{"id":"https://openalex.org/W2974647966","doi":"https://doi.org/10.1109/coase.2019.8842846","title":"Scenario-based Model Predictive Control Approach for Heating Systems in an Office Building","display_name":"Scenario-based Model Predictive Control Approach for Heating Systems in an Office Building","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2974647966","doi":"https://doi.org/10.1109/coase.2019.8842846","mag":"2974647966"},"language":"en","primary_location":{"id":"doi:10.1109/coase.2019.8842846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2019.8842846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th 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/A5049055444","display_name":"Tom\u00e1s Pippia","orcid":"https://orcid.org/0000-0003-1730-8266"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Tomas Pippia","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017142204","display_name":"Jesus Lago","orcid":"https://orcid.org/0000-0001-8565-0763"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jesus Lago","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020638649","display_name":"Roel De Coninck","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138201","display_name":"3E (Belgium)","ror":"https://ror.org/03d33vh19","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210138201"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Roel De Coninck","raw_affiliation_strings":["3E, Brussels, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"3E, Brussels, Belgium","institution_ids":["https://openalex.org/I4210138201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083674976","display_name":"Joris Sijs","orcid":null},"institutions":[{"id":"https://openalex.org/I148297040","display_name":"Netherlands Organisation for Applied Scientific Research","ror":"https://ror.org/01bnjb948","country_code":"NL","type":"nonprofit","lineage":["https://openalex.org/I148297040"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Joris Sijs","raw_affiliation_strings":["TNO Technical Sciences, Den Haag, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TNO Technical Sciences, Den Haag, The Netherlands","institution_ids":["https://openalex.org/I148297040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026547410","display_name":"Bart De Schutter","orcid":"https://orcid.org/0000-0001-9867-6196"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bart De Schutter","raw_affiliation_strings":["Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft Center for Systems and Control, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2257,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78745497,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1243","last_page":"1248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9991000294685364,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.958899974822998,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.8616488575935364},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7265322804450989},{"id":"https://openalex.org/keywords/modelica","display_name":"Modelica","score":0.7105300426483154},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7017477750778198},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6727269887924194},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6400887370109558},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.6369388103485107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6224902868270874},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.43861258029937744},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3503762483596802},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21376541256904602},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.18644529581069946},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16320550441741943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1115376353263855}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.8616488575935364},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7265322804450989},{"id":"https://openalex.org/C37785467","wikidata":"https://www.wikidata.org/wiki/Q385325","display_name":"Modelica","level":2,"score":0.7105300426483154},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7017477750778198},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6727269887924194},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6400887370109558},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.6369388103485107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6224902868270874},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.43861258029937744},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3503762483596802},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21376541256904602},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.18644529581069946},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16320550441741943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1115376353263855},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/coase.2019.8842846