{"id":"https://openalex.org/W3094481548","doi":"https://doi.org/10.1007/s10922-020-09574-5","title":"A Data-driven, Multi-setpoint Model Predictive Thermal Control System for Data Centers","display_name":"A Data-driven, Multi-setpoint Model Predictive Thermal Control System for Data Centers","publication_year":2020,"publication_date":"2020-10-19","ids":{"openalex":"https://openalex.org/W3094481548","doi":"https://doi.org/10.1007/s10922-020-09574-5","mag":"3094481548"},"language":"en","primary_location":{"id":"doi:10.1007/s10922-020-09574-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10922-020-09574-5","pdf_url":null,"source":{"id":"https://openalex.org/S67072002","display_name":"Journal of Network and Systems Management","issn_l":"1064-7570","issn":["1064-7570","1573-7705"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Network and Systems Management","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/A5026288574","display_name":"SeyedMorteza MirhoseiniNejad","orcid":null},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"SeyedMorteza Mirhoseininejad","raw_affiliation_strings":["McMaster University, 1280 Main St W, Hamilton, ON, Canada"],"affiliations":[{"raw_affiliation_string":"McMaster University, 1280 Main St W, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061636419","display_name":"Ghada Badawy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ghada Badawy","raw_affiliation_strings":["Computing Infrastructure Research Centre, 175 Longwood Rd, Hamilton, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Computing Infrastructure Research Centre, 175 Longwood Rd, Hamilton, ON, Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000267488","display_name":"Douglas G. Down","orcid":"https://orcid.org/0000-0003-0881-831X"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Douglas G. Down","raw_affiliation_strings":["McMaster University, 1280 Main St W, Hamilton, ON, Canada"],"affiliations":[{"raw_affiliation_string":"McMaster University, 1280 Main St W, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026288574"],"corresponding_institution_ids":["https://openalex.org/I98251732"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":1.6683,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88596949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"29","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9968000054359436,"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":0.9968000054359436,"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":0.9958999752998352,"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/T10998","display_name":"Heat Transfer and Optimization","score":0.9950000047683716,"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/setpoint","display_name":"Setpoint","score":0.9888097047805786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7436173558235168},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.7230576276779175},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6456369757652283},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6176808476448059},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.5804219245910645},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.516558051109314},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.48879262804985046},{"id":"https://openalex.org/keywords/data-driven","display_name":"Data-driven","score":0.44923219084739685},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.43584221601486206},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.37273818254470825},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33858737349510193},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3225950002670288},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.28195130825042725},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09877675771713257}],"concepts":[{"id":"https://openalex.org/C12302492","wikidata":"https://www.wikidata.org/wiki/Q1752097","display_name":"Setpoint","level":2,"score":0.9888097047805786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7436173558235168},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.7230576276779175},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6456369757652283},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6176808476448059},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.5804219245910645},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.516558051109314},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.48879262804985046},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.44923219084739685},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.43584221601486206},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.37273818254470825},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33858737349510193},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3225950002670288},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.28195130825042725},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09877675771713257},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10922-020-09574-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10922-020-09574-5","pdf_url":null,"source":{"id":"https://openalex.org/S67072002","display_name":"Journal of Network and Systems Management","issn_l":"1064-7570","issn":["1064-7570","1573-7705"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Network and Systems Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6700000166893005,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G901848441","display_name":null,"funder_award_id":"CRDPI506142-16","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1516447630","https://openalex.org/W1581097938","https://openalex.org/W1933251158","https://openalex.org/W2001960389","https://openalex.org/W2005418826","https://openalex.org/W2014338349","https://openalex.org/W2018160174","https://openalex.org/W2019348145","https://openalex.org/W2020533706","https://openalex.org/W2024446827","https://openalex.org/W2059078967","https://openalex.org/W2061872918","https://openalex.org/W2073787051","https://openalex.org/W2075694540","https://openalex.org/W2075851731","https://openalex.org/W2084408745","https://openalex.org/W2092792488","https://openalex.org/W2092993873","https://openalex.org/W2106119405","https://openalex.org/W2108812856","https://openalex.org/W2160587156","https://openalex.org/W2163836105","https://openalex.org/W2341822376","https://openalex.org/W2477735476","https://openalex.org/W2486175765","https://openalex.org/W2595744084","https://openalex.org/W2756249281","https://openalex.org/W2790793804","https://openalex.org/W2803823791","https://openalex.org/W2808980893","https://openalex.org/W2888566763","https://openalex.org/W2890141553","https://openalex.org/W2898788345","https://openalex.org/W2899352930","https://openalex.org/W2931740264","https://openalex.org/W2966974042","https://openalex.org/W2970116573","https://openalex.org/W2987965537","https://openalex.org/W2992075171","https://openalex.org/W2998952774","https://openalex.org/W3044096047","https://openalex.org/W3047082066","https://openalex.org/W3148284042","https://openalex.org/W4256152864","https://openalex.org/W4256153703"],"related_works":["https://openalex.org/W2186176044","https://openalex.org/W2152422428","https://openalex.org/W2811393877","https://openalex.org/W2089203544","https://openalex.org/W2207812219","https://openalex.org/W2108661714","https://openalex.org/W2366952818","https://openalex.org/W2170355908","https://openalex.org/W2376192212","https://openalex.org/W4316659564"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
