{"id":"https://openalex.org/W55687146","doi":"https://doi.org/10.1609/aaai.v25i1.7802","title":"Stochastic Model Predictive Controller for the Integration of Building Use and Temperature Regulation","display_name":"Stochastic Model Predictive Controller for the Integration of Building Use and Temperature Regulation","publication_year":2011,"publication_date":"2011-08-04","ids":{"openalex":"https://openalex.org/W55687146","doi":"https://doi.org/10.1609/aaai.v25i1.7802","mag":"55687146"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v25i1.7802","doi":"https://doi.org/10.1609/aaai.v25i1.7802","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v25i1.7802","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1609/aaai.v25i1.7802","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113485901","display_name":"Alie El\u2010Din Mady","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Alie El-Din Mady","raw_affiliation_strings":["University College Cork","Cork Complex Systems Lab, Department of Computer Science, University College Cork, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Cork","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"Cork Complex Systems Lab, Department of Computer Science, University College Cork, Ireland#TAB#","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068963019","display_name":"Gregory M. Provan","orcid":"https://orcid.org/0000-0003-3678-046X","observed_orcids":["https://orcid.org/0000-0003-3678-046X"]},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Gregory Provan","raw_affiliation_strings":["University College Cork","Cork Complex Systems Lab, Department of Computer Science, University College Cork, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Cork","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"Cork Complex Systems Lab, Department of Computer Science, University College Cork, Ireland#TAB#","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082264857","display_name":"Conor Ryan","orcid":"https://orcid.org/0000-0002-7002-5815","observed_orcids":["https://orcid.org/0000-0002-7002-5815"]},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Conor Ryan","raw_affiliation_strings":["University College Cork","Cork Constraint Computation Centre, Department of Computer Science, University College Cork, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Cork","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"Cork Constraint Computation Centre, Department of Computer Science, University College Cork, Ireland#TAB#","institution_ids":["https://openalex.org/I27577105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052508716","display_name":"Kenneth N. Brown","orcid":"https://orcid.org/0000-0003-1853-0723","observed_orcids":["https://orcid.org/0000-0003-1853-0723"]},"institutions":[{"id":"https://openalex.org/I27577105","display_name":"University College Cork","ror":"https://ror.org/03265fv13","country_code":"IE","type":"education","lineage":["https://openalex.org/I27577105"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Kenneth Brown","raw_affiliation_strings":["University College Cork","Cork Constraint Computation Centre, Department of Computer Science, University College Cork, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Cork","institution_ids":["https://openalex.org/I27577105"]},{"raw_affiliation_string":"Cork Constraint Computation Centre, Department of Computer Science, University College Cork, Ireland#TAB#","institution_ids":["https://openalex.org/I27577105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27577105"],"apc_list":null,"apc_paid":null,"fwci":21.655,"has_fulltext":true,"cited_by_count":55,"citation_normalized_percentile":{"value":0.99629372,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"25","issue":"1","first_page":"1371","last_page":"1376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9984999895095825,"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":0.9984999895095825,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.00039999998989515007,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/stochastic-model-predictive-control","display_name":"stochastic model predictive control","score":0.9940000176429749},{"id":"https://openalex.org/keywords/building-automation","display_name":"building automation","score":0.8379999995231628},{"id":"https://openalex.org/keywords/building-energy-efficiency","display_name":"building energy efficiency","score":0.6299999952316284},{"id":"https://openalex.org/keywords/thermal-comfort","display_name":"thermal comfort","score":0.8059999942779541},{"id":"https://openalex.org/keywords/heating-control","display_name":"heating control","score":0.7110000252723694},{"id":"https://openalex.org/keywords/occupant-behavior","display_name":"occupant behavior","score":0.5669999718666077}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.80455082654953},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6699949502944946},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6572789549827576},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.5966091752052307},{"id":"https://openalex.org/C170131372","wikidata":"https://www.wikidata.org/wiki/Q7617811","display_name":"Stochastic control","level":3,"score":0.586336612701416},{"id":"https://openalex.org/C83931994","wikidata":"https://www.wikidata.org/wiki/Q1149653","display_name":"Building automation","level":2,"score":0.5862716436386108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5758132934570312},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.519136369228363},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5110851526260376},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5064703226089478},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5039758086204529},{"id":"https://openalex.org/C127491075","wikidata":"https://www.wikidata.org/wiki/Q7617825","display_name":"Stochastic modelling","level":2,"score":0.4964035153388977},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.4460153877735138},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4408314824104309},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.42442435026168823},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4078335762023926},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.307466059923172},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.29286977648735046},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28174206614494324},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.18448856472969055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17801323533058167},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13184812664985657},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09746527671813965},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1609/aaai.v25i1.7802","doi":"https://doi.org/10.1609/aaai.v25i1.7802","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v25i1.7802","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:ojs.aaai.org:article/7802","doi":null,"is_oa":true,"landing_page_url":"https://ojs.aaai.org/index.php/AAAI/article/view/7802","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/7802/7661","source":{"id":"https://openalex.org/S4306400155","display_name":"AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801652627","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/I2801652627"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2159-5399","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v25i1.7802","doi":"https://doi.org/10.1609/aaai.v25i1.7802","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v25i1.7802","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-2","norway-1"],"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W55687146.pdf","grobid_xml":"https://content.openalex.org/works/W55687146.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1690614984","https://openalex.org/W1990459095","https://openalex.org/W2003817196","https://openalex.org/W2029264889","https://openalex.org/W2045578358","https://openalex.org/W2045872878","https://openalex.org/W2051670405","https://openalex.org/W2056648191","https://openalex.org/W2073787051","https://openalex.org/W2098908500","https://openalex.org/W2123271963","https://openalex.org/W2147242149","https://openalex.org/W2147340401","https://openalex.org/W2166480912","https://openalex.org/W2184261032","https://openalex.org/W3189981105","https://openalex.org/W6681677638"],"related_works":["https://openalex.org/W7095821329","https://openalex.org/W2029264889","https://openalex.org/W4403909498","https://openalex.org/W2079994361","https://openalex.org/W2597453992","https://openalex.org/W1987888140","https://openalex.org/W4410835688","https://openalex.org/W1971761564","https://openalex.org/W2765779842","https://openalex.org/W4285822612"],"abstract_inverted_index":{"The":[0],"aim":[1],"of":[2],"a":[3,26,32,66],"modern":[4],"Building":[5],"Automation":[6],"System":[7],"(BAS)":[8],"is":[9],"to":[10,37,57,63],"enhance":[11],"interactive":[12],"control":[13,28,61],"strategies":[14],"for":[15],"energy":[16,40,70],"efficiency":[17,41],"and":[18,72],"user":[19],"comfort.":[20],"In":[21],"this":[22],"context,":[23],"we":[24],"develop":[25],"novel":[27],"algorithm":[29],"that":[30],"uses":[31],"stochastic":[33],"building":[34],"occupancy":[35],"model":[36],"improve":[38],"mean":[39],"while":[42],"minimizing":[43],"expected":[44,76],"discomfort.":[45,77],"We":[46],"compare":[47],"by":[48],"simulation":[49],"our":[50],"Stochastic":[51],"Model":[52],"Predictive":[53],"Control":[54],"(SMPC)":[55],"strategy":[56],"the":[58],"standard":[59],"heating":[60],"method":[62],"empirically":[64],"demonstrate":[65],"4.3%":[67],"reduction":[68,74],"in":[69,75],"use":[71],"38.3%":[73]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":6}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}