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2019.8842846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},{"id":"pmh:oai:oai-pmh.tno.nl:50409","is_oa":false,"landing_page_url":"https://resolver.tno.nl/uuid:fc4b9787-76ee-490b-8dd8-0a7be7da561e","pdf_url":null,"source":{"id":"https://openalex.org/S7407055233","display_name":"TNO Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:tudelft.nl:uuid:79c32ad4-f1de-4669-b110-4e3bb884f419","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:79c32ad4-f1de-4669-b110-4e3bb884f419","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},{"id":"pmh:oai:tudelft.nl:uuid:fc4b9787-76ee-490b-8dd8-0a7be7da561e","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:fc4b9787-76ee-490b-8dd8-0a7be7da561e","pdf_url":null,"source":{"id":"https://openalex.org/S4306402238","display_name":"Repository hosted by TU Delft Library (TU Delft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE International Conference on Automation Science and Engineering, 15th IEEE International Conference on Automation Science and Engineering, CASE 2019, 22 August 2019 through 26 August 2019, 1243-1248","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8105561290","display_name":"Innovative controls for renewable sources Integration into smart energy systems","funder_award_id":"675318","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W320166343","https://openalex.org/W1561941139","https://openalex.org/W1588241099","https://openalex.org/W1908007089","https://openalex.org/W1983622617","https://openalex.org/W1984515777","https://openalex.org/W1991115896","https://openalex.org/W1993726338","https://openalex.org/W2028678875","https://openalex.org/W2048047354","https://openalex.org/W2079994361","https://openalex.org/W2113810680","https://openalex.org/W2123871098","https://openalex.org/W2130108104","https://openalex.org/W2163121678","https://openalex.org/W2166313543","https://openalex.org/W2180271301","https://openalex.org/W2213594914","https://openalex.org/W2399440847","https://openalex.org/W2792270834","https://openalex.org/W2842089854","https://openalex.org/W2885645302","https://openalex.org/W2886605681","https://openalex.org/W2907233437","https://openalex.org/W4211147054","https://openalex.org/W6841545689"],"related_works":["https://openalex.org/W2357836719","https://openalex.org/W2387860042","https://openalex.org/W2352924432","https://openalex.org/W281208081","https://openalex.org/W4309834090","https://openalex.org/W2331379850","https://openalex.org/W4309556325","https://openalex.org/W1577074301","https://openalex.org/W2377169542","https://openalex.org/W2000675896"],"abstract_inverted_index":{"In":[0,82],"the":[1,11,44,56,59,71,88,118,131,147,162,192],"context":[2],"of":[3,43,58,70,117,191],"building":[4,72],"heating":[5],"systems":[6],"control":[7,187],"in":[8,146],"office":[9],"buildings,":[10],"current":[12,89,148],"state-of-the-art":[13],"applies":[14],"either":[15],"a":[16,25,29,33,51,99,104,110,169,206],"deterministic":[17,212],"Model":[18],"Predictive":[19],"Control":[20],"(MPC)":[21],"controller":[22,203],"together":[23,102],"with":[24,32,103,189],"nonlinear":[26,100,173],"model,":[27],"or":[28],"linearized":[30],"model":[31,101,163],"stochastic":[34,105],"MPC":[35,38,106,112,181,202],"controller.":[36,107],"Deterministic":[37],"considers":[39],"only":[40,150],"one":[41],"realization":[42],"external":[45,132,193],"disturbances,":[46,194],"which":[47,165],"can":[48,204],"lead":[49],"to":[50,77,124,160,167,210],"low":[52],"performance":[53,208],"solution":[54],"if":[55],"forecasts":[57],"disturbances":[60,119],"are":[61,67,120],"not":[62],"accurate.":[63],"Similarly,":[64],"linear":[65],"models":[66],"simplified":[68],"representations":[69],"dynamics":[73],"and":[74,172,195],"might":[75],"fail":[76],"capture":[78],"some":[79],"relevant":[80],"behavior.":[81],"this":[83],"paper,":[84],"we":[85,97,157,176,196],"improve":[86],"upon":[87],"literature":[90,149],"by":[91],"combining":[92],"these":[93],"two":[94],"approaches,":[95],"i.e.":[96],"adopt":[98],"We":[108],"consider":[109],"scenario-based":[111,201],"(SBMPC),":[113],"where":[114],"many":[115],"realizations":[116],"considered,":[121],"so":[122,144],"as":[123],"include":[125],"more":[126,170],"possible":[127],"future":[128],"trajectories":[129],"for":[130],"disturbances.":[133],"The":[134],"adopted":[135],"scenario":[136],"generation":[137],"method":[138],"provides":[139],"statistically":[140],"significant":[141],"scenarios,":[142],"whereas":[143],"far":[145],"approximate":[151],"methods":[152],"have":[153,168],"been":[154],"applied.":[155],"Moreover,":[156],"use":[158],"Modelica":[159],"obtain":[161],"description,":[164],"allows":[166],"accurate":[171],"model.":[174],"Lastly,":[175],"perform":[177],"simulations":[178],"comparing":[179],"standard":[180,211],"vs":[182,184],"SBMPC":[183],"an":[185],"optimal":[186],"approach":[188],"measurements":[190],"show":[197],"how":[198],"our":[199],"proposed":[200],"achieve":[205],"better":[207],"compared":[209],"MPC.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
