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Repetitive control approach towards automatic tuning of Smith predictor controllers.
Kok Kiong Tan1, Kok Yong Chua, Shao Zhao
1Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore 117576, Singapore. eletankk@nus.edu.sg
This study introduces an automatic tuning method for Smith predictor controllers using Repetitive Control (RC). The approach uses relay feedback experiments to derive parameters for improved tracking performance in periodic systems.
Area of Science:
- Control Systems Engineering
- Automation and Process Control
Background:
- Smith predictor controllers are effective for systems with time delays.
- Automatic tuning methods are crucial for optimizing controller performance.
- Repetitive Control (RC) offers potential for precise tracking of periodic signals.
Purpose of the Study:
- To propose a novel method for automatic tuning of Smith predictor controllers.
- To leverage Repetitive Control (RC) for enhancing controller performance.
- To enable parameter computation from experimental data.
Main Methods:
- Utilizing a Repetitive Control (RC) approach for automatic tuning.
- Employing a relay feedback experiment to obtain periodic reference signals.
- Applying a nonlinear least squares algorithm for parameter estimation.
- Using experimental data for initial parameter vector estimation.
Main Results:
- Demonstrated tracking error convergence through a modified RC scheme.
- Successfully computed Smith predictor controller parameters from experimental signals.
- Validated the effectiveness of the proposed tuning method via simulations and experiments.
Conclusions:
- The proposed method provides an effective approach for automatic tuning of Smith predictor controllers.
- Repetitive Control (RC) combined with relay feedback experiments offers a robust tuning solution.
- The method is validated through both simulation and experimental results.
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