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Solar radiation prediction using classical and evolutionary techniques

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Detalhes bibliográficos
Resumo:Modern greenhouse climate controllers are based on models to simulate and predict greenhouse environment behavior. These models must be able to describe indoor climate process dynamics, which is a function of both the control actions taken and outside climate. Moreover, if predictive or feedforward control techniques are to be applied, it is necessary to employ models to describe and predict the weather (solar radiation, air temperature, etc.). In this paper, classical and evolutionary techniques are applied to solar radiation time-series prediction within a greenhouse located in the UTAD campuus. Experimental results are provided and compared for the two tipes of methods.
Autores principais:Coelho, João Paulo
Outros Autores:Cunha, José Boaventura; Oliveira, Paulo de Moura
Assunto:Greenhouse System identification Evolutionary algorithms Regressive methods
Ano:2001
País:Portugal
Tipo de documento:comunicação em conferência
Tipo de acesso:acesso aberto
Instituição associada:Instituto Politécnico de Bragança
Idioma:inglês
Origem:Biblioteca Digital do IPB

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