{"id":"https://openalex.org/W4412603412","doi":"https://doi.org/10.7148/2025-0711","title":"Dynamic Use-Phase Variability In IoT-Enabled Systems: A Simulation-Based Case Study Of Smart Thermostats","display_name":"Dynamic Use-Phase Variability In IoT-Enabled Systems: A Simulation-Based Case Study Of Smart Thermostats","publication_year":2025,"publication_date":"2025-06-24","ids":{"openalex":"https://openalex.org/W4412603412","doi":"https://doi.org/10.7148/2025-0711"},"language":"en","primary_location":{"id":"doi:10.7148/2025-0711","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2025-0711","pdf_url":"http://www.scs-europe.net/dlib/2025/ecms2025acceptedpapers/0711_sstmsv_ecms2025_0063.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2025 Proceedings edited by Marco Scarpa, Salvatore Cavalieri, Salvatore Serrano, Fabrizio De Vita","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://www.scs-europe.net/dlib/2025/ecms2025acceptedpapers/0711_sstmsv_ecms2025_0063.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5098969371","display_name":"Mohamed Ramadane","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mohamed Ramadane","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5098969372","display_name":"Doris Bohnet","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Doris Bohnet","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5098969371"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15818817,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"711","last_page":"717"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9194999933242798,"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"}},"topics":[{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9194999933242798,"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/thermostat","display_name":"Thermostat","score":0.939757764339447},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6973066329956055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6639987826347351},{"id":"https://openalex.org/keywords/phase","display_name":"Phase (matter)","score":0.44685038924217224},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3326151967048645},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.329466313123703},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14884698390960693},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10224464535713196}],"concepts":[{"id":"https://openalex.org/C187819001","wikidata":"https://www.wikidata.org/wiki/Q187665","display_name":"Thermostat","level":2,"score":0.939757764339447},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6973066329956055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6639987826347351},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.44685038924217224},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3326151967048645},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.329466313123703},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14884698390960693},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10224464535713196},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.7148/2025-0711","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2025-0711","pdf_url":"http://www.scs-europe.net/dlib/2025/ecms2025acceptedpapers/0711_sstmsv_ecms2025_0063.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2025 Proceedings edited by Marco Scarpa, Salvatore Cavalieri, Salvatore Serrano, Fabrizio De Vita","raw_type":"proceedings-article"},{"id":"pmh:oai:elib.uni-konstanz.de-htwg:5692","is_oa":false,"landing_page_url":"https://opus.htwg-konstanz.de/frontdoor/index/index/docId/5692","pdf_url":null,"source":{"id":"https://openalex.org/S4306400170","display_name":"URN-Resolver at the German National Library (German National Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802635041","host_organization_name":"Technische Informationsbibliothek (TIB)","host_organization_lineage":["https://openalex.org/I2802635041"],"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":"doc-type:conferenceObject"}],"best_oa_location":{"id":"doi:10.7148/2025-0711","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2025-0711","pdf_url":"http://www.scs-europe.net/dlib/2025/ecms2025acceptedpapers/0711_sstmsv_ecms2025_0063.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2025 Proceedings edited by Marco Scarpa, Salvatore Cavalieri, Salvatore Serrano, Fabrizio De Vita","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2631452109","display_name":null,"funder_award_id":"(ERDF)","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320337753","display_name":"Interreg","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412603412.pdf","grobid_xml":"https://content.openalex.org/works/W4412603412.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2038237118","https://openalex.org/W3121872160","https://openalex.org/W2349862066","https://openalex.org/W2099131511","https://openalex.org/W4237978858","https://openalex.org/W2042349461","https://openalex.org/W2211199051","https://openalex.org/W1965959983","https://openalex.org/W2061338932","https://openalex.org/W2156382201"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"we":[3,81],"demonstrate":[4],"that":[5,27,58],"static":[6],"estimates":[7],"are":[8,92],"inadequate":[9],"for":[10,109],"characterizing":[11],"the":[12,29,60,100,103,107,114],"use-phase":[13],"performance":[14],"of":[15,32,67,102,117],"IoT-enabled":[16],"systems.":[17,119],"We":[18],"present":[19],"a":[20,25,33,50,55],"case":[21],"study":[22],"based":[23,62],"on":[24,63],"simulation":[26,48],"evaluates":[28],"thermal":[30],"behavior":[31],"room":[34],"over":[35],"one":[36],"year":[37],"using":[38],"real":[39],"2023":[40],"outdoor":[41],"temperature":[42,79],"data":[43],"from":[44],"Konstanz":[45],"(Germany).":[46],"The":[47,89],"integrates":[49],"conventional":[51],"heating":[52,61],"source":[53],"with":[54],"smart":[56],"thermostat":[57],"adjusts":[59],"occupancy":[64],"and":[65,78,106],"time":[66],"day":[68],"preferences.":[69],"By":[70],"varying":[71],"key":[72],"parameters":[73],"such":[74,118],"as":[75],"wall":[76],"thickness":[77],"setpoints,":[80],"reveal":[82],"significant":[83],"variations":[84],"in":[85],"predicted":[86],"energy":[87],"savings.":[88],"savings":[90],"distributions":[91],"irregular,":[93],"often":[94],"fat-tailed":[95],"or":[96],"multi-modal.":[97],"This":[98],"shows":[99],"complexity":[101],"use":[104],"phase":[105],"need":[108],"dynamic":[110],"modeling":[111],"when":[112],"assessing":[113],"environmental":[115],"impact":[116]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}