{"id":"https://openalex.org/W3048116758","doi":"https://doi.org/10.1109/jsyst.2020.3011313","title":"Change Detection in Electricity Consumption Patterns Utilizing Adaptive Information Theoretic Algorithms","display_name":"Change Detection in Electricity Consumption Patterns Utilizing Adaptive Information Theoretic Algorithms","publication_year":2020,"publication_date":"2020-08-07","ids":{"openalex":"https://openalex.org/W3048116758","doi":"https://doi.org/10.1109/jsyst.2020.3011313","mag":"3048116758"},"language":"en","primary_location":{"id":"doi:10.1109/jsyst.2020.3011313","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2020.3011313","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://portal.findresearcher.sdu.dk/da/publications/c4b06428-0e63-4720-9916-c58fab0505b6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080493344","display_name":"Mohsen Kojury-Naftchali","orcid":null},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohsen Kojury-Naftchali","raw_affiliation_strings":["School of ECE, University College of Engineering, University of Tehran, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ECE, University College of Engineering, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033473735","display_name":"Alireza Fereidunian","orcid":"https://orcid.org/0000-0002-3879-9853"},"institutions":[{"id":"https://openalex.org/I80543232","display_name":"K. N. Toosi University of Technology","ror":"https://ror.org/0433abe34","country_code":"IR","type":"education","lineage":["https://openalex.org/I80543232"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Fereidunian","raw_affiliation_strings":["Faculty of Electrical Engineering, K. N. Toosi University of Technology (KNTU), Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-3879-9853","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, K. N. Toosi University of Technology (KNTU), Tehran, Iran","institution_ids":["https://openalex.org/I80543232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004326031","display_name":"Mehdi Savaghebi","orcid":"https://orcid.org/0000-0001-6188-0265"},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Mehdi Savaghebi","raw_affiliation_strings":["Electrical Engineering Section, The Mads Clausen Institute, University of Southern Denmark, Odense, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-6188-0265","affiliations":[{"raw_affiliation_string":"Electrical Engineering Section, The Mads Clausen Institute, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028414248","display_name":"Bahareh Akhbari","orcid":"https://orcid.org/0000-0002-3199-0161"},"institutions":[{"id":"https://openalex.org/I80543232","display_name":"K. N. Toosi University of Technology","ror":"https://ror.org/0433abe34","country_code":"IR","type":"education","lineage":["https://openalex.org/I80543232"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Bahareh Akhbari","raw_affiliation_strings":["Faculty of Electrical Engineering, K. N. Toosi University of Technology (KNTU), Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-3199-0161","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, K. N. Toosi University of Technology (KNTU), Tehran, Iran","institution_ids":["https://openalex.org/I80543232"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":null,"fwci":0.3456,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.56702786,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"15","issue":"2","first_page":"2369","last_page":"2377"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9997000098228455,"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/T11052","display_name":"Energy Load and Power Forecasting","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/T10603","display_name":"Smart Grid Energy Management","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/T12761","display_name":"Data Stream Mining Techniques","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7326592803001404},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7313352227210999},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5879964828491211},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4949333071708679},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.4904155433177948},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.477909654378891},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.44607970118522644},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4356110095977783},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3925890326499939},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2746241092681885},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13550662994384766}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7326592803001404},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7313352227210999},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5879964828491211},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4949333071708679},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.4904155433177948},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.477909654378891},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.44607970118522644},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4356110095977783},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3925890326499939},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2746241092681885},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13550662994384766},{"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsyst.2020.3011313","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsyst.2020.3011313","pdf_url":null,"source":{"id":"https://openalex.org/S95999327","display_name":"IEEE