Effective optimization for fuzzy model predictive control.

Effective optimization for fuzzy model predictive control.

This paper addresses the optimization in fuzzy model predictive control. When the prediction model is a nonlinear fuzzy model, nonconvex, time-consuming optimization is necessary, with no guarantee of finding an optimal solution. A possible way around this problem is to linearize the fuzzy model at...

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Bibliografski detalji
Izdano u:IEEE Transactions on fuzzy systems 12, 5 (2004).
Glavni autor: Mollov, S.
Format: Članak
Jezik:English
Teme:
Fuzzy model predictive control.
High purity distillation column.
Linear predictive control.
Linearization error.
Nonlinear fuzzy model.
Optimal control.
Optimization.
pH control.
Prediction model.
Tank reactor.