{"id":"https://openalex.org/W2222376727","doi":"https://doi.org/10.1109/siu.2015.7129888","title":"Power load forecast system for Turkish electric market","display_name":"Power load forecast system for Turkish electric market","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W2222376727","doi":"https://doi.org/10.1109/siu.2015.7129888","mag":"2222376727"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2015.7129888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7129888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5016788094","display_name":"Tolga O. Bozkurt","orcid":"https://orcid.org/0000-0003-0507-6875"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"O. Ozgur Bozkurt","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Y\u0131ld\u0131z Teknik \u00dcniversitesi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Y\u0131ld\u0131z Teknik \u00dcniversitesi","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004808878","display_name":"Z. Cihan Taysi","orcid":"https://orcid.org/0000-0003-3916-7492"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Z. Cihan Taysi","raw_affiliation_strings":["Yildiz Teknik Universitesi, Istanbul, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yildiz Teknik Universitesi, Istanbul, TR","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034856736","display_name":"G\u00f6ksel Biricik","orcid":"https://orcid.org/0000-0002-4768-7431"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Goksel Biricik","raw_affiliation_strings":["Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Y\u0131ld\u0131z Teknik \u00dcniversitesi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc, Y\u0131ld\u0131z Teknik \u00dcniversitesi","institution_ids":["https://openalex.org/I4101805"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4101805"],"apc_list":null,"apc_paid":null,"fwci":0.4118,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5561208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"11","issue":null,"first_page":"569","last_page":"572"},"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":0.9958000183105469,"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":0.9857000112533569,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5991899371147156},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.564844012260437},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.5448510646820068},{"id":"https://openalex.org/keywords/turkish","display_name":"Turkish","score":0.535763144493103},{"id":"https://openalex.org/keywords/investment","display_name":"Investment (military)","score":0.5339927077293396},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.5021622180938721},{"id":"https://openalex.org/keywords/electrical-load","display_name":"Electrical load","score":0.48395803570747375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48199573159217834},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.44526898860931396},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4302104711532593},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4055301249027252},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.37940263748168945},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.35108399391174316},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.33893004059791565},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.23709672689437866},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21858662366867065},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12382364273071289}],"concepts":[{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5991899371147156},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.564844012260437},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.5448510646820068},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.535763144493103},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.5339927077293396},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.5021622180938721},{"id":"https://openalex.org/C77715397","wikidata":"https://www.wikidata.org/wiki/Q931447","display_name":"Electrical load","level":3,"score":0.48395803570747375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48199573159217834},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.44526898860931396},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4302104711532593},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4055301249027252},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.37940263748168945},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.35108399391174316},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.33893004059791565},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.23709672689437866},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21858662366867065},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12382364273071289},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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:10.1109/siu.2015.7129888","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2015.7129888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23nd Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1988164075","https://openalex.org/W2001165499","https://openalex.org/W2004802477","https://openalex.org/W2047785054","https://openalex.org/W2072690957","https://openalex.org/W2086188197","https://openalex.org/W2094583358","https://openalex.org/W2100849155","https://openalex.org/W2121955751","https://openalex.org/W2144724566","https://openalex.org/W2146588145","https://openalex.org/W2166651278","https://openalex.org/W2479265419","https://openalex.org/W2536921129","https://openalex.org/W3193622146","https://openalex.org/W4233091538","https://openalex.org/W6799893825"],"related_works":["https://openalex.org/W2954724877","https://openalex.org/W2611695415","https://openalex.org/W4379045381","https://openalex.org/W4288326818","https://openalex.org/W2780533724","https://openalex.org/W2037415720","https://openalex.org/W2551013219","https://openalex.org/W2093411737","https://openalex.org/W3158513142","https://openalex.org/W2029784539"],"abstract_inverted_index":{"Forecasting":[0],"the":[1],"electric":[2],"load":[3,30,41,45],"demand":[4],"in":[5,10],"advance":[6],"is":[7,67,72],"very":[8],"important":[9],"deregulated":[11],"market":[12,51],"conditions":[13],"to":[14],"give":[15],"proper":[16],"production,":[17],"purchase,":[18],"maintenance":[19],"and":[20,40,69,79,84],"investment":[21],"decisions.":[22],"Correct":[23],"price":[24,39,86],"forecasts":[25],"also":[26],"depend":[27],"on":[28,43,64],"accurate":[29],"prediction.":[31],"In":[32],"this":[33],"study,":[34],"effects":[35],"of":[36,61,77],"calendar,":[37],"historical":[38,78,85],"data":[42,63],"short-term":[44],"forecast":[46,65],"for":[47],"Turkish":[48],"Deregulated":[49],"Electricity":[50],"are":[52],"tested":[53],"using":[54,74],"feed":[55],"forward":[56],"neural":[57],"networks.":[58],"The":[59],"impact":[60],"each":[62],"performance":[66,71],"evaluated":[68],"best":[70],"obtained":[73],"a":[75],"combination":[76],"predicted":[80],"load,":[81],"calendar":[82],"information":[83,87]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}