{"id":"https://openalex.org/W2092816678","doi":"https://doi.org/10.1109/cip.2012.6232904","title":"Stream analytics for utilities. Predicting power supply and demand in a smart grid","display_name":"Stream analytics for utilities. Predicting power supply and demand in a smart grid","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2092816678","doi":"https://doi.org/10.1109/cip.2012.6232904","mag":"2092816678"},"language":"en","primary_location":{"id":"doi:10.1109/cip.2012.6232904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cip.2012.6232904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 3rd International Workshop on Cognitive Information Processing (CIP)","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/A5090022581","display_name":"Manuel Couceiro","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149044","display_name":"Ericsson (Spain)","ror":"https://ror.org/04tr57w63","country_code":"ES","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210149044"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Couceiro","raw_affiliation_strings":["Ericsson Research Madrid Branch, Ericsson Spain, S.A., Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research Madrid Branch, Ericsson Spain, S.A., Madrid, Spain","institution_ids":["https://openalex.org/I4210149044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076703615","display_name":"Roman Ferrando","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149044","display_name":"Ericsson (Spain)","ror":"https://ror.org/04tr57w63","country_code":"ES","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210149044"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roman Ferrando","raw_affiliation_strings":["Ericsson Research Madrid Branch, Ericsson Spain, S.A., Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research Madrid Branch, Ericsson Spain, S.A., Madrid, Spain","institution_ids":["https://openalex.org/I4210149044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078573011","display_name":"David Manzano","orcid":"https://orcid.org/0000-0002-5483-7223"},"institutions":[{"id":"https://openalex.org/I4210149044","display_name":"Ericsson (Spain)","ror":"https://ror.org/04tr57w63","country_code":"ES","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210149044"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Manzano","raw_affiliation_strings":["Ericsson Research Madrid Branch, Ericsson Spain, S.A., Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research Madrid Branch, Ericsson Spain, S.A., Madrid, Spain","institution_ids":["https://openalex.org/I4210149044"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023844269","display_name":"Luis Lafuente","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149044","display_name":"Ericsson (Spain)","ror":"https://ror.org/04tr57w63","country_code":"ES","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210149044"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Lafuente","raw_affiliation_strings":["Ericsson Research Madrid Branch, Ericsson Spain, S.A., Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ericsson Research Madrid Branch, Ericsson Spain, S.A., Madrid, Spain","institution_ids":["https://openalex.org/I4210149044"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210149044"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998000264167786,"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":0.9998000264167786,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9934999942779541,"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":0.806126594543457},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.7133461833000183},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5895922183990479},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5532151460647583},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5456214547157288},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5070347785949707},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4658544659614563},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4625399112701416},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.4446050524711609},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.41452664136886597},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3582265377044678},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13478058576583862}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806126594543457},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.7133461833000183},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5895922183990479},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5532151460647583},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5456214547157288},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5070347785949707},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4658544659614563},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4625399112701416},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.4446050524711609},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.41452664136886597},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3582265377044678},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13478058576583862},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cip.2012.6232904","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cip.2012.6232904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 