Fuzzy precompensated PID controllers
نویسندگان
چکیده
AbstructWhile proportional integral derivative (PID) controllers are widely used in industrial applications, they exhibit poor performance when applied to systems containing unknown nonlinearities, such as deadzones, saturation, and hysteresis. In this paper, we propose a fuzzy logic-based precompensation approach for PID controllers. We demonstrate the performance of our scheme via experiments performed on a dc servomotor position control testbed under varying load conditions. Our results show that the fuzzy precompensated PID controllers have superior performance compared to conventional PID controllers. In addition, the proposed scheme is robust to variations in load. In our experimental testbed, the variations in loading conditions correspond to variations in the level of nonlinearities in the plant. Our scheme is easily implemented in practice simply by adding a fuzzy precompensator to an existing PID controller.
منابع مشابه
Design and experimental evaluation of a multivariable self-tuning PID controller - Control Theory and Applications, IEE Proceedings-
In the paper, a new multivariable self-tuning PID controller design scheme is proposed which has a static matrix precompensator to reduce the interaction terms of the process transfer function matrix adjusted by an online estimator. The p £ p precompensated multivariate system is then controlled via ‘p’ univariate self-tuning PID controllers whose parameters are adjusted by a second identifier ...
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ورودعنوان ژورنال:
- IEEE Trans. Contr. Sys. Techn.
دوره 2 شماره
صفحات -
تاریخ انتشار 1994