{"id":"https://openalex.org/W3046976979","doi":"https://doi.org/10.1109/access.2020.3014086","title":"Machine Learning Based Cost Effective Electricity Load Forecasting Model Using Correlated Meteorological Parameters","display_name":"Machine Learning Based Cost Effective Electricity Load Forecasting Model Using Correlated Meteorological Parameters","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3046976979","doi":"https://doi.org/10.1109/access.2020.3014086","mag":"3046976979"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3014086","doi":"https://doi.org/10.1109/access.2020.3014086","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3014086","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09157869.pdf","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,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09157869.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101678743","display_name":"Muhammad Jawad","orcid":"https://orcid.org/0000-0001-8825-6657","observed_orcids":["https://orcid.org/0000-0001-8825-6657"]},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Jawad","raw_affiliation_strings":["Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan#TAB#"],"raw_orcid":"https://orcid.org/0000-0001-8825-6657","affiliations":[{"raw_affiliation_string":"Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan#TAB#","institution_ids":["https://openalex.org/I146840658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082350603","display_name":"Malik Sajjad Ahmed Nadeem","orcid":"https://orcid.org/0000-0002-4181-329X","observed_orcids":["https://orcid.org/0000-0002-4181-329X"]},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Malik Sajjad Ahmed Nadeem","raw_affiliation_strings":["Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan#TAB#"],"raw_orcid":"https://orcid.org/0000-0002-4181-329X","affiliations":[{"raw_affiliation_string":"Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan#TAB#","institution_ids":["https://openalex.org/I146840658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049830551","display_name":"Seong\u2010O Shim","orcid":"https://orcid.org/0000-0002-1842-4624","observed_orcids":["https://orcid.org/0000-0002-1842-4624"]},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Seong-O Shim","raw_affiliation_strings":["College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-1842-4624","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013233350","display_name":"Ishtiaq Rasool Khan","orcid":"https://orcid.org/0000-0002-3887-9052","observed_orcids":["https://orcid.org/0000-0002-3887-9052"]},"institutions":[{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ishtiaq Rasool Khan","raw_affiliation_strings":["College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-3887-9052","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045196318","display_name":"Aliya Shaheen","orcid":"https://orcid.org/0000-0001-8580-1197","observed_orcids":["https://orcid.org/0000-0001-8580-1197"]},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Aliya Shaheen","raw_affiliation_strings":["Department of Mathematics, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-8580-1197","affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","institution_ids":["https://openalex.org/I146840658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007433389","display_name":"Nazneen Habib","orcid":"https://orcid.org/0000-0003-3873-3237","observed_orcids":["https://orcid.org/0000-0003-3873-3237"]},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nazneen Habib","raw_affiliation_strings":["Department of Sociology and Rural Development, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","Department of Sociology & Rural Development, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-3873-3237","affiliations":[{"raw_affiliation_string":"Department of Sociology and Rural Development, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"Department of Sociology & Rural Development, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","institution_ids":["https://openalex.org/I146840658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064562623","display_name":"Lal Hussain","orcid":"https://orcid.org/0000-0003-1103-4938","observed_orcids":["https://orcid.org/0000-0003-1103-4938","https://orcid.org/0000-0002-7692-5523"]},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Lal Hussain","raw_affiliation_strings":["Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan#TAB#"],"raw_orcid":"https://orcid.org/0000-0002-7692-5523","affiliations":[{"raw_affiliation_string":"Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan#TAB#","institution_ids":["https://openalex.org/I146840658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048223919","display_name":"Wajid Aziz","orcid":"https://orcid.org/0000-0002-7953-785X","observed_orcids":["https://orcid.org/0000-0002-7953-785X"]},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]},{"id":"https://openalex.org/I4210099699","display_name":"University of