{"id":"https://openalex.org/W2923275624","doi":"https://doi.org/10.1109/access.2019.2906311","title":"A Probabilistic Algorithm for Predictive Control With Full-Complexity Models in Non-Residential Buildings","display_name":"A Probabilistic Algorithm for Predictive Control With Full-Complexity Models in Non-Residential Buildings","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2923275624","doi":"https://doi.org/10.1109/access.2019.2906311","mag":"2923275624"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2906311","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2906311","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08669762.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08669762.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002340412","display_name":"Juan G\u00f3mez\u2010Romero","orcid":"https://orcid.org/0000-0003-0439-3692"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Juan Gomez-Romero","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, Universidad de Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038358917","display_name":"Carlos Fernandez\u2010Basso","orcid":"https://orcid.org/0000-0002-8809-8676"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos J. Fernandez-Basso","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, Universidad de Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070205122","display_name":"Maria-Victoria Cambronero","orcid":null},"institutions":[{"id":"https://openalex.org/I92621186","display_name":"Acciona (Spain)","ror":"https://ror.org/04y85wy15","country_code":"ES","type":"company","lineage":["https://openalex.org/I92621186"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Victoria Cambronero","raw_affiliation_strings":["Acciona Ingenier\u00eda, Alcobendas, Spain"],"affiliations":[{"raw_affiliation_string":"Acciona Ingenier\u00eda, Alcobendas, Spain","institution_ids":["https://openalex.org/I92621186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091909389","display_name":"Miguel Molina-Solana","orcid":"https://orcid.org/0000-0001-5688-2039"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Miguel Molina-Solana","raw_affiliation_strings":["Data Science Institute, Imperial College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Data Science Institute, Imperial College London, London, U.K","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082658750","display_name":"Jes\u00fas R. Campa\u00f1a","orcid":"https://orcid.org/0000-0002-5820-4095"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jesus R. Campana","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, Universidad de Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016753319","display_name":"M. Dolores Ruiz","orcid":"https://orcid.org/0000-0003-1077-3173"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Dolores Ruiz","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, Universidad de Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000475040","display_name":"Mar\u0131\u0301a J. Mart\u0131\u0301n-Bautista","orcid":"https://orcid.org/0000-0002-6973-477X"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maria J. Martin-Bautista","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, Universidad de Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5002340412"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.434,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.87619519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"38748","last_page":"38765"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9549000263214111,"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/hvac","display_name":"HVAC","score":0.8636643886566162},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.7743688225746155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.697375476360321},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.6354526281356812},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5710874199867249},{"id":"https://openalex.org/keywords/occupancy","display_name":"Occupancy","score":0.46039313077926636},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4566686451435089},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.44702884554862976},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.4454270601272583},{"id":"https://openalex.org/keywords/building-management-system","display_name":"Building management system","score":0.4362014830112457},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3702387511730194},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3254631757736206},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.32498353719711304},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2850111722946167},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23762395977973938},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.22997674345970154},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1912260353565216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1600281000137329}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.8636643886566162},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7743688225746155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.697375476360321},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.6354526281356812},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5710874199867249},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.46039313077926636},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4566686451435089},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.44702884554862976},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.4454270601272583},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.4362014830112457},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3702387511730194},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3254631757736206},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.32498353719711304},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2850111722946167},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23762395977973938},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.22997674345970154},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1912260353565216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1600281000137329},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2019.2906311","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2906311","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08669762.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:digibug.ugr.es:10481/59397","is_oa":true,"landing_page_url":"http://hdl.handle.net/10481/59397","pdf_url":null,"source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:52de97c49a6b428c808446b95ffef7d6","is_oa":true,"landing_page_url":"https://doaj.org/article/52de97c49a6b428c808446b95ffef7d6","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 38748-38765 (2019)","raw_type":"article"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/69620","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/69620","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"38765","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2906311","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2906311","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08669762.