"much":[100],"possible":[102],"consumed":[105],"by":[106],"data":[107],"center":[108],"fans,":[110],"adjust":[112],"effects":[115],"fluctuations.":[117],"calculates":[121],"command":[123],"value":[124],"revolution":[127],"speed":[128],"fans":[132],"supply":[134],"air":[136,189],"volume":[137],"required":[138],"during":[139],"maximum":[140],"utilization.":[142],"results":[144],"our":[146],"simulation":[148],"show":[149],"can":[155],"drastically":[156],"temperature.":[161],"provided":[165],"energy":[166],"savings":[167],"more":[169],"than":[170],"37.6%":[171],"compared":[172],"conventional":[175],"under":[178],"conditions":[179],"where":[180],"is":[184,191],"80%":[185],"fresh":[188],"20\u00b0C.":[192]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