Jeddah","ror":"https://ror.org/015ya8798","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210099699"]}],"countries":["PK","SA"],"is_corresponding":false,"raw_author_name":"Wajid Aziz","raw_affiliation_strings":["College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia","Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia; Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-7953-785X","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I4210099699"]},{"raw_affiliation_string":"Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"College of Computer Science and Engineering, University of Jeddah, Jeddah, Saudi Arabia; Department of Computer Sciences and Information Technology, University of Azad Jammu and Kashmir, Muzaffarabad, Pakistan","institution_ids":["https://openalex.org/I146840658","https://openalex.org/I4210099699"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":{"value":1750,"currency":"USD","value_usd":1750},"fwci":3.2668,"has_fulltext":true,"cited_by_count":92,"citation_normalized_percentile":{"value":0.92981074,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"146847","last_page":"146864"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9990000128746033,"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":0.9990000128746033,"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":0.00019999999494757503,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electricity-load-forecasting","display_name":"electricity load forecasting","score":0.9760000109672546},{"id":"https://openalex.org/keywords/support-vector-regression","display_name":"support vector regression","score":0.7720000147819519},{"id":"https://openalex.org/keywords/radial-kernels","display_name":"radial kernels","score":0.652999997138977},{"id":"https://openalex.org/keywords/temperature","display_name":"temperature","score":0.5540000200271606},{"id":"https://openalex.org/keywords/dew-point","display_name":"dew point","score":0.9990000128746033},{"id":"https://openalex.org/keywords/electricity-demand","display_name":"electricity demand","score":0.6169999837875366},{"id":"https://openalex.org/keywords/muzaffarabad","display_name":"Muzaffarabad","score":0.7940000295639038},{"id":"https://openalex.org/keywords/time-series-forecasting","display_name":"time series forecasting","score":0.4880000054836273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6637091636657715},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5715470910072327},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.46963927149772644},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.45072412490844727},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38080617785453796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3711143732070923},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2859152555465698},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08951616287231445},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3014086","doi":"https://doi.org/10.1109/access.2020.3014086","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3014086","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09157869.pdf","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,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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:ee2c8e9be95d407594cf68a30e978149","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/ee2c8e9be95d407594cf68a30e978149","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,"listed_in":[],"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 8, Pp 146847-146864 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3014086","doi":"https://doi.org/10.1109/access.2020.3014086","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3014086","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09157869.pdf","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,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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":0.8485000133514404,"id":"https://metadata.un.org/sdg/7"},{"display_name":"Industry, innovation and infrastructure","score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Climate action","score":0.5351999998092651,"id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3046976979.pdf","grobid_xml":"https://content.openalex.org/works/W3046976979.