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Showing 1 to 3 of 3 for “"Polynomial Chaos Theory"”.
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Fast stochastic model predictive control under parametric uncertainties
… fast stochastic input-output formulations of MPC Polynomial Chaos Theory is used to incorporate probability distributions of uncertainties into process models This approach avoids the need for sampling and makes on-line model evaluations possible Fast stochastic MPC algorithms are presented that …
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Efficient Identification and Control Methods For Nonlinear Systems Under Uncertainty
… Nonlinear Model Predictive Control (NMPC), and Polynomial Chaos Theory (PCT).</p> <p>When implementing control on real multivariable chemical or petrochemical processes such as distillation or separation operations, it is essential to ensure that the process remains within established safety …
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Deterministic and Stochastic Semi-Empirical Transient Tire Models
… and propagated through the tire models using a polynomial chaos theory with a collocation approach. To illustrate the capabilities of the tire models developed, both deterministic and stochastic tire models are simulated for various scenarios and maneuvers. Numerically simulated results are …