{"id":"https://openalex.org/W4382935897","doi":"https://doi.org/10.23919/acc55779.2023.10156041","title":"Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models","display_name":"Uncertainty-aware Flexibility Envelope Prediction in Buildings with Controller-agnostic Battery Models","publication_year":2023,"publication_date":"2023-05-31","ids":{"openalex":"https://openalex.org/W4382935897","doi":"https://doi.org/10.23919/acc55779.2023.10156041"},"language":"en","primary_location":{"id":"doi:10.23919/acc55779.2023.10156041","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/acc55779.2023.10156041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 American Control Conference (ACC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/200506","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012155644","display_name":"Paul Scharnhorst","orcid":"https://orcid.org/0000-0003-0942-5032"},"institutions":[{"id":"https://openalex.org/I135218257","display_name":"Swiss Center for Electronics and Microtechnology (Switzerland)","ror":"https://ror.org/05nrrsx06","country_code":"CH","type":"company","lineage":["https://openalex.org/I135218257"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Paul Scharnhorst","raw_affiliation_strings":["CSEM S.A.,Neuchâtel,Switzerland,2002"],"affiliations":[{"raw_affiliation_string":"CSEM S.A.,Neuchâtel,Switzerland,2002","institution_ids":["https://openalex.org/I135218257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059708924","display_name":"Baptiste Schubnel","orcid":"https://orcid.org/0000-0001-5029-6450"},"institutions":[{"id":"https://openalex.org/I135218257","display_name":"Swiss Center for Electronics and Microtechnology (Switzerland)","ror":"https://ror.org/05nrrsx06","country_code":"CH","type":"company","lineage":["https://openalex.org/I135218257"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Baptiste Schubnel","raw_affiliation_strings":["CSEM S.A.,Neuchâtel,Switzerland,2002"],"affiliations":[{"raw_affiliation_string":"CSEM S.A.,Neuchâtel,Switzerland,2002","institution_ids":["https://openalex.org/I135218257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039838550","display_name":"Rafael E. Carrillo","orcid":"https://orcid.org/0000-0001-7149-6304"},"institutions":[{"id":"https://openalex.org/I135218257","display_name":"Swiss Center for Electronics and Microtechnology (Switzerland)","ror":"https://ror.org/05nrrsx06","country_code":"CH","type":"company","lineage":["https://openalex.org/I135218257"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Rafael E. Carrillo","raw_affiliation_strings":["CSEM S.A.,Neuchâtel,Switzerland,2002"],"affiliations":[{"raw_affiliation_string":"CSEM S.A.,Neuchâtel,Switzerland,2002","institution_ids":["https://openalex.org/I135218257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019261066","display_name":"Pierre\u2010Jean Alet","orcid":"https://orcid.org/0000-0003-0604-9043"},"institutions":[{"id":"https://openalex.org/I135218257","display_name":"Swiss Center for Electronics and Microtechnology (Switzerland)","ror":"https://ror.org/05nrrsx06","country_code":"CH","type":"company","lineage":["https://openalex.org/I135218257"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pierre-Jean Alet","raw_affiliation_strings":["CSEM S.A.,Neuchâtel,Switzerland,2002"],"affiliations":[{"raw_affiliation_string":"CSEM S.A.,Neuchâtel,Switzerland,2002","institution_ids":["https://openalex.org/I135218257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085117832","display_name":"Colin N. Jones","orcid":"https://orcid.org/0000-0001-7239-4799"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Colin N. Jones","raw_affiliation_strings":["EPFL,LA,Lausanne,Switzerland,1015"],"affiliations":[{"raw_affiliation_string":"EPFL,LA,Lausanne,Switzerland,1015","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012155644"],"corresponding_institution_ids":["https://openalex.org/I135218257"],"apc_list":null,"apc_paid":null,"fwci":0.3152,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5502853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"583","last_page":"590"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9993000030517578,"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":0.9993000030517578,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.9717000126838684,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7298399209976196},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.726507306098938},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6368435621261597},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.5413962602615356},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5207131505012512},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4704793095588684},{"id":"https://openalex.org/keywords/robust-control","display_name":"Robust control","score":0.4281892776489258},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3743016719818115},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3278051018714905},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32019782066345215},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.20523446798324585},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16628924012184143},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.095277339220047}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7298399209976196},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.726507306098938},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6368435621261597},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.5413962602615356},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5207131505012512},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4704793095588684},{"id":"https://openalex.org/C31531917","wikidata":"https://www.wikidata.org/wiki/Q915157","display_name":"Robust control","level":3,"score":0.4281892776489258},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3743016719818115},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3278051018714905},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32019782066345215},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.20523446798324585},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16628924012184143},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.095277339220047},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/acc55779.2023.10156041","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/acc55779.2023.10156041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 American Control Conference (ACC)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:304827","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/200506","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WoS","raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:304827","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/200506","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WoS","raw_type":"conference proceedings"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.6499999761581421,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W628510808","https://openalex.org/W1553648478","https://openalex.org/W1717775628","https://openalex.org/W2032025172","https://openalex.org/W2109427113","https://openalex.org/W2166313543","https://openalex.org/W2343277916","https://openalex.org/W2488777635","https://openalex.org/W2735866394","https://openalex.org/W2794034951","https://openalex.org/W3021900882","https://openalex.org/W3131354146","https://openalex.org/W3155630619","https://openalex.org/W3166672213","https://openalex.org/W3168665652","https://openalex.org/W3200082106","https://openalex.org/W3201337335","https://openalex.org/W3213504630","https://openalex.org/W4210663851","https://openalex.org/W4211049957","https://openalex.org/W4286894699","https://openalex.org/W6629804754","https://openalex.org/W6775564976","https://openalex.org/W6803283192"],"related_works":["https://openalex.org/W2468279273","https://openalex.org/W2354198838","https://openalex.org/W1989130879","https://openalex.org/W2341492732","https://openalex.org/W2103419012","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W1980376593"],"abstract_inverted_index":{"Buildings":[0],"are":[1],"a":[2,18,29,43,52,105],"promising":[3],"source":[4],"of":[5,10,28,45,88,101],"flexibility":[6,56,102],"for":[7,104],"the":[8,25,35,63,74,89,98,110],"application":[9],"demand":[11],"response.":[12],"In":[13],"this":[14],"work,":[15],"we":[16,96],"introduce":[17],"novel":[19],"battery":[20,36],"model":[21,37,75,108],"formulation":[22,76],"to":[23,80,84],"capture":[24],"state":[26],"evolution":[27],"single":[30],"building.":[31],"Being":[32],"fully":[33],"data-driven,":[34],"identification":[38],"requires":[39],"one":[40,50],"dataset":[41],"from":[42,51,109],"period":[44,53],"nominal":[46],"controller":[47,67],"operation,":[48],"and":[49,77],"with":[54],"relative":[55],"requests,":[57],"without":[58],"making":[59],"any":[60],"assumptions":[61],"on":[62],"underlying,":[64],"but":[65],"fixed,":[66],"structure.":[68],"We":[69],"consider":[70],"parameter":[71],"uncertainty":[72,93],"in":[73,91],"show":[78],"how":[79],"use":[81],"risk":[82,86],"measures":[83],"encode":[85],"preferences":[87],"user":[90],"robust":[92],"sets.":[94],"Finally,":[95],"demonstrate":[97],"uncertainty-aware":[99],"prediction":[100],"envelopes":[103],"building":[106],"simulation":[107],"Python":[111],"library":[112],"Energym.":[113]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}