{"id":"https://openalex.org/W3170276757","doi":"https://doi.org/10.1007/s42979-021-00698-2","title":"Energy Consumption and Price Forecasting Through Data-Driven Analysis Methods: A Review","display_name":"Energy Consumption and Price Forecasting Through Data-Driven Analysis Methods: A Review","publication_year":2021,"publication_date":"2021-06-02","ids":{"openalex":"https://openalex.org/W3170276757","doi":"https://doi.org/10.1007/s42979-021-00698-2","mag":"3170276757"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-021-00698-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-021-00698-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"review","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/A5101599346","display_name":"Harsh Patel","orcid":"https://orcid.org/0000-0002-7060-3240"},"institutions":[{"id":"https://openalex.org/I33586908","display_name":"Pandit Deendayal Petroleum University","ror":"https://ror.org/02nsv5p42","country_code":"IN","type":"education","lineage":["https://openalex.org/I33586908"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Harsh Patel","raw_affiliation_strings":["School of Petroleum Technology, \n   Pandit Deendayal Energy University\n, Gandhinagar, \n     382426\n, Gujarat, India"],"affiliations":[{"raw_affiliation_string":"School of Petroleum Technology, \n   Pandit Deendayal Energy University\n, Gandhinagar, \n     382426\n, Gujarat, India","institution_ids":["https://openalex.org/I33586908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091192993","display_name":"Manan Shah","orcid":"https://orcid.org/0000-0002-8665-5010"},"institutions":[{"id":"https://openalex.org/I33586908","display_name":"Pandit Deendayal Petroleum University","ror":"https://ror.org/02nsv5p42","country_code":"IN","type":"education","lineage":["https://openalex.org/I33586908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manan Shah","raw_affiliation_strings":["Department of Chemical Engineering School of Technology, \n   Pandit Deendayal Energy University\n, Gandhinagar, \n     382426\n, Gujarat, India"],"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering School of Technology, \n   Pandit Deendayal Energy University\n, Gandhinagar, \n     382426\n, Gujarat, India","institution_ids":["https://openalex.org/I33586908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101599346"],"corresponding_institution_ids":["https://openalex.org/I33586908"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":1.7189,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.84249835,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"2","issue":"4","first_page":null,"last_page":null},"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/T11059","display_name":"Market Dynamics and Volatility","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.9941999912261963,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6831738948822021},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5659822225570679},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5572564601898193},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5495612621307373},{"id":"https://openalex.org/keywords/disk-formatting","display_name":"Disk formatting","score":0.5484203100204468},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.514432966709137},{"id":"https://openalex.org/keywords/energy-market","display_name":"Energy market","score":0.5110417604446411},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.4640141725540161},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.4450329840183258},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37254220247268677},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.35106921195983887},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3446961045265198},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.32229411602020264},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18568196892738342}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6831738948822021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5659822225570679},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5572564601898193},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5495612621307373},{"id":"https://openalex.org/C88006597","wikidata":"https://www.wikidata.org/wiki/Q690117","display_name":"Disk formatting","level":2,"score":0.5484203100204468},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.514432966709137},{"id":"https://openalex.org/C2776849302","wikidata":"https://www.wikidata.org/wiki/Q1239166","display_name":"Energy market","level":3,"score":0.5110417604446411},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.4640141725540161},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.4450329840183258},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37254220247268677},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.35106921195983887},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3446961045265198},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.32229411602020264},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18568196892738342},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-021-00698-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-021-00698-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W1510073064","https://openalex.org/W1823078419","https://openalex.org/W1966772443","https://openalex.org/W1973172155","https://openalex.org/W1977373474","https://openalex.org/W1982857411","https://openalex.org/W1983184804","https://openalex.org/W1989115171","https://openalex.org/W1989783051","https://openalex.org/W1993360808","https://openalex.org/W2003235873","https://openalex.org/W2012035310","https://openalex.org/W2019037940","https://openalex.org/W2022921010","https://openalex.org/W2032654523","https://openalex.org/W2043915444","https://openalex.org/W2070143573","https://openalex.org/W2091005538","https://openalex.org/W2092514020","https://openalex.org/W2109510860","https://openalex.org/W2137831894","https://openalex.org/W2534198551","https://openalex.org/W2537411469","https://openalex.org/W2741802314","https://openalex.org/W2753249047","https://openalex.org/W2764129058","https://openalex.org/W2772858445","https://openalex.org/W2774662878","https://openalex.org/W2781966338","https://openalex.org/W2782085727","https://openalex.org/W2783592290","https://openalex.org/W2788001476","https://openalex.org/W2789331854","https://openalex.org/W2792836463","https://openalex.org/W2793490331","https://openalex.org/W2801500301","https://openalex.org/W2804095534","https://openalex.org/W2808784114","https://openalex.org/W2886726949","https://openalex.org/W2894272489","https://openalex.org/W2897090621","https://openalex.org/W2908693127","https://openalex.org/W2912114906","https://openalex.org/W2922331541","https://openalex.org/W2942779732","https://openalex.org/W2944454002","https://openalex.org/W2950944546","https://openalex.org/W2965686738","https://openalex.org/W2967590613","https://openalex.org/W2981334053","https://openalex.org/W2990740199","https://openalex.org/W2993506706","https://openalex.org/W2993955516","https://openalex.org/W3000260932","https://openalex.org/W3006515482","https://openalex.org/W3019464069","https://openalex.org/W3020944283","https://openalex.org/W3022260683","https://openalex.org/W3023172423","https://openalex.org/W3028632967","https://openalex.org/W3028860567","https://openalex.org/W3031464398","https://openalex.org/W3032230367","https://openalex.org/W3032843728","https://openalex.org/W3033609779","https://openalex.org/W3035006368","https://openalex.org/W3080844571","https://openalex.org/W3082432603","https://openalex.org/W3085351351","https://openalex.org/W3094829982","https://openalex.org/W3096275077","https://openalex.org/W3096409984","https://openalex.org/W3100890305","https://openalex.org/W3106717751","https://openalex.org/W3108501457","https://openalex.org/W3121331245","https://openalex.org/W3125065948","https://openalex.org/W3125102458"],"related_works":["https://openalex.org/W4244466418","https://openalex.org/W2104062382","https://openalex.org/W2162878363","https://openalex.org/W2389021890","https://openalex.org/W3023343521","https://openalex.org/W2146588098","https://openalex.org/W2479325685","https://openalex.org/W3183791698","https://openalex.org/W2480873127","https://openalex.org/W3111710556"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}