{"id":"https://openalex.org/W4411725566","doi":"https://doi.org/10.1109/access.2025.3583740","title":"A Methodology for Electricity Demand Forecasting Using a Hybrid Approach","display_name":"A Methodology for Electricity Demand Forecasting Using a Hybrid Approach","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411725566","doi":"https://doi.org/10.1109/access.2025.3583740"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3583740","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3583740","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3583740","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065972596","display_name":"Fanidhar Dewangan","orcid":"https://orcid.org/0000-0002-0567-2485"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Fanidhar Dewangan","raw_affiliation_strings":["Department of Electrical Engineering, National Institute of Technology Raipur, Raipur, India"],"raw_orcid":"https://orcid.org/0000-0002-0567-2485","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Institute of Technology Raipur, Raipur, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045913639","display_name":"Monalisa Biswal","orcid":"https://orcid.org/0000-0002-9021-7574"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Monalisa Biswal","raw_affiliation_strings":["Department of Electrical Engineering, National Institute of Technology Raipur, Raipur, India"],"raw_orcid":"https://orcid.org/0000-0002-9021-7574","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Institute of Technology Raipur, Raipur, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071857036","display_name":"Nand Kishor","orcid":"https://orcid.org/0000-0002-6325-6017"},"institutions":[{"id":"https://openalex.org/I19923696","display_name":"\u00d8stfold University College","ror":"https://ror.org/04gf7fp41","country_code":"NO","type":"education","lineage":["https://openalex.org/I19923696"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Nand Kishor","raw_affiliation_strings":["Department of Engineering, &#x00D8;stfold University College, Fredrikstad Campus, Halden, Norway"],"raw_orcid":"https://orcid.org/0000-0002-6325-6017","affiliations":[{"raw_affiliation_string":"Department of Engineering, &#x00D8;stfold University College, Fredrikstad Campus, Halden, Norway","institution_ids":["https://openalex.org/I19923696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065972596"],"corresponding_institution_ids":["https://openalex.org/I38335241"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6252,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70516002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"13","issue":null,"first_page":"112197","last_page":"112214"},"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/T10424","display_name":"Electric Power System Optimization","score":0.9882000088691711,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.6422440409660339},{"id":"https://openalex.org/keywords/electricity-demand","display_name":"Electricity demand","score":0.5937737226486206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5732967853546143},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.561793863773346},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.3701778054237366},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.24302172660827637},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.09977304935455322},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09169250726699829},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08836802840232849}],"concepts":[{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.6422440409660339},{"id":"https://openalex.org/C2988649059","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Electricity demand","level":4,"score":0.5937737226486206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5732967853546143},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.561793863773346},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.3701778054237366},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.24302172660827637},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.09977304935455322},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09169250726699829},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08836802840232849},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/access.2025.3583740","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3583740","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2a11c59db57e4791a363ca22ed455f49","is_oa":true,"landing_page_url":"https://doaj.org/article/2a11c59db57e4791a363ca22ed455f49","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 112197-112214 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3583740","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3583740","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1995875735","https://openalex.org/W2039346833","https://openalex.org/W2062661117","https://openalex.org/W2062901109","https://openalex.org/W2292129691","https://openalex.org/W2321536237","https://openalex.org/W2564204133","https://openalex.org/W2617779784","https://openalex.org/W2754252319","https://openalex.org/W2889833410","https://openalex.org/W2892055834","https://openalex.org/W2894560469","https://openalex.org/W2915898129","https://openalex.org/W2923962282","https://openalex.org/W2954192867","https://openalex.org/W3008533347","https://openalex.org/W3033406500","https://openalex.org/W3037411234","https://openalex.org/W3045300245","https://openalex.org/W3081014946","https://openalex.org/W3122860865","https://openalex.org/W3129762955","https://openalex.org/W4214893902","https://openalex.org/W4220688474","https://openalex.org/W4234872946","https://openalex.org/W4280559001","https://openalex.org/W4280636881","https://openalex.org/W4283816078","https://openalex.org/W4284882055","https://openalex.org/W4286620377","https://openalex.org/W4288032528","https://openalex.org/W4306876858","https://openalex.org/W4309484088","https://openalex.org/W4328008222","https://openalex.org/W4367333170","https://openalex.org/W4387490357","https://openalex.org/W4387652219","https://openalex.org/W4387962327","https://openalex.org/W4390075296","https://openalex.org/W4392901584","https://openalex.org/W4392902342","https://openalex.org/W4396852960","https://openalex.org/W4399345009","https://openalex.org/W4401413859","https://openalex.org/W4401614586","https://openalex.org/W4402284155"],"related_works":["https://openalex.org/W2048290207","https://openalex.org/W3088478616","https://openalex.org/W2079508922","https://openalex.org/W3093216143","https://openalex.org/W3047763117","https://openalex.org/W2970969435","https://openalex.org/W4385430682","https://openalex.org/W1965337873","https://openalex.org/W2897931424","https://openalex.org/W2739584898"],"abstract_inverted_index":{"Load":[0],"forecasting":[1],"(LF)":[2],"plays":[3],"a":[4,108],"crucial":[5],"role":[6],"in":[7,131],"energy":[8],"production":[9],"planning":[10],"and":[11,16,63,91,119,125,157],"scheduling,":[12],"simplifying":[13],"budgeting":[14],"processes,":[15],"improving":[17],"power":[18,51],"supply":[19],"reliability.":[20],"The":[21,37],"available":[22,146],"integrated":[23,71],"solutions":[24],"are":[25],"superior":[26],"to":[27,43,55],"conventional":[28],"approaches":[29],"while":[30],"considering":[31],"the":[32,50,99,102,139],"uncertainties":[33],"of":[34,40,101,138],"weather":[35],"conditions.":[36],"primary":[38],"objective":[39],"LF":[41,72],"is":[42,74,142],"establish":[44],"an":[45,70],"optimal":[46],"load":[47,113],"model":[48,73],"for":[49],"grid,":[52],"conducted":[53,143],"offline,":[54],"achieve":[56],"accurate":[57],"predictions,":[58],"thereby":[59],"minimizing":[60],"operational":[61],"costs":[62],"enhancing":[64],"grid":[65],"stability.":[66],"In":[67],"this":[68,105],"work,":[69],"proposed":[75,103,140],"that":[76],"uses":[77],"modified":[78],"combined":[79],"ensemble":[80],"empirical":[81],"mode":[82],"decomposition":[83,151],"with":[84],"adaptive":[85],"noise":[86],"(MCEEMDAN),":[87],"Shannon":[88],"entropy":[89],"(SE),":[90],"long":[92],"short-term":[93],"memory":[94],"(LSTM)":[95],"techniques.":[96],"To":[97],"demonstrate":[98],"efficacy":[100],"method,":[104],"manuscript":[106],"utilizes":[107],"real-time":[109],"dataset":[110],"containing":[111],"actual":[112],"data,":[114],"social":[115],"&":[116],"temporal":[117],"variables":[118],"meteorological":[120],"parameters":[121],"including":[122,148],"temperature,":[123],"humidity,":[124],"rainfall,":[126],"gathered":[127],"from":[128],"Raipur":[129],"region":[130],"Chhattisgarh":[132],"state,":[133],"India.":[134],"A":[135],"comparative":[136],"analysis":[137],"method":[141],"against":[144],"other":[145],"approaches,":[147],"various":[149],"time-series":[150],"methods,":[152],"different":[153],"machine":[154],"learning":[155],"techniques,":[156],"alternative":[158],"test":[159],"system.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
