{"id":"https://openalex.org/W4313035320","doi":"https://doi.org/10.1109/tsusc.2022.3224668","title":"Exploring the Impacts of Power Grid Signals on Data Center Operations Using a Receding-Horizon Scheduling Model","display_name":"Exploring the Impacts of Power Grid Signals on Data Center Operations Using a Receding-Horizon Scheduling Model","publication_year":2022,"publication_date":"2022-11-24","ids":{"openalex":"https://openalex.org/W4313035320","doi":"https://doi.org/10.1109/tsusc.2022.3224668"},"language":"en","primary_location":{"id":"doi:10.1109/tsusc.2022.3224668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsusc.2022.3224668","pdf_url":null,"source":{"id":"https://openalex.org/S4210221417","display_name":"IEEE Transactions on Sustainable Computing","issn_l":"2377-3782","issn":["2377-3782","2377-3790"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Sustainable Computing","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/A5103221902","display_name":"Weiqi Zhang","orcid":"https://orcid.org/0000-0003-4441-5286"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weiqi Zhang","raw_affiliation_strings":["Department of Chemical and Biological Engineering, University of Wisconsin-Madison, Madison, WI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biological Engineering, University of Wisconsin-Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005034793","display_name":"Line Roald","orcid":"https://orcid.org/0000-0003-4378-7272"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Line Roald","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, WI, USA"],"raw_orcid":"https://orcid.org/0000-0003-4378-7272","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083590669","display_name":"V\u00ed\u00adctor M. Zavala","orcid":"https://orcid.org/0000-0002-5744-7378"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor Zavala","raw_affiliation_strings":["Department of Chemical and Biological Engineering, University of Wisconsin-Madison, Madison, WI, USA"],"raw_orcid":"https://orcid.org/0000-0002-5744-7378","affiliations":[{"raw_affiliation_string":"Department of Chemical and Biological Engineering, University of Wisconsin-Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":null,"apc_paid":null,"fwci":1.5487,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8729043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"8","issue":"2","first_page":"245","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991999864578247,"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":0.9991999864578247,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.995199978351593,"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"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9940000176429749,"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/computer-science","display_name":"Computer science","score":0.660929799079895},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.6169975996017456},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.5688097476959229},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.5350260734558105},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.47607913613319397},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4648199677467346},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.4336654841899872},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.43193167448043823},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4249120354652405},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.41316843032836914},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.41309696435928345},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40250059962272644},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.27551352977752686},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.16426897048950195},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1548786461353302},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1526455283164978},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.13634246587753296},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1040116548538208},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0999055802822113}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.660929799079895},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6169975996017456},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.5688097476959229},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.5350260734558105},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.47607913613319397},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4648199677467346},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.4336654841899872},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.43193167448043823},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4249120354652405},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.41316843032836914},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.41309696435928345},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40250059962272644},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.27551352977752686},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16426897048950195},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1548786461353302},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1526455283164978},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.13634246587753296},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1040116548538208},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0999055802822113},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsusc.2022.3224668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsusc.2022.3224668","pdf_url":null,"source":{"id":"https://openalex.org/S4210221417","display_name":"IEEE