Water Consumption Forecasting
Mostrando 1-3 de 3 artigos, teses e dissertações.
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1. Previsão de demanda de água na Região Metropolitana de São Paulo com redes neurais e artificiais e condições sócio-ambientais e meteorológicas. / Water demand forecasting in the metropolitan area São Paulo with Artificial Neural Network and socioenvironmental and meteorological conditions.
O presente trabalho apresenta a previsão de demanda de água em sistemas urbanos de abastecimento através de Rede Neural Artificial (RNA) utilizando dados de consumo de água e variáveis meteorológicas e socioambientais. A RNA utilizada foi uma de três camadas chamada de rede de múltiplas camadas alimentadas adiante com o algoritmo de treinamento LLSSI
IBICT - Instituto Brasileiro de Informação em Ciência e Tecnologia. Publicado em: 17/05/2011
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2. Previsão de demanda para sistema de abastecimento de água / Water demand prediction for water distribution system
The present work focuses the problem of water demand forecasting for real time operation of WSS. The study was conducted using hourly consumption data from water distribution system from the cities of São Carlos, Araraquara, SP, to identify the model that fits better. It were studied the artificial neural network Multilayer Perceptron (ANN MLP), the Dynamic
Publicado em: 2010
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3. SeleÃÃo de modelos de previsÃo baseada em informaÃÃes de desempenho
A time series is defined as a sequence of observations, which are ordered in time. There are several real problems that can be represented as time series, such as the monthly water consumption, registered during a month; or the values of a financial application, measured during a week. The use of time series forecasting can occur in several areas, as the fin
Publicado em: 2006