{"id":"https://openalex.org/W2567979316","doi":"https://doi.org/10.1109/iecon.2016.7793228","title":"Statistical load and generation modelling for long term studies of low voltage networks in presence of sparse smart metering data","display_name":"Statistical load and generation modelling for long term studies of low voltage networks in presence of sparse smart metering data","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2567979316","doi":"https://doi.org/10.1109/iecon.2016.7793228","mag":"2567979316"},"language":"en","primary_location":{"id":"doi:10.1109/iecon.2016.7793228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2016.7793228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society","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/A5037525387","display_name":"Jean\u2010Fran\u00e7ois Toubeau","orcid":"https://orcid.org/0000-0001-9853-2694"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jean-Francois Toubeau","raw_affiliation_strings":["Electrical Power Engineering Unit, University of Mons (UMONS), Mons, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Power Engineering Unit, University of Mons (UMONS), Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051025851","display_name":"Martin Hupez","orcid":"https://orcid.org/0000-0003-1259-4494"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Martin Hupez","raw_affiliation_strings":["Electrical Power Engineering Unit, University of Mons (UMONS), Mons, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Power Engineering Unit, University of Mons (UMONS), Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006970389","display_name":"Vasiliki Klonari","orcid":null},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Vasiliki Klonari","raw_affiliation_strings":["Electrical Power Engineering Unit, University of Mons (UMONS), Mons, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Power Engineering Unit, University of Mons (UMONS), Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074672368","display_name":"Zacharie De Gr\u00e8ve","orcid":"https://orcid.org/0000-0002-1167-7178"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Zacharie De Greve","raw_affiliation_strings":["Electrical Power Engineering Unit, University of Mons (UMONS), Mons, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Power Engineering Unit, University of Mons (UMONS), Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048669676","display_name":"Fran\u00e7ois Vall\u00e9e","orcid":"https://orcid.org/0000-0002-2409-2128"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Francois Vallee","raw_affiliation_strings":["Electrical Power Engineering Unit, University of Mons (UMONS), Mons, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Power Engineering Unit, University of Mons (UMONS), Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130929987"],"apc_list":null,"apc_paid":null,"fwci":1.6145,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82576884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3900","last_page":"3905"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9993000030517578,"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":0.9993000030517578,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9988999962806702,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9975000023841858,"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/metering-mode","display_name":"Metering mode","score":0.8096507787704468},{"id":"https://openalex.org/keywords/observability","display_name":"Observability","score":0.7010868787765503},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.697125256061554},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6597160696983337},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6277573108673096},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5364376306533813},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.5297071933746338},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4228425621986389},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.37268713116645813},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35598915815353394},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24410861730575562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16109469532966614},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11250168085098267}],"concepts":[{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.8096507787704468},{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.7010868787765503},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.697125256061554},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6597160696983337},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6277573108673096},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5364376306533813},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.5297071933746338},