{"id":"https://openalex.org/W4310881478","doi":"https://doi.org/10.1145/3563357.3566154","title":"What's up for the weekend?","display_name":"What's up for the weekend?","publication_year":2022,"publication_date":"2022-11-09","ids":{"openalex":"https://openalex.org/W4310881478","doi":"https://doi.org/10.1145/3563357.3566154"},"language":"en","primary_location":{"id":"doi:10.1145/3563357.3566154","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563357.3566154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","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/A5060624348","display_name":"Mazen Bouchur","orcid":"https://orcid.org/0000-0002-3999-6971"},"institutions":[{"id":"https://openalex.org/I43980791","display_name":"Clausthal University of Technology","ror":"https://ror.org/04qb8nc58","country_code":"DE","type":"education","lineage":["https://openalex.org/I43980791"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mazen Bouchur","raw_affiliation_strings":["TU Clausthal, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Clausthal, Germany","institution_ids":["https://openalex.org/I43980791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063145683","display_name":"Daniel Szafranski","orcid":"https://orcid.org/0000-0001-9527-6664"},"institutions":[{"id":"https://openalex.org/I43980791","display_name":"Clausthal University of Technology","ror":"https://ror.org/04qb8nc58","country_code":"DE","type":"education","lineage":["https://openalex.org/I43980791"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Szafranski","raw_affiliation_strings":["TU Clausthal, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Clausthal, Germany","institution_ids":["https://openalex.org/I43980791"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115600302","display_name":"Andreas Reinhardt","orcid":"https://orcid.org/0000-0002-8637-8420"},"institutions":[{"id":"https://openalex.org/I43980791","display_name":"Clausthal University of Technology","ror":"https://ror.org/04qb8nc58","country_code":"DE","type":"education","lineage":["https://openalex.org/I43980791"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Reinhardt","raw_affiliation_strings":["TU Clausthal, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TU Clausthal, Germany","institution_ids":["https://openalex.org/I43980791"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I43980791"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17700775,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"398","last_page":"402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9976000189781189,"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":0.9957000017166138,"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/partition","display_name":"Partition (number theory)","score":0.8348950147628784},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7987561225891113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6998229026794434},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6420496702194214},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.454730361700058},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4441840350627899},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43939799070358276},{"id":"https://openalex.org/keywords/duration","display_name":"Duration (music)","score":0.41535964608192444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2328105866909027},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14189085364341736},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13221663236618042}],"concepts":[{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.8348950147628784},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7987561225891113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6998229026794434},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6420496702194214},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.454730361700058},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4441840350627899},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43939799070358276},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.41535964608192444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2328105866909027},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14189085364341736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13221663236618042},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3563357.3566154","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563357.3566154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1479651931","https://openalex.org/W2097481773","https://openalex.org/W2338255398","https://openalex.org/W2566212894","https://openalex.org/W2778611676","https://openalex.org/W2984293231","https://openalex.org/W3018146328","https://openalex.org/W3099873379","https://openalex.org/W3131561238","https://openalex.org/W3173583667","https://openalex.org/W3215249021"],"related_works":["https://openalex.org/W2348837382","https://openalex.org/W746329893","https://openalex.org/W4205872570","https://openalex.org/W4245971243","https://openalex.org/W1922805944","https://openalex.org/W4253588120","https://openalex.org/W2383732295","https://openalex.org/W2942717012","https://openalex.org/W4248716494","https://openalex.org/W2246563867"],"abstract_inverted_index":{"Interactions":[0],"with":[1],"most":[2,41],"electrical":[3],"appliances":[4,25],"in":[5,166,182,196],"buildings":[6],"are":[7,33,98,107],"governed":[8],"by":[9,100,188],"temporal":[10,192],"patterns.":[11],"Daily":[12],"routines":[13],"and":[14,35,43,54,72,104,133],"activities":[15],"have":[16],"an":[17,89,173],"inherent":[18],"impact":[19],"on":[20,52,130],"(1)":[21],"the":[22,55,58,70,101,138,147,153,183,189,197],"types":[23],"of":[24,57,156],"being":[26],"used,":[27],"(2)":[28],"at":[29],"what":[30,38],"time":[31,53,71],"they":[32],"operated,":[34],"(3)":[36],"for":[37,109],"duration.":[39],"Similarly,":[40],"commercial":[42],"industrial":[44],"energy":[45,120],"consumers":[46],"exhibit":[47],"consumption":[48,121],"characteristics":[49],"that":[50,163,172],"depend":[51],"day":[56,73,102],"week.":[59],"Almost":[60],"all":[61],"published":[62],"load":[63,91],"disaggregation":[64,92,154,184,198],"methods":[65,116],"are,":[66],"however,":[67],"agnostic":[68],"to":[69,117,144,176],"during":[74],"which":[75],"their":[76],"input":[77,96],"data":[78,97,148],"has":[79],"been":[80],"collected.":[81],"In":[82],"this":[83],"work,":[84],"we":[85],"hence":[86],"study":[87],"whether":[88],"improved":[90],"is":[93,128,194],"possible":[94],"when":[95,191],"partitioned":[99],"type,":[103],"separate":[105,146],"models":[106],"created":[108],"each":[110,157],"partition.":[111],"We":[112,151],"specifically":[113],"consider":[114],"two":[115,123],"partition":[118],"daily":[119],"into":[122,149],"sets.":[124],"The":[125],"first":[126],"method":[127,140,159],"based":[129],"separating":[131],"weekends":[132],"holidays":[134],"(from":[135],"weekdays),":[136],"while":[137],"second":[139],"uses":[141],"k-means":[142],"clustering":[143,158],"autonomously":[145],"clusters.":[150],"evaluate":[152],"performance":[155],"using":[160],"three":[161],"datasets":[162],"were":[164],"collected":[165],"different":[167],"settings.":[168],"Our":[169],"results":[170],"show":[171],"improvement":[174],"up":[175],"40":[177],"%":[178],"can":[179],"be":[180],"reached":[181],"accuracy,":[185],"as":[186],"measured":[187],"MAE,":[190],"information":[193],"considered":[195],"process.":[199]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}