Exploració per tema "disturbance forecasting"
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Stochastic model predictive control based on Gaussian processes applied to drinking water networks
(2016-05-16)
Article
Accés obertThis study focuses on developing a stochastic model predictive control (MPC) strategy based on Gaussian processes (GPs) for propagating system disturbances in a receding horizon way. Using a probabilistic system representation, ... -
Water demand forecasting for the optimal operation of large-scale drinking water networks: the Barcelona case study
(International Federation of Automatic Control (IFAC), 2014)
Text en actes de congrés
Accés obertDrinking Water Networks (DWN) are large-scale multiple-input multiple-output systems with uncertain disturbances (such as the water demand from the consumers) and involve components of linear, non-linear and switching ...