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8799999952316284,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1462954390","display_name":null,"funder_award_id":"608981","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G1901957056","display_name":null,"funder_award_id":"60898","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5308145083","display_name":null,"funder_award_id":"TIN2015-64776-C3-1-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G5397637122","display_name":null,"funder_award_id":"P9-2014-ING","funder_id":"https://openalex.org/F4320323834","funder_display_name":"Universidad de Granada"},{"id":"https://openalex.org/G56546557","display_name":null,"funder_award_id":"608981","funder_id":"https://openalex.org/F4320333065","funder_display_name":"Seventh Framework Programme"},{"id":"https://openalex.org/G6253013826","display_name":null,"funder_award_id":"TIN2015-64776-C3-1-R","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"},{"id":"https://openalex.org/G7976640279","display_name":null,"funder_award_id":"EeB.NMP.2013-4","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321591","display_name":"Cork Institute of Technology","ror":"https://ror.org/012qxnm65"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320323834","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449"},{"id":"https://openalex.org/F4320333065","display_name":"Seventh Framework Programme","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2923275624.pdf","grobid_xml":"https://content.openalex.org/works/W2923275624.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W245067504","https://openalex.org/W586295233","https://openalex.org/W589246141","https://openalex.org/W787686036","https://openalex.org/W1432496056","https://openalex.org/W1967235646","https://openalex.org/W1973509551","https://openalex.org/W1973944436","https://openalex.org/W1979607444","https://openalex.org/W1987444398","https://openalex.org/W1989221768","https://openalex.org/W1989475308","https://openalex.org/W1991784919","https://openalex.org/W1994994120","https://openalex.org/W1997334587","https://openalex.org/W2009045755","https://openalex.org/W2022650381","https://openalex.org/W2026415859","https://openalex.org/W2026980178","https://openalex.org/W2031092585","https://openalex.org/W2031484596","https://openalex.org/W2033239634","https://openalex.org/W2042143773","https://openalex.org/W2043807141","https://openalex.org/W2057320261","https://openalex.org/W2058671173","https://openalex.org/W2066458499","https://openalex.org/W2071923040","https://openalex.org/W2074941723","https://openalex.org/W2076498130","https://openalex.org/W2079761644","https://openalex.org/W2080980086","https://openalex.org/W2088484156","https://openalex.org/W2093011266","https://openalex.org/W2110472614","https://openalex.org/W2114917205","https://openalex.org/W2122411471","https://openalex.org/W2124467968","https://openalex.org/W2128120029","https://openalex.org/W2151240834","https://openalex.org/W2151916190","https://openalex.org/W2163121678","https://openalex.org/W2166480912","https://openalex.org/W2169658480","https://openalex.org/W2173089344","https://openalex.org/W2180271301","https://openalex.org/W2194923842","https://openalex.org/W2233204649","https://openalex.org/W2269085794","https://openalex.org/W2291601574","https://openalex.org/W2296896507","https://openalex.org/W2342119443","https://openalex.org/W2403386134","https://openalex.org/W2436872002","https://openalex.org/W2460447517","https://openalex.org/W2469115065","https://openalex.org/W2514410025","https://openalex.org/W2515249685","https://openalex.org/W2527328725","https://openalex.org/W2582631488","https://openalex.org/W2593315835","https://openalex.org/W2596420046","https://openalex.org/W2597200533","https://openalex.org/W2602605319","https://openalex.org/W2619213748","https://openalex.org/W2621863683","https://openalex.org/W2734468743","https://openalex.org/W2734611975","https://openalex.org/W2737452968","https://openalex.org/W2742688473","https://openalex.org/W2744228549","https://openalex.org/W2773069998","https://openalex.org/W2789880759","https://openalex.org/W2810292126","https://openalex.org/W2889398644","https://openalex.org/W2908652776","https://openalex.org/W4232100797","https://openalex.org/W4294541781","https://openalex.org/W6735797649"],"related_works":["https://openalex.org/W3045934583","https://openalex.org/W2437015738","https://openalex.org/W4283833227","https://openalex.org/W3093054803","https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W3021806226","https://openalex.org/W2538009942","https://openalex.org/W2104957212","https://openalex.org/W2332573992"],"abstract_inverted_index":{"Despite":[0],"the":[1,45,119,140,167,176,183,190,194],"increasing":[2],"capabilities":[3],"of":[4,44,113,127,133,193],"information":[5],"technologies":[6],"for":[7,118],"data":[8],"acquisition":[9],"and":[10,20,37,52,83,122,129,145,152,165,180],"processing,":[11],"building":[12,46,142,157],"energy":[13,171],"management":[14],"systems":[15],"still":[16],"require":[17],"manual":[18],"configuration":[19],"supervision":[21],"to":[22,31,47,53,57,102,139,189],"achieve":[23],"optimal":[24],"performance.":[25],"Model":[26],"predictive":[27],"control":[28,59],"(MPC)":[29],"aims":[30],"leverage":[32],"equipment":[33],"control-particularly":[34],"heating,":[35],"ventilation,":[36],"air":[38],"conditioning":[39],"(HVAC)-by":[40],"using":[41],"a":[42,91,97,134,162],"model":[43,101],"capture":[48],"its":[49,55],"dynamic":[50],"characteristics":[51],"predict":[54],"response":[56],"alternative":[58],"scenarios.":[60],"Usually,":[61],"MPC":[62,93],"approaches":[63],"are":[64],"based":[65],"on":[66],"simplified":[67],"linear":[68],"models,":[69],"which":[70],"support":[71],"faster":[72],"computation":[73],"but":[74],"also":[75],"present":[76],"some":[77],"limitations":[78],"regarding":[79],"interpretability,":[80],"solution":[81],"diversification,":[82],"longer-term":[84],"optimization.":[85],"In":[86],"this":[87],"paper,":[88],"we":[89],"propose":[90],"novel":[92],"algorithm":[94],"that":[95],"uses":[96],"full-complexity":[98],"grey-box":[99],"simulation":[100],"optimize":[103],"HVAC":[104],"operation":[105,115,192],"in":[106,125,154,158,161,166,182],"non-residential":[107],"buildings.":[108],"Our":[109],"system":[110,148],"generates":[111],"hundreds":[112],"candidate":[114],"plans,":[116],"typically":[117],"next":[120],"day,":[121],"evaluates":[123],"them":[124],"terms":[126],"consumption":[128],"comfort":[130],"by":[131],"means":[132],"parallel":[135],"simulator":[136],"configured":[137],"according":[138],"expected":[141],"conditions":[143],"(weather":[144],"occupancy).":[146],"The":[147],"has":[149],"been":[150],"implemented":[151],"tested":[153],"an":[155],"office":[156],"Helsinki,":[159],"both":[160],"simulated":[163],"environment":[164],"real":[168],"building,":[169],"yielding":[170],"savings":[172],"around":[173],"35%":[174],"during":[175],"intermediate":[177],"winter":[178,185],"season":[179,186],"20%":[181],"whole":[184],"with":[187],"respect":[188],"current":[191],"heating":[195],"equipment.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}