{"id":"https://openalex.org/W3213064784","doi":"https://doi.org/10.1016/j.energy.2021.122643","title":"Machine learning methods to assist structure design and optimization of Dual Darrieus Wind Turbines","display_name":"Machine learning methods to assist structure design and optimization of Dual Darrieus Wind Turbines","publication_year":2021,"publication_date":"2021-11-16","ids":{"openalex":"https://openalex.org/W3213064784","doi":"https://doi.org/10.1016/j.energy.2021.122643","mag":"3213064784"},"language":"en","primary_location":{"id":"doi:10.1016/j.energy.2021.122643","doi":"https://doi.org/10.1016/j.energy.2021.122643","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.energy.2021.122643","pdf_url":null,"source":{"id":"https://openalex.org/S2497375143","display_name":"Energy","issn_l":"0360-5442","issn":["0360-5442","1873-6785"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy","raw_type":"journal-article"},"volume":null,"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/A5101634512","display_name":"Biyi Cheng","orcid":"https://orcid.org/0009-0002-9418-1879","observed_orcids":["https://orcid.org/0009-0002-9418-1879"]},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biyi Cheng","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, 518055, Guangdong Province, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, 518055, Guangdong Province, PR China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043443658","display_name":"Jianjun Du","orcid":"https://orcid.org/0000-0002-5618-1838","observed_orcids":["https://orcid.org/0000-0002-5618-1838"]},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Du","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, 518055, Guangdong Province, PR China"],"raw_orcid":"https://orcid.org/0000-0002-5618-1838","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, 518055, Guangdong Province, PR China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108582431","display_name":"Yingxue Yao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yingxue Yao","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, 518055, Guangdong Province, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Harbin Institute of Technology Shenzhen, Shenzhen, 518055, Guangdong Province, PR China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5108582431"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":3400,"currency":"USD","value_usd":3400},"apc_paid":null,"fwci":3.5186,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.93715619,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"244","issue":null,"first_page":"122643","last_page":"122643"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10680","display_name":"Wind Energy Research and Development","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10680","display_name":"Wind Energy Research and Development","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.004000000189989805,"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"}},{"id":"https://openalex.org/T10740","display_name":"Wind Turbine Control Systems","score":0.002099999925121665,"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/two-level-model","display_name":"two-level model","score":0.7480000257492065},{"id":"https://openalex.org/keywords/machine-learning-prediction-models","display_name":"machine learning prediction models","score":0.7450000047683716},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8960000276565552},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"adaptive neuro-fuzzy inference system","score":0.9430000185966492},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":1.0},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.8640000224113464},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.9629999995231628},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"simulated annealing","score":0.8650000095367432},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.9990000128746033},{"id":"https://openalex.org/keywords/offset-angle","display_name":"offset angle","score":0.8399999737739563},{"id":"https://openalex.org/keywords/orthogonal-experimental-design","display_name":"orthogonal experimental design","score":0.6809999942779541},{"id":"https://openalex.org/keywords/computational-fluid-dynamics","display_name":"computational fluid dynamics","score":0.609000027179718}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6377087831497192},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6239615082740784},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.6005594730377197},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5897297263145447},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5370048880577087},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5195565223693848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5051823258399963},{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.49671727418899536},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.48199740052223206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42667850852012634},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4230015277862549},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41273772716522217},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3976350426673889},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36791789531707764},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3114495873451233},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.18256640434265137},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1053057312965393},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.energy.2021.122643","doi":"https://doi.org/10.1016/j.energy.2021.122643","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.energy.2021.122643","pdf_url":null,"source":{"id":"https://openalex.org/S2497375143","display_name":"Energy","issn_l":"0360-5442","issn":["0360-5442","1873-6785"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-3","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:eee:energy:v:244:y:2022:i:pa:s0360544221028929","doi":null,"is_oa":false,"landing_page_url":"http://www.sciencedirect.com/science/article/pii/S0360544221028929","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.878000020980835},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4943999946117401}],"study_designs":[],"awards":[{"id":"https://openalex.org/G7044031014","display_name":null,"funder_award_id":"JSGG20200701095002004","funder_id":"https://openalex.org/F4320335966","funder_display_name":"Science and Technology Planning Project of Shenzhen Municipality"}],"funders":[{"id":"https://openalex.org/F4320335966","display_name":"Science and Technology Planning Project of Shenzhen Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1497256448","https://openalex.org/W1774883656","https://openalex.org/W1963717133","https://openalex.org/W1965176122","https://openalex.org/W2003121415","https://openalex.org/W2024060531","https://openalex.org/W2067781064","https://openalex.org/W2084274666","https://openalex.org/W2152195021","https://openalex.org/W2154061444","https://openalex.org/W2234570758","https://openalex.org/W2415536235","https://openalex.org/W2543580944","https://openalex.org/W2561572723","https://openalex.org/W2594226405","https://openalex.org/W2605110181","https://openalex.org/W2606105023","https://openalex.org/W2616272517","https://openalex.org/W2767608404","https://openalex.org/W2772150776","https://openalex.org/W2796698500","https://openalex.org/W2804963734","https://openalex.org/W2946623180","https://openalex.org/W2947375564","https://openalex.org/W2981646906","https://openalex.org/W2997562538","https://openalex.org/W3091075772","https://openalex.org/W3092025375","https://openalex.org/W3114030990","https://openalex.org/W3155384932","https://openalex.org/W3216359034","https://openalex.org/W4233642336"],"related_works":["https://openalex.org/W4308499319","https://openalex.org/W4238937673","https://openalex.org/W4411727667","https://openalex.org/W2983054493","https://openalex.org/W7109418743","https://openalex.org/W4395469385","https://openalex.org/W2327253051","https://openalex.org/W7161356898","https://openalex.org/W4320479004","https://openalex.org/W2896282872"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-11-22T00:00:00"}