Transactions on Sustainable Computing","issn_l":"2377-3782","issn":["2377-3782","2377-3790"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Sustainable Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G408793351","display_name":null,"funder_award_id":"1832208","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"}],"funders":[{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W134747710","https://openalex.org/W240410933","https://openalex.org/W1965522053","https://openalex.org/W1973100921","https://openalex.org/W1978631822","https://openalex.org/W1985593343","https://openalex.org/W2007529666","https://openalex.org/W2018326104","https://openalex.org/W2022930971","https://openalex.org/W2028964022","https://openalex.org/W2032489938","https://openalex.org/W2062819966","https://openalex.org/W2082034273","https://openalex.org/W2091812828","https://openalex.org/W2100948980","https://openalex.org/W2102910133","https://openalex.org/W2111380948","https://openalex.org/W2124022185","https://openalex.org/W2131721561","https://openalex.org/W2158468884","https://openalex.org/W2166313543","https://openalex.org/W2240036398","https://openalex.org/W2344372063","https://openalex.org/W2412171158","https://openalex.org/W2423177283","https://openalex.org/W2484370020","https://openalex.org/W2491178525","https://openalex.org/W2526695150","https://openalex.org/W2565453900","https://openalex.org/W2736087215","https://openalex.org/W2747092504","https://openalex.org/W2764100055","https://openalex.org/W2781981287","https://openalex.org/W2794669575","https://openalex.org/W2891113010","https://openalex.org/W2902577964","https://openalex.org/W2951280726","https://openalex.org/W2964101724","https://openalex.org/W2968116134","https://openalex.org/W2995955137","https://openalex.org/W3026661683","https://openalex.org/W3036358964","https://openalex.org/W3049645143","https://openalex.org/W3129160967","https://openalex.org/W3175111539","https://openalex.org/W3175233185","https://openalex.org/W3194177082","https://openalex.org/W3210128494","https://openalex.org/W6678603582","https://openalex.org/W6771836066","https://openalex.org/W6784107073","https://openalex.org/W6792121152","https://openalex.org/W6797594934","https://openalex.org/W6799589952"],"related_works":["https://openalex.org/W2555175041","https://openalex.org/W2032085210","https://openalex.org/W2389561653","https://openalex.org/W2052188148","https://openalex.org/W4239205706","https://openalex.org/W4239297229","https://openalex.org/W3003695187","https://openalex.org/W2621043410","https://openalex.org/W3166575991","https://openalex.org/W4210490979"],"abstract_inverted_index":{"Data":[0],"centers":[1],"(DCs)":[2],"can":[3,67,156],"help":[4],"decarbonize":[5],"the":[6,59,77,82,102,107,111],"power":[7,13,24,83],"grid":[8,42,112],"by":[9],"helping":[10],"absorb":[11],"renewable":[12],"(e.g.,":[14],"wind":[15],"and":[16,28,46,71,81,110,122,128,149,168,173],"solar)":[17],"due":[18],"to":[19,22,31,39,137],"their":[20],"ability":[21],"shift":[23],"loads":[25],"across":[26],"space":[27],"time.":[29],"However,":[30],"harness":[32],"such":[33],"load-shifting":[34,160],"flexibility,":[35],"it":[36],"is":[37,58],"necessary":[38],"understand":[40],"how":[41],"signals":[43,45],"(carbon":[44],"market":[47],"price/load":[48],"allocations)":[49],"affect":[50],"DC":[51,63,108],"operations.":[52],"An":[53],"obstacle":[54],"that":[55,66,74,100,154,162],"arises":[56],"here":[57],"lack":[60],"of":[61,79,120,124,129],"computationally-tractable":[62],"operation":[64],"models":[65],"capture":[68],"objectives,":[69,121],"constraints,":[70,117],"information":[72],"flows":[73],"arise":[75],"at":[76],"interface":[78],"DCs":[80,155],"grid.":[84],"To":[85],"address":[86],"this":[87],"gap,":[88],"we":[89],"present":[90],"a":[91],"receding-horizon":[92],"resource":[93,103],"management":[94,104],"model":[95,136],"(a":[96],"mixed-integer":[97],"programming":[98],"model)":[99],"captures":[101],"layer":[105],"between":[106],"scheduler":[109],"while":[113],"accounting":[114],"for":[115],"logical":[116],"different":[118],"types":[119],"forecasts":[123],"incoming":[125],"job":[126],"profiles":[127],"available":[130],"computing":[131],"capacity.":[132],"We":[133],"use":[134],"our":[135],"conduct":[138],"extensive":[139],"case":[140,174],"studies":[141,152,175],"based":[142],"on":[143],"public":[144],"data":[145],"from":[146],"Microsoft":[147],"Azure":[148],"MISO.":[150],"Our":[151],"show":[153],"provide":[157],"significant":[158],"temporal":[159],"flexibility":[161],"results":[163],"in":[164],"reduced":[165],"carbon":[166],"emissions":[167],"peak":[169],"demand":[170],"charges.":[171],"Models":[172],"are":[176],"shared":[177],"as":[178],"easy-to-use":[179],"Julia":[180],"code.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
