{"id":"https://openalex.org/W4385237148","doi":"https://doi.org/10.1109/icrpset57982.2022.10188543","title":"Prediction of Power Consumption in Smart Grid: A Reliable Path to a Smart City Based on Various Machine Learning Models","display_name":"Prediction of Power Consumption in Smart Grid: A Reliable Path to a Smart City Based on Various Machine Learning Models","publication_year":2022,"publication_date":"2022-12-26","ids":{"openalex":"https://openalex.org/W4385237148","doi":"https://doi.org/10.1109/icrpset57982.2022.10188543"},"language":"en","primary_location":{"id":"doi:10.1109/icrpset57982.2022.10188543","doi":"https://doi.org/10.1109/icrpset57982.2022.10188543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icrpset57982.2022.10188543","pdf_url":null,"source":{"id":"https://openalex.org/S7407086146","display_name":"International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5111013987","display_name":"Pranta Kumar Sarkar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I132877587","display_name":"Gopalganj Science and Technology University","ror":"https://ror.org/011xjpe74","country_code":"BD","type":"education","lineage":["https://openalex.org/I132877587"]},{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["BD","US"],"is_corresponding":false,"raw_author_name":"Pranta Kumar Sarkar","raw_affiliation_strings":["Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, Bangladesh","Texas State University,San Marcos,Texas,United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, Bangladesh","institution_ids":["https://openalex.org/I132877587"]},{"raw_affiliation_string":"Texas State University,San Marcos,Texas,United States","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pallab Kumar Sarkar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I132877587","display_name":"Gopalganj Science and Technology University","ror":"https://ror.org/011xjpe74","country_code":"BD","type":"education","lineage":["https://openalex.org/I132877587"]},{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["BD","US"],"is_corresponding":false,"raw_author_name":"Pallab Kumar Sarkar","raw_affiliation_strings":["Bangabandhu Sheikh Mujibur Rahman Science and Technology University,Gopalganj,Bangladesh","Texas State University, San Marcos, Texas, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangabandhu Sheikh Mujibur Rahman Science and Technology University,Gopalganj,Bangladesh","institution_ids":["https://openalex.org/I132877587"]},{"raw_affiliation_string":"Texas State University, San Marcos, Texas, United States","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098690812","display_name":"Md Monir Ahammod Bin Atique","orcid":"https://orcid.org/0009-0000-7103-9744","observed_orcids":["https://orcid.org/0009-0000-7103-9744"]},"institutions":[{"id":"https://openalex.org/I132877587","display_name":"Gopalganj Science and Technology University","ror":"https://ror.org/011xjpe74","country_code":"BD","type":"education","lineage":["https://openalex.org/I132877587"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Monir Ahammod Bin Atique","raw_affiliation_strings":["Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj, Bangladesh","institution_ids":["https://openalex.org/I132877587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7198,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90287873,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":97},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9390000104904175,"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":0.9390000104904175,"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":0.02850000001490116,"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":0.026499999687075615,"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/smart-grid","display_name":"smart grid","score":0.9079999923706055},{"id":"https://openalex.org/keywords/load-forecasting","display_name":"load forecasting","score":0.9020000100135803},{"id":"https://openalex.org/keywords/smart-cities","display_name":"smart cities","score":0.7540000081062317},{"id":"https://openalex.org/keywords/grid-stability","display_name":"grid stability","score":0.5389999747276306},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8410000205039978},{"id":"https://openalex.org/keywords/supervised-machine-learning-classifiers","display_name":"supervised machine learning classifiers","score":0.7950000166893005},{"id":"https://openalex.org/keywords/deep-learning-model-comparison","display_name":"deep learning model comparison","score":0.5529999732971191},{"id":"https://openalex.org/keywords/demand-response","display_name":"demand