{"id":"https://openalex.org/W4378678809","doi":"https://doi.org/10.1007/978-3-031-33979-0_1","title":"Forecasting of\u00a0Day-Ahead Wind Speed/electric Power by\u00a0Using a\u00a0Hybrid Machine Learning Algorithm","display_name":"Forecasting of\u00a0Day-Ahead Wind Speed/electric Power by\u00a0Using a\u00a0Hybrid Machine Learning Algorithm","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4378678809","doi":"https://doi.org/10.1007/978-3-031-33979-0_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-33979-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-33979-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"book-chapter","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/A5068314775","display_name":"Atilla Alt\u0131nta\u015f","orcid":"https://orcid.org/0000-0001-5101-032X"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Atilla Alt\u0131nta\u015f","raw_affiliation_strings":["Division of Fluid Dynamics, Department of Mechanics and Maritime Sciences, Chalmers University of Technology, 41296, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Fluid Dynamics, Department of Mechanics and Maritime Sciences, Chalmers University of Technology, 41296, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032275764","display_name":"Lars Davidson","orcid":"https://orcid.org/0000-0003-2903-4004"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Lars Davidson","raw_affiliation_strings":["Division of Fluid Dynamics, Department of Mechanics and Maritime Sciences, Chalmers University of Technology, 41296, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-2903-4004","affiliations":[{"raw_affiliation_string":"Division of Fluid Dynamics, Department of Mechanics and Maritime Sciences, Chalmers University of Technology, 41296, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051350506","display_name":"Ola Carlson","orcid":"https://orcid.org/0000-0002-7441-0147"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Ola Carlson","raw_affiliation_strings":["Department of Electrical Engineering, Chalmers University of Technology, 41296, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-7441-0147","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Chalmers University of Technology, 41296, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068314775"],"corresponding_institution_ids":["https://openalex.org/I66862912"],"apc_list":null,"apc_paid":null,"fwci":4.5972,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94431789,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9804999828338623,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.674602746963501},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.6634209156036377},{"id":"https://openalex.org/keywords/dispatchable-generation","display_name":"Dispatchable generation","score":0.6615180969238281},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5833308100700378},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.535327136516571},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.5140894055366516},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.49220672249794006},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.48943009972572327},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4697922468185425},{"id":"https://openalex.org/keywords/wind-power-forecasting","display_name":"Wind power forecasting","score":0.4415396749973297},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.3744184970855713},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3722684979438782},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29701513051986694},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2592545747756958},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.17829182744026184},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12463128566741943},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12134510278701782},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.06620919704437256},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06270498037338257}],"concepts":[{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.674602746963501},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.6634209156036377},{"id":"https://openalex.org/C85924503","wikidata":"https://www.wikidata.org/wiki/Q5282546","display_name":"Dispatchable generation","level":4,"score":0.6615180969238281},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5833308100700378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.535327136516571},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.5140894055366516},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.49220672249794006},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.48943009972572327},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4697922468185425},{"id":"https://openalex.org/C2781084341","wikidata":"https://www.wikidata.org/wiki/Q2583670","display_name":"Wind power forecasting","level":4,"score":0.4415396749973297},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.3744184970855713},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3722684979438782},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29701513051986694},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2592545747756958},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.17829182744026184},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12463128566741943},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12134510278701782},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.06620919704437256},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06270498037338257},{"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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-33979-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-33979-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},{"id":"pmh:oai:research.chalmers.se:537904","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/537904","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W56143013","https://openalex.org/W402289908","https://openalex.org/W1790870804","https://openalex.org/W2007221293","https://openalex.org/W2086850772","https://openalex.org/W2098076249","https://openalex.org/W2149559137","https://openalex.org/W2231409555","https://openalex.org/W2623167939","https://openalex.org/W2786741175","https://openalex.org/W2918035545","https://openalex.org/W3003545925","https://openalex.org/W3121668614","https://openalex.org/W3126919232","https://openalex.org/W3193383329","https://openalex.org/W4226068496"],"related_works":["https://openalex.org/W2388498011","https://openalex.org/W2909059409","https://openalex.org/W1987488708","https://openalex.org/W3158891845","https://openalex.org/W2098076249","https://openalex.org/W2364003117","https://openalex.org/W14765699","https://openalex.org/W2113980280","https://openalex.org/W2379363099","https://openalex.org/W2280665404"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":4}],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2023-05-30T00:00:00"}