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Previsão E Melhoramento Da Velocidade de Alimentação de AR Numa Turbina Eólica Invelox
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ISBN10: 6208613809
ISBN13: 9786208613808
Publisher: Edicoes Nosso Conhecimento
Published: Jan 30 2025
Pages: 160
Weight: 0.49
Height: 0.37 Width: 6.00 Depth: 9.00
Language: Portuguese
ISBN13: 9786208613808
Publisher: Edicoes Nosso Conhecimento
Published: Jan 30 2025
Pages: 160
Weight: 0.49
Height: 0.37 Width: 6.00 Depth: 9.00
Language: Portuguese
A energia eólica é uma alternativa sustentável e viável aos combustÃveis fósseis. Foi desenvolvida uma nova conceção de alto desempenho, I2NS2F(Funil de admissão omnidirecional integrado, ventilador natural, difusor reto, divisor e flange), para turbinas eólicas. Esta conceção inclui um funil de entrada, um ventilador natural, uma secção de fluxo, um divisor de saÃda e uma flange. Foram analisadas e optimizadas quatro configurações utilizando o MATLAB Simulink e o Ansys Fluent.O projeto I2NS2Fatingiu uma velocidade do vento notável de 53 m/s na região da turbina com uma velocidade de entrada de 5,5 m/s, superando as outras configurações. Para lidar com a natureza intermitente da velocidade do vento, foi implementado um modelo melhorado de Aprendizagem Profunda (DL) utilizando a Memória de Curto Prazo Longo (LSTM) optimizada com os algoritmos Black Widow e Mayfly para a previsão da velocidade. Validado através de testes em túnel de vento subsónico utilizando modelos miniatura impressos em 3D, o modelo demonstrou elevada precisão, estabelecendo a sua eficácia para a previsão da velocidade do vento e otimização da potência em turbinas eólicas do tipo INVELOX.
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