{"id":"https://openalex.org/W2750292148","doi":"https://doi.org/10.1007/s00521-017-3183-5","title":"Forecasting of Turkey\u2019s monthly electricity demand by seasonal artificial neural network","display_name":"Forecasting of Turkey\u2019s monthly electricity demand by seasonal artificial neural network","publication_year":2017,"publication_date":"2017-08-24","ids":{"openalex":"https://openalex.org/W2750292148","doi":"https://doi.org/10.1007/s00521-017-3183-5","mag":"2750292148"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-017-3183-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-017-3183-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5024824700","display_name":"\u00c7o\u015fkun Hamza\u00e7ebi","orcid":null},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Co\u015fkun Hamza\u00e7ebi","raw_affiliation_strings":["Department of Industrial Engineering, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022823947","display_name":"H\u00fcseyin Avni Es","orcid":"https://orcid.org/0000-0003-4987-0173"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"H\u00fcseyin Avni Es","raw_affiliation_strings":["Department of Industrial Engineering, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-4987-0173","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004949606","display_name":"Re\u00e7ep \u00c7akmak","orcid":"https://orcid.org/0000-0002-6467-6240"},"institutions":[{"id":"https://openalex.org/I143914637","display_name":"G\u00fcm\u00fc\u015fhane University","ror":"https://ror.org/00r9t7n55","country_code":"TR","type":"education","lineage":["https://openalex.org/I143914637"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Recep \u00c7akmak","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, G\u00fcm\u00fc\u015fhane University, G\u00fcm\u00fc\u015fhane, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, G\u00fcm\u00fc\u015fhane University, G\u00fcm\u00fc\u015fhane, Turkey","institution_ids":["https://openalex.org/I143914637"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022823947"],"corresponding_institution_ids":["https://openalex.org/I162720556"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":1.2425,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":{"value":0.79754154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"31","issue":"7","first_page":"2217","last_page":"2231"},"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":0.9955999851226807,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9952999949455261,"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/electricity","display_name":"Electricity","score":0.8198562860488892},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5637823343276978},{"id":"https://openalex.org/keywords/electricity-demand","display_name":"Electricity demand","score":0.5371800661087036},{"id":"https://openalex.org/keywords/mains-electricity","display_name":"Mains electricity","score":0.5265812277793884},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.518207848072052},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.49959230422973633},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.488064169883728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4341159462928772},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.43394890427589417},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4221346974372864},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.4089084267616272},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.3497905731201172},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3276006579399109},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3242047131061554},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16555383801460266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.140500009059906},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13458660244941711},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1294553279876709},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09344592690467834},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09102296829223633},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.08283811807632446},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.07134401798248291}],"concepts":[{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.8198562860488892},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5637823343276978},{"id":"https://openalex.org/C2988649059","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Electricity demand","level":4,"score":0.5371800661087036},{"id":"https://openalex.org/C184773241","wikidata":"https://www.wikidata.org/wiki/Q387400","display_name":"Mains electricity","level":3,"score":0.5265812277793884},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.518207848072052},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.49959230422973633},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.488064169883728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4341159462928772},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.43394890427589417},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4221346974372864},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4089084267616272},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.3497905731201172},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3276006579399109},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3242047131061554},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16555383801460266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.140500009059906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13458660244941711},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1294553279876709},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09344592690467834},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09102296829223633},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.08283811807632446},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.07134401798248291},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-017-3183-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-017-3183-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W301079972","https://openalex.org/W429755696","https://openalex.org/W1493775511","https://openalex.org/W1551310758","https://openalex.org/W1586335931","https://openalex.org/W1619438751","https://openalex.org/W1758049558","https://openalex.org/W1965544481","https://openalex.org/W1966845648","https://openalex.org/W1969511940","https://openalex.org/W1970898534","https://openalex.org/W1973237289","https://openalex.org/W1975167999","https://openalex.org/W1975404935","https://openalex.org/W1980938887","https://openalex.org/W1981244936","https://openalex.org/W1982660753","https://openalex.org/W1984452465","https://openalex.org/W1986156480","https://openalex.org/W1987498744","https://openalex.org/W1988164075","https://openalex.org/W1988619421","https://openalex.org/W1990785420","https://openalex.org/W1997151153","https://openalex.org/W2002673437","https://openalex.org/W2003235296","https://openalex.org/W2008404566","https://openalex.org/W2011227258","https://openalex.org/W2013539514","https://openalex.org/W2015393497","https://openalex.org/W2026440431","https://openalex.org/W2026508613","https://openalex.org/W2033990536","https://openalex.org/W2035661269","https://openalex.org/W2040367232","https://openalex.org/W2045122607","https://openalex.org/W2047785054","https://openalex.org/W2049622828","https://openalex.org/W2049751389","https://openalex.org/W2050099778","https://openalex.org/W2053555702","https://openalex.org/W2053865013","https://openalex.org/W2053888833","https://openalex.org/W2057156516","https://openalex.org/W2058143548","https://openalex.org/W2059447477","https://openalex.org/W2059993735","https://openalex.org/W2060364371","https://openalex.org/W2061094090","https://openalex.org/W2065034692","https://openalex.org/W2068438324","https://openalex.org/W2069561735","https://openalex.org/W2069889024","https://openalex.org/W2071151783","https://openalex.org/W2073329489","https://openalex.org/W2074121977","https://openalex.org/W2077210932","https://openalex.org/W2077477131","https://openalex.org/W2080117042","https://openalex.org/W2081381307","https://openalex.org/W2087262384","https://openalex.org/W2088603690","https://openalex.org/W2094515728","https://openalex.org/W2107374807","https://openalex.org/W2110497518","https://openalex.org/W2114840041","https://openalex.org/W2119608925","https://openalex.org/W2123623454","https://openalex.org/W2139723650","https://openalex.org/W2317434326","https://openalex.org/W2477834368","https://openalex.org/W2592418536","https://openalex.org/W2798058877","https://openalex.org/W3146111732"],"related_works":["https://openalex.org/W2544743054","https://openalex.org/W3010029043","https://openalex.org/W4237392821","https://openalex.org/W3088478616","https://openalex.org/W3093216143","https://openalex.org/W3216555093","https://openalex.org/W3047763117","https://openalex.org/W2970969435","https://openalex.org/W4238420770","https://openalex.org/W4385430682"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