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4228425621986389},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.37268713116645813},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35598915815353394},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24410861730575562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16109469532966614},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11250168085098267},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iecon.2016.7793228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2016.7793228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},{"id":"pmh:oai:orbi.umons.ac.be:20.500.12907/36771","is_oa":false,"landing_page_url":"https://orbi.umons.ac.be/handle/20.500.12907/36771","pdf_url":null,"source":{"id":"https://openalex.org/S7407055454","display_name":"ORBi UMONS","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":"42nd Annual Conference of Industrial Electronics Society, IEEE IECON2016, Florence, Italy [IT], 2016","raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W432349697","https://openalex.org/W1500829413","https://openalex.org/W1558610993","https://openalex.org/W1993608030","https://openalex.org/W2005898567","https://openalex.org/W2016386964","https://openalex.org/W2032916024","https://openalex.org/W2042569829","https://openalex.org/W2044531164","https://openalex.org/W2045764874","https://openalex.org/W2048092465","https://openalex.org/W2066384055","https://openalex.org/W2071583736","https://openalex.org/W2074455277","https://openalex.org/W2084067034","https://openalex.org/W2108177991","https://openalex.org/W2115294291","https://openalex.org/W2155405335","https://openalex.org/W2163645342","https://openalex.org/W2169951170","https://openalex.org/W2183017968","https://openalex.org/W2330456757","https://openalex.org/W2336634774","https://openalex.org/W2609149637","https://openalex.org/W6686299292","https://openalex.org/W6703370359","https://openalex.org/W7065462969"],"related_works":["https://openalex.org/W2147787910","https://openalex.org/W2585927545","https://openalex.org/W3204629386","https://openalex.org/W2087588369","https://openalex.org/W2219215261","https://openalex.org/W2600607953","https://openalex.org/W2903362598","https://openalex.org/W2278257289","https://openalex.org/W2605658820","https://openalex.org/W2540869100"],"abstract_inverted_index":{"The":[0,98,124,163],"lack":[1],"of":[2,49,92,95,127,134,153,165,187],"monitoring":[3],"data":[4,87],"in":[5,89],"Low":[6],"Voltage":[7],"(LV)":[8],"networks":[9],"has":[10],"lately":[11],"become":[12],"a":[13,173,179],"major":[14],"concern":[15],"since":[16],"their":[17,59],"operation":[18],"is":[19,37,62,73,100,147,169,202],"currently":[20,194],"undergoing":[21],"significant":[22],"changes":[23],"driven":[24],"by":[25],"the":[26,33,47,55,90,96,128,132,185],"worldwide":[27],"desire":[28],"to":[29,40,46,64,77,102,149,157,178,193],"support":[30],"and":[31,72,116],"facilitate":[32],"energy":[34],"transition.":[35],"It":[36],"therefore":[38,74],"essential":[39],"improve":[41],"network":[42],"observability,":[43],"which":[44],"leads":[45],"deployment":[48],"smart":[50],"metering":[51,122],"(SM)":[52],"devices":[53],"at":[54,84],"end-user":[56],"level.":[57],"However,":[58],"actual":[60],"roll-out":[61],"confronted":[63],"technical,":[65],"financial":[66],"as":[67,69,198],"well":[68],"social":[70],"barriers,":[71],"still":[75],"limited":[76],"some":[78],"sparse":[79],"areas.":[80],"This":[81],"paper":[82],"aims":[83],"overcoming":[85],"this":[86,188],"deficiency":[88],"context":[91],"long-term":[93],"studies":[94],"system.":[97],"objective":[99],"thus":[101],"establish":[103],"reliable":[104],"individual":[105],"stochastic":[106],"models":[107],"for":[108],"every":[109],"LV":[110,175],"consumers":[111],"(e.g.":[112],"residential,":[113],"commercial,":[114],"etc.)":[115],"distributed":[117],"generators,":[118],"even":[119],"those":[120],"without":[121],"devices.":[123],"first":[125],"step":[126],"work":[129],"focuses":[130],"on":[131,172],"segmentation":[133],"end-users":[135],"into":[136],"representative":[137],"clusters.":[138],"Afterwards,":[139],"within":[140],"each":[141],"cluster,":[142],"all":[143,154],"available":[144],"SM":[145],"information":[146],"used":[148,195],"extrapolate":[150],"statistical":[151],"profiles":[152],"components":[155],"thanks":[156,177],"an":[158],"innovative":[159],"load":[160],"modelling":[161,190],"methodology.":[162],"accuracy":[164],"our":[166],"implemented":[167],"approach":[168],"then":[170],"validated":[171],"real":[174],"feeder":[176],"Monte":[180],"Carlo":[181],"simulation.":[182],"In":[183],"particular,":[184],"improvement":[186],"new":[189],"method":[191],"compared":[192],"approaches,":[196],"such":[197],"Synthetic":[199],"Load":[200],"Profiles,":[201],"statistically":[203],"highlighted.":[204]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
