| 摘要 |
Cautious Model Predictive Control controllers and methods for stochastically handling output limits used in the optimization of control systems are disclosed. An illustrative method can include the steps of providing one or more modeled parameters and process variables to a predictor for predicting future expectations and variances along a control horizon, stochastically determining the probability of a constraint violation, optimizing a control function of the control system to produce an optimized solution, and offsetting the optimized solution based at least in part on the probability of a constraint violation.
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