{"id":"https://openalex.org/W1969469220","doi":"https://doi.org/10.1145/2480362.2480491","title":"Impact assessment of smart meter grouping on the accuracy of forecasting algorithms","display_name":"Impact assessment of smart meter grouping on the accuracy of forecasting algorithms","publication_year":2013,"publication_date":"2013-03-18","ids":{"openalex":"https://openalex.org/W1969469220","doi":"https://doi.org/10.1145/2480362.2480491","mag":"1969469220"},"language":"en","primary_location":{"id":"doi:10.1145/2480362.2480491","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2480362.2480491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Annual ACM Symposium on Applied Computing","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/A5065174664","display_name":"Dejan Ili\u0107","orcid":"https://orcid.org/0000-0003-4562-8881"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dejan Ili\u0107","raw_affiliation_strings":["SAP Research, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAP Research, Karlsruhe, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010215584","display_name":"Per Goncalves da Silva","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Per Goncalves da Silva","raw_affiliation_strings":["SAP Research, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAP Research, Karlsruhe, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087337166","display_name":"Stamatis Karnouskos","orcid":"https://orcid.org/0000-0003-3519-8232"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stamatis Karnouskos","raw_affiliation_strings":["SAP Research, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAP Research, Karlsruhe, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047881243","display_name":"Malte Jacobi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Malte Jacobi","raw_affiliation_strings":["SAP Research, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAP Research, Karlsruhe, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2882,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.92293417,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"673","last_page":"679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9991999864578247,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9991999864578247,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7701112627983093},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.757776141166687},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.5897687077522278},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.5185868740081787},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5058445930480957},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5026211738586426},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4740543067455292},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.46985092759132385},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4295516014099121},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4253336489200592},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4213404655456543},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35680073499679565},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13558778166770935},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1215185821056366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7701112627983093},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.757776141166687},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.5897687077522278},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.5185868740081787},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5058445930480957},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5026211738586426},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4740543067455292},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.46985092759132385},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4295516014099121},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4253336489200592},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4213404655456543},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35680073499679565},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13558778166770935},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1215185821056366},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2480362.2480491","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2480362.2480491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Annual ACM Symposium on Applied Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334962","display_name":"Sixth Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W156819711","https://openalex.org/W2016210396","https://openalex.org/W2046269628","https://openalex.org/W2052719642","https://openalex.org/W2056043406","https://openalex.org/W2056859463","https://openalex.org/W2088718602","https://openalex.org/W2095595785","https://openalex.org/W2129723351","https://openalex.org/W2145732764","https://openalex.org/W2156636680","https://openalex.org/W2163183954","https://openalex.org/W2811507150","https://openalex.org/W3147079603","https://openalex.org/W6752867117","https://openalex.org/W6814974804"],"related_works":["https://openalex.org/W4312869071","https://openalex.org/W2028978355","https://openalex.org/W25930971","https://openalex.org/W1990698919","https://openalex.org/W2898021358","https://openalex.org/W3018909029","https://openalex.org/W3205631650","https://openalex.org/W2077996342","https://openalex.org/W2775355700","https://openalex.org/W2561882072"],"abstract_inverted_index":{"The":[0],"increased":[1],"penetration":[2],"of":[3,9,18,31,40,153,157,168,181,188,196],"smart":[4,115,158],"meters":[5],"generates":[6],"huge":[7],"amounts":[8],"fine-grained":[10,84],"data,":[11,85,102],"which":[12,103],"may":[13],"empower":[14],"a":[15,56,62,133],"new":[16,86,106],"generation":[17],"energy":[19],"related":[20],"applications":[21,110],"and":[22,45,66,99,111,150,172,192],"services.":[23,112],"Significant":[24],"research":[25],"efforts":[26],"focus":[27],"on":[28,83,96,123,147,185],"the":[29,37,41,52,72,80,114,148,155,166,182,194],"usage":[30],"such":[32],"data":[33,160],"to":[34,51,70,120,164],"mainly":[35],"improve":[36],"business":[38,135],"processes":[39],"electrical":[42],"grid":[43,73,116],"operators":[44],"provide":[46,105],"some":[47],"value":[48],"added":[49],"services":[50],"endusers.":[53],"Forecasting":[54],"has":[55],"prominent":[57],"position":[58],"as":[59,89,137],"it":[60],"is":[61,67,132,170,175],"crucial":[63],"planning":[64],"step,":[65],"mostly":[68],"used":[69],"predict":[71],"load":[74,190],"through":[75],"highly-aggregated":[76],"data.":[77],"However,":[78],"with":[79,179],"dramatic":[81],"increase":[82],"challenges":[87],"arise":[88],"forecasting":[90],"can":[91,141],"now":[92],"also":[93],"be":[94,142],"done":[95],"much":[97],"shorter":[98],"detailed":[100],"time-series":[101],"might":[104],"insights":[107],"for":[108],"future":[109],"For":[113],"era,":[117],"being":[118],"able":[119],"segment":[121],"customers":[122],"highly":[124,129,197],"predictable":[125,198],"groups":[126],"or":[127],"identify":[128],"volatile":[130],"ones,":[131],"key":[134],"advantage":[136],"more":[138],"targeted":[139],"offers":[140],"made.":[143],"This":[144],"work":[145],"focuses":[146],"analysis":[149],"impact":[151,167],"assessment":[152],"in":[154],"context":[156],"metering":[159],"aggregation.":[161],"A":[162],"system":[163],"measure":[165],"aggregation":[169],"designed":[171],"its":[173],"performance":[174],"assessed.":[176],"We":[177],"experiment":[178],"measuring":[180],"forecast":[183],"accuracy":[184],"various":[186],"levels":[187],"individual":[189],"aggregation,":[191],"investigate":[193],"identification":[195],"groups.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
