Fuzzy neural networks for tuning PID controller for plants with underdamped responses.

Fuzzy neural networks for tuning PID controller for plants with underdamped responses.

In this paper, the fuzzy neural network (FNN) for tuning proportional-integral-derivative (PID) controller for plants with underdamped step responses is proposed. The underdamped systems are modeled by second-order-plus-dead-time transfer functions. For deriving the FNN, the dominant pole assignment...

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Pubblicato in:IEEE Transactions on fuzzy systems 9, 2 (2001).
Autore principale: Jing-Chung Shen
Natura: Articolo
Lingua:English
Soggetti:
FNN.
PID controller tuning.
Dominant pole assignment method.
Fuzzy neural network.
Robustness.
Second-order-plus-dead-time transfer functions.
Underdamped response plants.