response","score":0.6320000290870667},{"id":"https://openalex.org/keywords/smart-appliances","display_name":"smart appliances","score":0.7929999828338623}],"concepts":[{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.8955370783805847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6681526303291321},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5248924493789673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5049229264259338},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.49892330169677734},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4826939105987549},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.46876901388168335},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.45637285709381104},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32944902777671814},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.3049192428588867},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25432485342025757},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10677772760391235},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icrpset57982.2022.10188543","doi":"https://doi.org/10.1109/icrpset57982.2022.10188543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icrpset57982.2022.10188543","pdf_url":null,"source":{"id":"https://openalex.org/S7407086146","display_name":"International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":1.0,"display_name":"Industry, innovation and infrastructure"},{"id":"https://metadata.un.org/sdg/7","score":0.9853000044822693,"display_name":"Affordable and clean energy"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1979579834","https://openalex.org/W2113243345","https://openalex.org/W2782902016","https://openalex.org/W2907560147","https://openalex.org/W3003484286","https://openalex.org/W3023328046","https://openalex.org/W3127211569","https://openalex.org/W3154257404","https://openalex.org/W3204102077","https://openalex.org/W4322746816"],"related_works":["https://openalex.org/W3204102077","https://openalex.org/W4226316648","https://openalex.org/W4410052009","https://openalex.org/W4385451106","https://openalex.org/W4399427322","https://openalex.org/W4396949672","https://openalex.org/W4410300585","https://openalex.org/W4390045665","https://openalex.org/W7163363208","https://openalex.org/W4400617855"],"abstract_inverted_index":{"The":[0,100,135],"smart":[1,31,53,78,96,101,123],"grid":[2,54,102,124,149],"is":[3,38,104],"a":[4,52,181],"technology":[5],"that":[6,37],"was":[7,140],"created":[8],"today":[9],"to":[10,55,61,142,158,166],"address":[11],"the":[12,22,30,40,73,107,117,122,144,167,189],"problem":[13],"of":[14,18,24,59,77,109,121],"maintaining":[15],"significant":[16],"quantities":[17],"energy":[19,35,60],"consumption":[20,185],"with":[21,85],"help":[23],"emerging":[25],"nations.":[26],"Smart":[27,48],"cities,":[28],"like":[29],"grid,":[32],"have":[33],"an":[34],"infrastructure":[36],"arguably":[39],"single":[41],"most":[42],"important":[43],"feature":[44],"in":[45],"any":[46],"city.":[47],"cities":[49],"depend":[50],"on":[51],"ensure":[56],"resilient":[57],"delivery":[58],"supply":[62],"their":[63],"many":[64],"functions,":[65],"including":[66],"those":[67],"responsible":[68],"for":[69,147],"public":[70],"safety":[71],"and":[72,81,88,95,111,119,131,162],"public.":[74],"It":[75],"consists":[76],"distribution":[79],"boards":[80],"circuit":[82],"breakers":[83],"integrated":[84],"home":[86],"control":[87,93],"demand":[89],"response,":[90],"where":[91],"load":[92],"switches":[94],"appliances":[97],"are":[98,125,156],"located.":[99],"vision":[103],"supported":[105],"by":[106],"use":[108],"information":[110],"communication":[112],"technology.":[113],"In":[114],"this":[115],"article,":[116],"capabilities":[118],"technologies":[120],"compared":[126],"across":[127],"several":[128],"machine":[129,153],"learning":[130,133,137,154],"deep":[132,136,169],"technologies.":[134],"(ANN)":[138],"methodology":[139],"used":[141],"find":[143],"best":[145],"approaches":[146],"forecasting":[148],"stability.":[150],"Various":[151],"supervised":[152,177],"classifiers":[155],"utilized":[157],"estimate":[159],"accuracy,":[160],"AUC-ROC,":[161],"other":[163],"metrics.":[164],"According":[165],"investigation,":[168],"learning-based":[170,178],"estimations":[171],"were":[172],"actually":[173],"more":[174],"accurate":[175,183],"than":[176],"ones.":[179],"As":[180],"result,":[182],"power":[184],"estimation":[186],"makes":[187],"sure":[188],"entire":[190],"chain":[191],"runs":[192],"smoothly.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-07-26T00:00:00"}