Systems Journal","issn_l":"1932-8184","issn":["1932-8184","1937-9234","2373-7816"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Systems Journal","raw_type":"journal-article"},{"id":"pmh:oai:sdu.dk:openaire/c4b06428-0e63-4720-9916-c58fab0505b6","is_oa":true,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/c4b06428-0e63-4720-9916-c58fab0505b6","pdf_url":null,"source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kojury-Naftchali, M, Fereidunian, A, Savaghebi, M & Akhbari, B 2021, 'Change Detection in Electricity Consumption Patterns Utilizing Adaptive Information Theoretic Algorithms', IEEE Systems Journal, vol. 15, no. 2, pp. 2369-2377. https://doi.org/10.1109/JSYST.2020.3011313","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:sdu.dk:openaire/c4b06428-0e63-4720-9916-c58fab0505b6","is_oa":true,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/c4b06428-0e63-4720-9916-c58fab0505b6","pdf_url":null,"source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kojury-Naftchali, M, Fereidunian, A, Savaghebi, M & Akhbari, B 2021, 'Change Detection in Electricity Consumption Patterns Utilizing Adaptive Information Theoretic Algorithms', IEEE Systems Journal, vol. 15, no. 2, pp. 2369-2377. https://doi.org/10.1109/JSYST.2020.3011313","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1556911442","https://openalex.org/W1989866797","https://openalex.org/W1998090252","https://openalex.org/W2017977879","https://openalex.org/W2071354519","https://openalex.org/W2086024735","https://openalex.org/W2091867141","https://openalex.org/W2096071157","https://openalex.org/W2102828313","https://openalex.org/W2103879222","https://openalex.org/W2126216209","https://openalex.org/W2137686028","https://openalex.org/W2182647267","https://openalex.org/W2345751596","https://openalex.org/W2515205715","https://openalex.org/W2529629537","https://openalex.org/W2593017381","https://openalex.org/W2754252319","https://openalex.org/W2769295057","https://openalex.org/W2791549555","https://openalex.org/W2805797750","https://openalex.org/W2901904435","https://openalex.org/W2962680664","https://openalex.org/W2963188571","https://openalex.org/W2982690457","https://openalex.org/W2989815539","https://openalex.org/W2994878836","https://openalex.org/W6694831831"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2083665254","https://openalex.org/W2246563867"],"abstract_inverted_index":{"The":[0,152,170],"high-resolution":[1],"data":[2],"on":[3,147],"electricity":[4],"consumption,":[5],"recorded":[6],"by":[7,112,157,163],"smart":[8],"meters":[9],"at":[10],"customers'":[11,24,92,109,128],"premises,":[12],"are":[13],"valuable":[14],"sources":[15],"of":[16,33,68,108,117,175],"operational":[17],"information":[18,150],"and":[19,79],"consumption":[20,43,58,93,110,129],"patterns.":[21,94],"In":[22],"addition,":[23],"characterization":[25],"plays":[26],"an":[27,50,98],"undeniable":[28],"role":[29],"in":[30,41,56,63,72,91,131],"the":[31,42,57,66,105,114,127,136,148,164,173,176],"implementation":[32,67],"demand":[34],"response":[35],"(DR)":[36],"programs,":[37],"as":[38,76,135],"any":[39],"changes":[40,55,90],"patterns":[44,59,111],"could":[45],"affect":[46],"DR":[47,69],"programs.":[48],"Therefore,":[49],"accurate":[51],"algorithm":[52,100,140],"for":[53,88,143],"detecting":[54,89],"is":[60,101,141,155],"very":[61],"useful":[62],"not":[64],"only":[65],"but":[70],"also":[71],"other":[73],"fields,":[74],"such":[75],"load":[77],"forecasting":[78],"peak":[80],"shaving.":[81],"This":[82],"article":[83],"proposes":[84],"a":[85,120,159],"reliable":[86],"procedure":[87],"For":[95],"this":[96],"reason,":[97],"adaptive":[99,139],"introduced":[102,142],"to":[103],"improve":[104],"clustering":[106],"quality":[107],"determining":[113],"optimum":[115],"number":[116],"clusters,":[118],"using":[119],"locally":[121],"weighted":[122],"entropy-based":[123],"segmentation.":[124],"Moreover,":[125],"considering":[126],"records":[130],"different":[132],"time":[133],"slots":[134],"features,":[137],"another":[138],"feature":[144],"selection":[145],"based":[146],"mutual":[149],"concept.":[151],"proposed":[153,177],"method":[154],"evaluated":[156],"applying":[158],"real":[160],"dataset":[161],"provided":[162],"Irish":[165],"Social":[166],"Science":[167],"Data":[168],"Archive.":[169],"results":[171],"corroborate":[172],"efficiency":[174],"procedure.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-29T07:29:34.045763","created_date":"2025-10-10T00:00:00"}