{"id":"https://openalex.org/W2921148707","doi":"https://doi.org/10.1109/istel.2018.8661071","title":"Electrical Load Forecasting Using Customers Clustering and Smart Meters in Internet of Things","display_name":"Electrical Load Forecasting Using Customers Clustering and Smart Meters in Internet of Things","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2921148707","doi":"https://doi.org/10.1109/istel.2018.8661071","mag":"2921148707"},"language":"en","primary_location":{"id":"doi:10.1109/istel.2018.8661071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/istel.2018.8661071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Symposium on Telecommunications (IST)","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/A5054162470","display_name":"Maryam Imani","orcid":"https://orcid.org/0000-0002-1924-9776"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Maryam Imani","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040092306","display_name":"Hassan Ghassemian","orcid":"https://orcid.org/0000-0002-2303-1753"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hassan Ghassemian","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https://openalex.org/I1516879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5054162470"],"corresponding_institution_ids":["https://openalex.org/I1516879"],"apc_list":null,"apc_paid":null,"fwci":0.7725,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.74941242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":1.0,"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":1.0,"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":0.9986000061035156,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/electrical-load","display_name":"Electrical load","score":0.8075616359710693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6061549186706543},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6019093990325928},{"id":"https://openalex.org/keywords/competitor-analysis","display_name":"Competitor analysis","score":0.5114644765853882},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.478238046169281},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.47586244344711304},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4524390697479248},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4314800798892975},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.333359956741333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27777671813964844},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22411581873893738},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.22195634245872498},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.21436166763305664},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10693630576133728},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10024461150169373},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0848897397518158}],"concepts":[{"id":"https://openalex.org/C77715397","wikidata":"https://www.wikidata.org/wiki/Q931447","display_name":"Electrical load","level":3,"score":0.8075616359710693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6061549186706543},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6019093990325928},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.5114644765853882},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.478238046169281},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.47586244344711304},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4524390697479248},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4314800798892975},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.333359956741333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27777671813964844},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22411581873893738},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.22195634245872498},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.21436166763305664},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10693630576133728},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10024461150169373},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0848897397518158},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/istel.2018.8661071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/istel.2018.8661071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Symposium on Telecommunications (IST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"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":17,"referenced_works":["https://openalex.org/W2032161710","https://openalex.org/W2033213769","https://openalex.org/W2068201078","https://openalex.org/W2126831543","https://openalex.org/W2128615360","https://openalex.org/W2142264028","https://openalex.org/W2150930750","https://openalex.org/W2163329507","https://openalex.org/W2513501753","https://openalex.org/W2583530200","https://openalex.org/W2783918448","https://openalex.org/W2789521392","https://openalex.org/W2789731659","https://openalex.org/W2790545079","https://openalex.org/W2791975054","https://openalex.org/W2808606332","https://openalex.org/W3150435615"],"related_works":["https://openalex.org/W2358804928","https://openalex.org/W4225710828","https://openalex.org/W1998528887","https://openalex.org/W2965538880","https://openalex.org/W1601893083","https://openalex.org/W2528370785","https://openalex.org/W4200335562","https://openalex.org/W2861933770","https://openalex.org/W2361145238","https://openalex.org/W2161611188"],"abstract_inverted_index":{"Forecasting":[0],"the":[1,8,21,27,34,39,46,58,75,79,86,112,116],"electrical":[2,16,35,59,70],"load":[3,29,36,60,71,88,106],"demand":[4],"is":[5],"one":[6],"of":[7,11,23,30,37,52,81,96,115],"main":[9],"concerns":[10],"governments,":[12],"electric":[13],"utilities":[14],"and":[15,89],"engineers":[17],"in":[18,42],"industry.":[19],"While":[20],"most":[22],"forecasting":[24],"methods":[25],"use":[26],"aggregated":[28],"system":[31],"to":[32,102,120],"forecast":[33],"future,":[38],"proposed":[40,117],"method":[41,118],"this":[43],"paper":[44],"clusters":[45],"costumers":[47],"based":[48],"on":[49],"two":[50],"groups":[51],"features:":[53],"1-":[54],"features":[55,63],"obtained":[56,73],"from":[57,65,74],"curve,":[61],"2-":[62],"acquired":[64],"filled":[66],"questionnaire.":[67],"The":[68,108],"half-hour":[69],"variables":[72,91],"smart":[76],"meters":[77],"through":[78],"Internet":[80],"things":[82],"technology":[83],"together":[84],"with":[85],"lagged":[87],"calendar":[90],"are":[92],"used":[93],"as":[94],"input":[95],"a":[97,104],"multilayer":[98],"perceptron":[99],"neural":[100],"networks":[101],"provide":[103],"short-term":[105],"forecasting.":[107],"experimental":[109],"results":[110],"show":[111],"good":[113],"performance":[114],"compared":[119],"its":[121],"competitors.":[122]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}