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Implementation of a fractional PD controller tuned by genetic algorithm for a Steward platform | IEEE Conference Publication | IEEE Xplore

Implementation of a fractional PD controller tuned by genetic algorithm for a Steward platform


Abstract:

Mechatronic systems are conventionally modeled by integer order state equations for simplicity. Based on these integer-order models, integer-order PID or other classical ...Show More

Abstract:

Mechatronic systems are conventionally modeled by integer order state equations for simplicity. Based on these integer-order models, integer-order PID or other classical model-based controllers are designed. However, often complex mechatronic systems require fractional-order state equations for a more adequate description. In this paper, a Steward platform (ball and plate system) with different balls is used to demonstrate this. A fractional-order PD controller is designed and tuned by a genetic algorithm based global optimizer to obtain the suitable parameter values in time domain. The experimental results show that the fractional-order PD controllers can provide better performances than conventional integer-order PD controllers.
Date of Conference: 23-26 June 2013
Date Added to IEEE Xplore: 23 September 2013
ISBN Information:
Conference Location: Istanbul, Turkey

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