{"id":"https://openalex.org/W2796821376","doi":"https://doi.org/10.1145/3137133.3141458","title":"Synthetic dataset generation for non-intrusive load monitoring in commercial buildings","display_name":"Synthetic dataset generation for non-intrusive load monitoring in commercial buildings","publication_year":2017,"publication_date":"2017-11-08","ids":{"openalex":"https://openalex.org/W2796821376","doi":"https://doi.org/10.1145/3137133.3141458","mag":"2796821376"},"language":"en","primary_location":{"id":"doi:10.1145/3137133.3141458","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3137133.3141458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments","raw_type":"proceedings-article"},"type":"article","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/A5024630638","display_name":"Simon Henriet","orcid":"https://orcid.org/0000-0003-3736-8733"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Simon Henriet","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053326908","display_name":"Umut \u015eim\u015fekli","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Umut Simsekli","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055423112","display_name":"Ga\u00ebl Richard","orcid":"https://orcid.org/0000-0002-4960-0010"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ga\u00ebl Richard","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091073340","display_name":"Beno\u00eet Fuentes","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benoit Fuentes","raw_affiliation_strings":["Smart Impulse, France"],"affiliations":[{"raw_affiliation_string":"Smart Impulse, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024630638"],"corresponding_institution_ids":["https://openalex.org/I277688954"],"apc_list":null,"apc_paid":null,"fwci":0.5734,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71257457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9943000078201294,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.984000027179718,"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/computer-science","display_name":"Computer science","score":0.7333968281745911}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7333968281745911}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3137133.3141458","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3137133.3141458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.6200000047683716,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W1592493173","https://openalex.org/W2020517213"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"In":[0,88],"the":[1,15,25,35,38,51,56,61,76,92,96,135],"recent":[2],"years,":[3],"there":[4],"has":[5],"been":[6],"an":[7],"increasing":[8],"academic":[9],"and":[10,119],"industrial":[11],"interest":[12],"for":[13,32,82,105],"analyzing":[14],"electrical":[16],"consumption":[17],"of":[18,37,55,63,85,98,114],"commercial":[19,45,69,128],"buildings.":[20,87,129],"Whilst":[21],"having":[22],"similarities":[23],"with":[24],"Non":[26],"Intrusive":[27],"Load":[28],"Monitoring":[29],"(NILM)":[30],"tasks":[31],"residential":[33],"buildings,":[34],"nature":[36],"signals":[39],"that":[40,60,123,134],"are":[41],"collected":[42,67,125],"from":[43,68,126],"large":[44,86],"buildings":[46,70],"introduces":[47],"additional":[48],"difficulties":[49,58],"to":[50,90],"NILM":[52,77],"research.":[53],"One":[54],"main":[57],"is":[59,71,124],"amount":[62],"publicly":[64,116],"available":[65,117],"datasets":[66,118],"very":[72],"limited,":[73],"which":[74],"makes":[75],"research":[78],"even":[79],"more":[80],"challenging":[81],"this":[83],"type":[84],"order":[89],"circumvent":[91],"issues":[93],"caused":[94],"by":[95,111],"lack":[97],"data":[99,137],"available,":[100],"we":[101],"propose":[102],"a":[103],"model":[104],"generating":[106],"realistic":[107],"synthetic":[108],"current":[109],"waveforms":[110],"making":[112],"use":[113],"both":[115],"our":[120],"private":[121],"dataset":[122],"real":[127,139],"Our":[130],"primarily":[131],"experiments":[132],"show":[133],"generated":[136],"ressemble":[138],"datasets.":[140]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}