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Previsão da energia solar através da inteligência artificial
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ISBN10: 6208360226
ISBN13: 9786208360221
Publisher: Edicoes Nosso Conhecimento
Published: Dec 9 2024
Pages: 100
Weight: 0.35
Height: 0.24 Width: 6.00 Depth: 9.00
Language: Portuguese
ISBN13: 9786208360221
Publisher: Edicoes Nosso Conhecimento
Published: Dec 9 2024
Pages: 100
Weight: 0.35
Height: 0.24 Width: 6.00 Depth: 9.00
Language: Portuguese
A energia solar é uma forma de energia muito promissora e renovável que pode satisfazer uma quantidade substancial das necessidades energéticas mundiais. No entanto, o carácter esporádico das fontes de energia renováveis, causado por variáveis como os padrões climáticos e a hora do dia, apresenta obstáculos à produção consistente de energia e à sua integração no sistema elétrico. Para fazer face a estas dificuldades, este estudo sugere um método inovador que utiliza abordagens de visão computacional e de inteligência artificial para prever e melhorar a produção de energia solar. A abordagem sugerida implica a fusão de métodos baseados em dados dos domÃnios da visão computacional e da aprendizagem automática. A informação antecipada sobre o clima, a radiação solar e o funcionamento do carregador solar é recolhida de várias fontes. Os cálculos de visão por computador utilizam informações de satélite ou imagens terrestres para remover a cobertura nublada, o desenvolvimento e outras qualidades climáticas. A hora do dia e a estação do ano são adicionadas à informação visual para fornecer um conjunto de dados completo. O conjunto de dados treina estruturas de IA para avaliar a irradiação solar e a criação de energia.
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