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Assuming the probability distributions of the uncertainties to be known, we use polynomial chaos theory to propagate the uncertainty through the dynamics of a linear system in order to obtain explicit expressions of the mean and variance of the future states. These expressions can then be used to formulate an stochastic MPC problem with chance constraints. We formulate the described method as a tractable...
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