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Published on: November 24, 2021
Predictive active disturbance rejection control for processes with time delay.
1Center for Advanced Control Technologies, Department of Electrical and Computer Engineering, Cleveland State University, Cleveland, OH 44115, United States.
This study enhances Active Disturbance Rejection Control (ADRC) for systems with significant transport delays. A modified extended state observer (ESO) improves transient response and stability, outperforming existing methods in simulations and tests.
Area of Science:
- Control Engineering
- Systems Science
Background:
- Active Disturbance Rejection Control (ADRC) effectively manages system uncertainties and disturbances.
- Standard ADRC methods face limitations with systems exhibiting large transport delays.
Purpose of the Study:
- To address the limitations of ADRC in systems with significant transport delays.
- To enhance transient response and stability characteristics of ADRC for delayed systems.
Main Methods:
- Modification of the extended state observer (ESO) within ADRC to create a predictive ADRC.
- Utilizing approximate knowledge of plant delay and model for the proposed method.
Main Results:
- The predictive ADRC demonstrates significant improvements in transient response and stability.
- Comparative analysis shows superior performance and robustness over existing methods like dead-time compensators and Filtered Smith Predictors.
- Validation through extensive simulations, hardware-in-the-loop tests, and frequency response analysis.
Conclusions:
- The proposed predictive ADRC offers a robust solution for controlling systems with large transport delays.
- This approach provides substantial performance gains compared to conventional control strategies for challenging industrial applications such as chemical reactors and boilers.
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