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1512132299","https://openalex.org/W1558527325","https://openalex.org/W1584462862","https://openalex.org/W1985258161","https://openalex.org/W1986511531","https://openalex.org/W1996350825","https://openalex.org/W1999327680","https://openalex.org/W2007106650","https://openalex.org/W2047277657","https://openalex.org/W2062231378","https://openalex.org/W2088767509","https://openalex.org/W2089102397","https://openalex.org/W2100485669","https://openalex.org/W2113436662","https://openalex.org/W2123007178","https://openalex.org/W2125987046","https://openalex.org/W2133176659","https://openalex.org/W2137226992","https://openalex.org/W2149054591","https://openalex.org/W2163037361","https://openalex.org/W2169477745","https://openalex.org/W2325436601","https://openalex.org/W2468395428","https://openalex.org/W2528071769","https://openalex.org/W2610309700","https://openalex.org/W2726811377","https://openalex.org/W2740122940","https://openalex.org/W2766532256","https://openalex.org/W2779879818","https://openalex.org/W2787599825","https://openalex.org/W2788553534","https://openalex.org/W2794794675","https://openalex.org/W2795649788","https://openalex.org/W2887388115","https://openalex.org/W2902285311","https://openalex.org/W2905388713","https://openalex.org/W2911964244","https://openalex.org/W2917222467","https://openalex.org/W2920889959","https://openalex.org/W2935683125","https://openalex.org/W2939426685","https://openalex.org/W2966111888","https://openalex.org/W2972462266","https://openalex.org/W2974125466","https://openalex.org/W2977047872","https://openalex.org/W2983826953","https://openalex.org/W3007800559","https://openalex.org/W3013898566","https://openalex.org/W3026205176","https://openalex.org/W4239510810","https://openalex.org/W4242841269","https://openalex.org/W4244895750"],"related_works":["https://openalex.org/W4410217522","https://openalex.org/W3113764966","https://openalex.org/W3140747433","https://openalex.org/W4403124411","https://openalex.org/W4210780248","https://openalex.org/W4302350288","https://openalex.org/W7083175896","https://openalex.org/W4221052150","https://openalex.org/W4386257548","https://openalex.org/W4402550658"],"abstract_inverted_index":{"Electricity,":[0],"a":[1,209],"fundamental":[2],"commodity,":[3],"must":[4],"be":[5,13,272],"generated":[6],"as":[7,27],"per":[8,76,157],"required":[9],"utilization":[10],"which":[11],"cannot":[12],"stored":[14],"at":[15],"large":[16],"scales.":[17],"The":[18,229],"production":[19],"cost":[20,70,78,169,182],"heavily":[21],"depends":[22],"upon":[23],"the":[24,53,115,120,138,155,201,237,244,253,256,273,286],"source":[25],"such":[26],"hydroelectric":[28],"power":[29,214],"plants,":[30],"petroleum":[31],"products,":[32],"nuclear":[33],"and":[34,39,49,66,79,111,194,213,247,282,289],"wind":[35],"energy.":[36],"Besides":[37],"overproduction":[38],"underproduction,":[40],"electricity":[41,71,145,203],"demand":[42,147,204],"is":[43,125,129,164,206],"driven":[44],"by":[45,185],"metrological":[46,135],"parameters,":[47],"economic":[48],"industrial":[50],"activities.":[51],"Therefore,":[52],"region":[54,140,288],"specific":[55,139],"accurate":[56,142],"electric":[57,170,266],"load":[58,146,171,267],"forecasting":[59,151,172,183,268],"can":[60,292],"help":[61],"to":[62,74,113,132,153,166,224,259,271,295],"effectively":[63],"manage,":[64],"plan,":[65],"schedule":[67],"appropriate":[68],"low":[69],"generation":[72],"units":[73],"decrease":[75],"unit":[77],"provision":[80],"of":[81,122,137,144,211,239,255],"on":[82],"time":[83,116,231],"energy":[84],"for":[85,141,243,285],"maximum":[86],"financial":[87],"benefits.":[88],"Machine":[89],"learning":[90,95],"(ML)":[91],"offers":[92],"different":[93,105],"supervised":[94],"algorithms":[96,124],"including":[97],"multiple":[98],"linear":[99],"regression,":[100],"support":[101],"vector":[102],"regressors":[103],"with":[104],"kernels,":[106],"k-nearest":[107],"neighbors,":[108],"Random":[109],"Forest":[110],"AdaBoost":[112],"forecast":[114],"series":[117,232],"data,":[118],"but":[119],"performance":[121],"these":[123],"data":[126,205,233],"dependent.":[127],"It":[128],"vitally":[130],"important":[131],"consider":[133],"correlated":[134,176,279],"parameters":[136],"prediction":[143],"using":[148,175,278],"ML":[149],"based":[150,265],"models":[152,184],"minimize":[154],"price":[156],"unit.":[158],"In":[159],"this":[160],"study,":[161],"an":[162],"algorithm":[163,258],"proposed":[165,257],"select":[167,260],"least":[168,181],"model":[173,269,275],"(lcELFM)":[174],"meteorological":[177,230,241],"parameters.":[178],"We":[179],"developed":[180],"minimizing":[186],"root":[187],"mean":[188,191,195],"squared":[189],"error,":[190,193],"absolute":[192,196],"percentage":[197],"error.":[198],"For":[199],"simulations,":[200],"recorded":[202],"taken":[207],"from":[208,219,236],"substation":[210,238],"water":[212],"development":[215],"authority":[216],"Muzaffarabad":[217],"city":[218],"$1^{\\mathrm":[220],"{st}}$":[221,226],"January":[222],"2014":[223],"$31^{\\mathrm":[225],"December":[227],"2015.":[228],"are":[234],"obtained":[235],"Pakistan":[240],"department":[242],"same":[245,248],"period":[246],"region.":[249],"Empirical":[250],"results":[251],"demonstrate":[252],"robustness":[254],"lcELFM.":[261],"Moreover,":[262],"SVR":[263],"(Radial)":[264],"proves":[270],"robust":[274],"when":[276],"built":[277],"features":[280],"(temperature":[281],"dew":[283],"point)":[284],"said":[287],"in":[290],"turn":[291],"save":[293],"up":[294],"PKR":[296],"0.313":[297],"million":[298],"daily.":[299]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":11}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-08-10T00:00:00"}