{"id":"https://openalex.org/W2085147758","doi":"https://doi.org/10.1109/coase.2014.6899440","title":"Groundhog Day: Iterative learning for building temperature control","display_name":"Groundhog Day: Iterative learning for building temperature control","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2085147758","doi":"https://doi.org/10.1109/coase.2014.6899440","mag":"2085147758"},"language":"en","primary_location":{"id":"doi:10.1109/coase.2014.6899440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2014.6899440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5014338162","display_name":"Matt Minakais","orcid":null},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matt Minakais","raw_affiliation_strings":["Rensselaer Polytechnic Institute, Troy, NY","Rensselaer Polytechnic Institute Troy, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rensselaer Polytechnic Institute, Troy, NY","institution_ids":["https://openalex.org/I165799507"]},{"raw_affiliation_string":"Rensselaer Polytechnic Institute Troy, NY, USA","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083812959","display_name":"Sandipan Mishra","orcid":"https://orcid.org/0000-0001-6187-9221"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandipan Mishra","raw_affiliation_strings":["Rensselaer Polytechnic Institute, Troy, NY","Rensselaer Polytechnic Institute Troy, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rensselaer Polytechnic Institute, Troy, NY","institution_ids":["https://openalex.org/I165799507"]},{"raw_affiliation_string":"Rensselaer Polytechnic Institute Troy, NY, USA","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074830403","display_name":"John T. Wen","orcid":"https://orcid.org/0000-0002-5123-5411"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John T. Wen","raw_affiliation_strings":["Rensselaer Polytechnic Institute, Troy, NY","Rensselaer Polytechnic Institute Troy, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rensselaer Polytechnic Institute, Troy, NY","institution_ids":["https://openalex.org/I165799507"]},{"raw_affiliation_string":"Rensselaer Polytechnic Institute Troy, NY, USA","institution_ids":["https://openalex.org/I165799507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165799507"],"apc_list":null,"apc_paid":null,"fwci":2.7957,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9058953,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"4","issue":null,"first_page":"948","last_page":"953"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11749","display_name":"Iterative Learning Control Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T11749","display_name":"Iterative Learning Control Systems","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9495000243186951,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9144999980926514,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/hvac","display_name":"HVAC","score":0.8754330277442932},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.8479386568069458},{"id":"https://openalex.org/keywords/iterative-learning-control","display_name":"Iterative learning control","score":0.7779672145843506},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.6776352524757385},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5634326338768005},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5444025993347168},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.5276013016700745},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5154284238815308},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4610227048397064},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.43839046359062195},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3365635573863983},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.32786500453948975},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2536284029483795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1378147304058075},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11646753549575806},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.11106795072555542},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09220278263092041}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.8754330277442932},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.8479386568069458},{"id":"https://openalex.org/C117619785","wikidata":"https://www.wikidata.org/wiki/Q6094414","display_name":"Iterative learning control","level":3,"score":0.7779672145843506},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.6776352524757385},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5634326338768005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5444025993347168},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.5276013016700745},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5154284238815308},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4610227048397064},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.43839046359062195},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3365635573863983},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.32786500453948975},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2536284029483795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1378147304058075},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11646753549575806},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.11106795072555542},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09220278263092041},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coase.2014.6899440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2014.6899440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1964528552","https://openalex.org/W1982360712","https://openalex.org/W1999857501","https://openalex.org/W2001123678","https://openalex.org/W2014151173","https://openalex.org/W2019348145","https://openalex.org/W2029498944","https://openalex.org/W2031862408","https://openalex.org/W2041242313","https://openalex.org/W2067363758","https://openalex.org/W2146018215","https://openalex.org/W2149691981","https://openalex.org/W2166313543","https://openalex.org/W2180051414","https://openalex.org/W6682268610"],"related_works":["https://openalex.org/W2112866972","https://openalex.org/W4240233711","https://openalex.org/W2900606913","https://openalex.org/W4320003279","https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W3021806226","https://openalex.org/W4205684936","https://openalex.org/W2968897110","https://openalex.org/W2765123059"],"abstract_inverted_index":{"As":[0,48],"the":[1,58,72,110,132,138,164,181,186,190,199,215,228,233,239,246,255,261],"cost":[2],"of":[3,163,180,195],"energy":[4,65,237],"continues":[5],"to":[6,55,91,113,130,158,184,198,207,227,259],"grow,":[7],"there":[8],"is":[9,128,155,241,251],"an":[10,169],"increasing":[11],"need":[12],"for":[13,81,104,189],"more":[14,236,242],"effective":[15],"building":[16,51,82,114],"control,":[17],"particularly":[18],"regarding":[19],"heating,":[20],"ventilation,":[21],"and":[22,38,45,64,101,142,151,223],"air":[23],"conditioning":[24],"(HVAC)":[25],"systems.":[26],"Existing":[27],"HVAC":[28],"control":[29,84,89,116,177,230,262],"systems":[30],"are":[31],"primarily":[32],"based":[33,85,167],"on":[34,86,168],"measured":[35],"temperature":[36,43,83,99,115,141,153,240,256],"feedback,":[37],"typically":[39],"do":[40],"not":[41],"utilize":[42],"forecasts":[44],"historical":[46,95,133],"data.":[47],"a":[49,78,119,160,204],"result,":[50],"room":[52,152,187],"temperatures":[53],"tend":[54],"fluctuate":[56],"with":[57,97,137],"outside":[59,140],"temperature,":[60],"compromising":[61],"occupant":[62],"comfort":[63],"efficiency":[66],"(as":[67],"users":[68],"overcompensate":[69],"in":[70],"setting":[71],"desired":[73,247],"temperature).":[74,146],"This":[75,172,249],"paper":[76],"proposes":[77],"feedforward":[79,161,176],"scheme":[80,234],"iterative":[87,216],"learning":[88,217,257],"(ILC)":[90],"extract":[92],"information":[93],"from":[94],"data":[96,154],"similar":[98],"patterns":[100],"preemptively":[102],"account":[103],"expected":[105],"future":[106],"error.":[107],"We":[108,202],"apply":[109],"ILC":[111,170],"strategy":[112],"by":[117,253],"considering":[118],"24-hour":[120],"period":[121],"as":[122,225,238],"one":[123],"iteration.":[124],"The":[125,147,211],"weather":[126,192],"forecast":[127],"used":[129,157],"find":[131],"record":[134],"best":[135],"matched":[136],"predicted":[139],"initial":[143],"condition":[144,188],"(room":[145],"recorded":[148],"heat":[149,165],"input":[150,166],"then":[156],"generate":[159],"update":[162],"update.":[171],"method":[173],"allows":[174],"anticipatory":[175],"(on":[178],"top":[179],"feedback":[182,229],"control)":[183],"prepare":[185],"upcoming":[191],"conditions,":[193],"instead":[194],"only":[196],"reacting":[197],"current":[200],"condition.":[201],"use":[203],"4-room":[205],"simulation":[206],"illustrate":[208],"our":[209],"approach.":[210],"result":[212],"shows":[213],"that":[214],"controller":[218],"produces":[219],"substantially":[220],"less":[221],"error":[222],"oscillation":[224],"compared":[226],"alone.":[231],"However,":[232],"consumes":[235],"tightly":[243],"regulated":[244],"around":[245],"setting.":[248],"issue":[250],"addressed":[252],"relaxing":[254],"criterion":[258],"reduce":[260],"effort.":[263]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}