3rd International Workshop on Cognitive Information Processing (CIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W380919002","https://openalex.org/W1518406527","https://openalex.org/W1522237958","https://openalex.org/W2044459812","https://openalex.org/W2049751389","https://openalex.org/W2074511771","https://openalex.org/W2102234102","https://openalex.org/W2110427152","https://openalex.org/W2113536687","https://openalex.org/W2127925682","https://openalex.org/W2131426807","https://openalex.org/W2143877583","https://openalex.org/W2143991132","https://openalex.org/W2155210524","https://openalex.org/W2949024261","https://openalex.org/W4285719527","https://openalex.org/W6613118341","https://openalex.org/W6763609066"],"related_works":["https://openalex.org/W2898021358","https://openalex.org/W4389449520","https://openalex.org/W2908411463","https://openalex.org/W127192698","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W2743735673","https://openalex.org/W4361801939","https://openalex.org/W2360131081","https://openalex.org/W2985941356"],"abstract_inverted_index":{"In":[0,264],"today's":[1],"networked":[2],"society,":[3],"getting":[4],"knowledge":[5],"from":[6],"the":[7,39,45,73,103,112,127,132,139,176,231,270,277],"data":[8,61,85,92,160,178,194,218,257,273],"becomes":[9],"in":[10,28,72,99,122,131,159,186,250,260,276,297],"a":[11,143,241,261],"key":[12],"task":[13],"for":[14,142,255],"many":[15],"support":[16],"decisions":[17,23],"making":[18],"processes.":[19],"Such":[20],"kind":[21],"of":[22,51,84,91,105,109,114,272],"could":[24,118,136],"imply":[25],"serious":[26],"consequences":[27],"business":[29],"and":[30,32,76,134,161,184,198,217,245,291,304],"life":[31],"as":[33,62,172,235,237],"more":[34,41],"information":[35,74],"is":[36,54,57,148,151,223],"available":[37,115],"about":[38],"problem,":[40],"accurate":[42],"will":[43,268,286],"be":[44,87,119,182,228,248],"decision.":[46],"A":[47],"largely":[48],"untested":[49],"hypothesis":[50],"modern":[52],"society":[53],"that":[55,149,180,224,233],"it":[56,63,77,150],"important":[58],"to":[59,124,153,156,175,201,252,299],"record":[60,125],"may":[64],"contain":[65],"valuable":[66],"information.":[67],"However,":[68],"we":[69,267],"are":[70],"living":[71],"age":[75],"has":[78],"gone":[79],"into":[80],"how":[81],"this":[82,135,265],"quantity":[83],"might":[86],"analyzed.":[88],"The":[89,221,282],"number":[90],"sources":[93],"increases,":[94],"which":[95],"makes":[96],"harder":[97],"and,":[98],"some":[100],"cases,":[101],"unfeasible":[102],"approach":[104],"storing":[106],"every":[107],"piece":[108],"data.":[110],"Actually,":[111],"amount":[113],"storage":[116],"capacity":[117],"not":[120,205],"enough":[121],"order":[123,251,298],"all":[126],"digital":[128],"info":[129],"generated":[130],"world":[133],"become":[137],"one":[138],"main":[140],"triggers":[141],"paradigm":[144,169],"shift.":[145],"Another":[146],"aspect":[147],"necessary":[152],"react":[154],"instantly":[155],"meaningful":[157],"changes":[158],"detect":[162],"complex":[163],"patterns":[164],"over":[165],"time.":[166],"Data":[167,189],"stream":[168,274],"was":[170],"born":[171],"an":[173],"answer":[174],"continuous":[177],"problem":[179],"cannot":[181],"stored":[183],"analyzed":[185],"efficient":[187],"manner.":[188],"Streams":[190],"can":[191,199,227],"handle":[192],"bigger":[193],"sizes":[195],"than":[196],"memory,":[197],"extend":[200],"challenging":[202],"real-time":[203],"applications":[204],"previously":[206],"tackled":[207],"by":[208],"e.g.":[209],"time":[210,289],"series":[211],"analysis,":[212],"traditional,":[213],"databases,":[214],"machine":[215],"learning":[216,262],"mining":[219],"techniques.":[220],"assumption":[222],"processing":[225],"examples":[226,259],"processed":[229],"on":[230],"fly,":[232],"is,":[234],"soon":[236],"they":[238],"arrive":[239],"within":[240],"high":[242],"speed":[243],"stream,":[244],"then,":[246],"must":[247],"discarded":[249],"make":[253,292],"room":[254],"subsequent":[256],"(e.g.":[258],"scenario).":[263],"article":[266],"discuss":[269],"application":[271],"techniques":[275],"Smart":[278],"Grid":[279],"use":[280],"case.":[281],"new":[283],"smart":[284],"grids":[285],"require":[287],"real":[288],"reaction":[290],"distribution":[293],"decision":[294],"very":[295],"fast":[296],"cover":[300],"unexpected":[301],"demand":[302],"peaks":[303],"renewable":[305],"generation":[306],"peaks.":[307]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}