{"id":"https://openalex.org/W3034567169","doi":"https://doi.org/10.1007/s10489-020-01728-x","title":"Short term electric load forecasting using hybrid algorithm for smart cities","display_name":"Short term electric load forecasting using hybrid algorithm for smart cities","publication_year":2020,"publication_date":"2020-06-08","ids":{"openalex":"https://openalex.org/W3034567169","doi":"https://doi.org/10.1007/s10489-020-01728-x","mag":"3034567169"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-020-01728-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-020-01728-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-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/A5060859373","display_name":"Ehab E. Elattar","orcid":"https://orcid.org/0000-0002-3966-2584"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]},{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG","SA"],"is_corresponding":true,"raw_author_name":"Ehab E. Elattar","raw_affiliation_strings":["Electrical Engineering Department, College of Engineering, Taif University, Taif, 21974, Saudi Arabia","Electrical Engineering Department, Faculty of Engineering, Menoufia University, Shebin Elkom, 32511, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-3966-2584","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, College of Engineering, Taif University, Taif, 21974, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]},{"raw_affiliation_string":"Electrical Engineering Department, Faculty of Engineering, Menoufia University, Shebin Elkom, 32511, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066717737","display_name":"Nehmdoh A. Sabiha","orcid":"https://orcid.org/0000-0002-0993-9888"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]},{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG","SA"],"is_corresponding":false,"raw_author_name":"Nehmdoh A. Sabiha","raw_affiliation_strings":["Electrical Engineering Department, College of Engineering, Taif University, Taif, 21974, Saudi Arabia","Electrical Engineering Department, Faculty of Engineering, Menoufia University, Shebin Elkom, 32511, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, College of Engineering, Taif University, Taif, 21974, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]},{"raw_affiliation_string":"Electrical Engineering Department, Faculty of Engineering, Menoufia University, Shebin Elkom, 32511, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mohammad Alsharef","orcid":null},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Alsharef","raw_affiliation_strings":["Electrical Engineering Department, College of Engineering, Taif University, Taif, 21974, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, College of Engineering, Taif University, Taif, 21974, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009668664","display_name":"Mohamed K. Metwaly","orcid":"https://orcid.org/0000-0001-6598-8652"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]},{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG","SA"],"is_corresponding":false,"raw_author_name":"Mohamed K. Metwaly","raw_affiliation_strings":["Electrical Engineering Department, College of Engineering, Taif University, Taif, 21974, Saudi Arabia","Electrical Engineering Department, Faculty of Engineering, Menoufia University, Shebin Elkom, 32511, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, College of Engineering, Taif University, Taif, 21974, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]},{"raw_affiliation_string":"Electrical Engineering Department, Faculty of Engineering, Menoufia University, Shebin Elkom, 32511, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101985826","display_name":"Amr M. Abd\u2010Elhady","orcid":null},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Amr M. Abd-Elhady","raw_affiliation_strings":["Electrical Engineering Department, Faculty of Engineering, Menoufia University, Shebin Elkom, 32511, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Faculty of Engineering, Menoufia University, Shebin Elkom, 32511, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101671628","display_name":"Ibrahim B. M. Taha","orcid":"https://orcid.org/0000-0002-5035-7003"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]},{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]}],"countries":["EG","SA"],"is_corresponding":false,"raw_author_name":"Ibrahim B. M. Taha","raw_affiliation_strings":["Electrical Engineering Department, College of Engineering, Taif University, Taif, 21974, Saudi Arabia","Electrical Engineering Department, Faculty of Engineering, Tanta University, Tanta, 31521, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, College of Engineering, Taif University, Taif, 21974, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]},{"raw_affiliation_string":"Electrical Engineering Department, Faculty of Engineering, Tanta University, Tanta, 31521, Egypt","institution_ids":["https://openalex.org/I21376657"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5060859373"],"corresponding_institution_ids":["https://openalex.org/I179331831","https://openalex.org/I63601056"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.121,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.92185111,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"50","issue":"10","first_page":"3379","last_page":"3399"},"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/T12368","display_name":"Grey System Theory Applications","score":0.9954000115394592,"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"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8500331044197083},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6942745447158813},{"id":"https://openalex.org/keywords/sigmoid-function","display_name":"Sigmoid function","score":0.6605439186096191},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5637459754943848},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5148267149925232},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.48972561955451965},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4645659029483795},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4295583665370941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41741248965263367},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39552539587020874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38544943928718567},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32929399609565735},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1967562735080719},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07739964127540588}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8500331044197083},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6942745447158813},{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.6605439186096191},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5637459754943848},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5148267149925232},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.48972561955451965},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4645659029483795},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4295583665370941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41741248965263367},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39552539587020874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38544943928718567},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32929399609565735},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1967562735080719},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07739964127540588},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-020-01728-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-020-01728-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G4684774802","display_name":null,"funder_award_id":"Research Project: 6147-440-1","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"}],"funders":[{"id":"https://openalex.org/F4320323722","display_name":"Taif University","ror":"https://ror.org/014g1a453"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W206545245","https://openalex.org/W1964357740","https://openalex.org/W1973952674","https://openalex.org/W1976608515","https://openalex.org/W1995139569","https://openalex.org/W2005898567","https://openalex.org/W2008406084","https://openalex.org/W2067391826","https://openalex.org/W2096071157","https://openalex.org/W2103879222","https://openalex.org/W2105916576","https://openalex.org/W2140779495","https://openalex.org/W2145732764","https://openalex.org/W2148603752","https://openalex.org/W2150291692","https://openalex.org/W2150878132","https://openalex.org/W2151554678","https://openalex.org/W2151767444","https://openalex.org/W2156654695","https://openalex.org/W2239718591","https://openalex.org/W2288083718","https://openalex.org/W2469133558","https://openalex.org/W2585392941","https://openalex.org/W2622709870","https://openalex.org/W2736391747","https://openalex.org/W2738900493","https://openalex.org/W2745913225","https://openalex.org/W2793026107","https://openalex.org/W2804806055","https://openalex.org/W2902087482","https://openalex.org/W2907286062","https://openalex.org/W2908929618","https://openalex.org/W2912812282","https://openalex.org/W2920821227","https://openalex.org/W2929100927","https://openalex.org/W2946578835","https://openalex.org/W2950729798","https://openalex.org/W2954431691","https://openalex.org/W2981068306","https://openalex.org/W2985584294","https://openalex.org/W2988120080","https://openalex.org/W2990714382","https://openalex.org/W2997320470"],"related_works":["https://openalex.org/W4385957115","https://openalex.org/W3204184292","https://openalex.org/W2061372042","https://openalex.org/W3047779762","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W2969450897","https://openalex.org/W2056420411","https://openalex.org/W3207172758"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}