{"id":"https://openalex.org/W2904448653","doi":"https://doi.org/10.1109/isgteurope.2018.8571845","title":"Statistical Load Time Series Analysis for the Demand Side Management","display_name":"Statistical Load Time Series Analysis for the Demand Side Management","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2904448653","doi":"https://doi.org/10.1109/isgteurope.2018.8571845","mag":"2904448653"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope.2018.8571845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2018.8571845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","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/A5004806488","display_name":"Miha Grabner","orcid":"https://orcid.org/0000-0001-7557-9828"},"institutions":[{"id":"https://openalex.org/I4210127170","display_name":"Milan Vidmar Electric Power Research Institute","ror":"https://ror.org/03fm4pf61","country_code":"SI","type":"facility","lineage":["https://openalex.org/I4210127170"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Miha Grabner","raw_affiliation_strings":["Electric Power System Control and Operation Department, Milan Vidmar Electric Power Research Institute (EIMV), Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power System Control and Operation Department, Milan Vidmar Electric Power Research Institute (EIMV), Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210127170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005913768","display_name":"Andrej Souvent","orcid":"https://orcid.org/0000-0002-3609-2934"},"institutions":[{"id":"https://openalex.org/I4210127170","display_name":"Milan Vidmar Electric Power Research Institute","ror":"https://ror.org/03fm4pf61","country_code":"SI","type":"facility","lineage":["https://openalex.org/I4210127170"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Andrei Souvent","raw_affiliation_strings":["Electric Power System Control and Operation Department, Milan Vidmar Electric Power Research Institute (EIMV), Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power System Control and Operation Department, Milan Vidmar Electric Power Research Institute (EIMV), Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210127170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028084713","display_name":"Bo\u0161tjan Bla\u017ei\u010d","orcid":"https://orcid.org/0000-0002-2424-7599"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bostjan Blazic","raw_affiliation_strings":["Laboratory of Electricity Networks and Devices, Faculty of Electrical Engineering, Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Electricity Networks and Devices, Faculty of Electrical Engineering, Ljubljana, Slovenia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019362016","display_name":"Andrej Ko\u0161ir","orcid":"https://orcid.org/0000-0001-6938-221X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrej Kosir","raw_affiliation_strings":["Laboratory of Electricity Networks and Devices, Faculty of Electrical Engineering, Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Electricity Networks and Devices, Faculty of Electrical Engineering, Ljubljana, Slovenia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9994999766349792,"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/T12451","display_name":"Smart Grid and Power Systems","score":0.9890999794006348,"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/demand-side","display_name":"Demand side","score":0.7336926460266113},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6109423041343689},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5799762010574341},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5694893598556519},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.46319976449012756},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2389478087425232},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15273115038871765},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11603179574012756},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1038530170917511}],"concepts":[{"id":"https://openalex.org/C3020254827","wikidata":"https://www.wikidata.org/wiki/Q5255016","display_name":"Demand side","level":2,"score":0.7336926460266113},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6109423041343689},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5799762010574341},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5694893598556519},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.46319976449012756},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2389478087425232},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15273115038871765},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11603179574012756},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1038530170917511},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgteurope.2018.8571845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2018.8571845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W69342273","https://openalex.org/W1480376833","https://openalex.org/W1975404935","https://openalex.org/W2022692538","https://openalex.org/W2082291889","https://openalex.org/W2091921805","https://openalex.org/W2155556726","https://openalex.org/W2161078209","https://openalex.org/W2570847071","https://openalex.org/W2769245804","https://openalex.org/W2787894218","https://openalex.org/W2811507150","https://openalex.org/W3123459903"],"related_works":["https://openalex.org/W2153291261","https://openalex.org/W2119012848","https://openalex.org/W84500660","https://openalex.org/W2342805466","https://openalex.org/W1986316936","https://openalex.org/W2084389435","https://openalex.org/W2060379768","https://openalex.org/W1977010340","https://openalex.org/W3080598569","https://openalex.org/W4230327084"],"abstract_inverted_index":{"The":[0,28,73],"paper":[1,126],"presents":[2],"a":[3],"brief":[4],"summary":[5],"of":[6,15,24,30,55,70,87,138],"the":[7,16,22,36,52,56,80,93,103,125,140],"study":[8,32],"which":[9],"was":[10,33,114],"carried":[11],"out":[12],"as":[13],"part":[14],"demand":[17],"response":[18],"(DR)":[19],"project":[20],"in":[21,48],"scope":[23],"Slovenian-Japanese":[25],"NEDO":[26],"project.":[27],"purpose":[29],"this":[31],"to":[34,50],"examine":[35],"possible":[37,53],"annual":[38,94],"substation":[39],"(SBS)":[40],"peak":[41,95,112],"load":[42,60,75,104,113],"decrease":[43],"before":[44],"actual":[45],"DR":[46,88,141],"activation":[47,89],"order":[49],"assess":[51],"benefit":[54],"future":[57,139],"program.":[58,142],"SBS":[59],"time":[61],"series":[62],"data":[63],"were":[64,77],"thoroughly":[65],"examined":[66],"with":[67,79,116],"various":[68],"types":[69],"statistical":[71,129],"diagrams.":[72],"daily":[74,111],"profiles":[76],"analyzed":[78],"unsupervised":[81],"machine":[82,118,132],"learning.":[83,119],"With":[84],"50":[85],"hours":[86],"available":[90],"per":[91],"year,":[92],"could":[96],"be":[97,122],"decreased":[98],"for":[99],"around":[100],"5%.":[101],"Since":[102],"is":[105],"highly":[106],"dependent":[107],"on":[108],"temperature,":[109],"normalized":[110],"calculated":[115],"supervised":[117],"It":[120],"can":[121],"seen":[123],"throughout":[124],"that":[127],"advanced":[128],"diagrams":[130],"and":[131],"learning":[133],"techniques":[134],"allow":[135],"better":[136],"assessment":[137]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}