Machine learningRobust Control
Active Disturbance Rejection Control
Active Disturbance Rejection Control (ADRC) is a control method that estimates and cancels disturbances and model uncertainties in real-time using an extended state observer (ESO), treating them as additional 'disturbance states'. Developed by Han and popularized by Gao, ADRC achieves remarkable robustness without requiring precise plant models, making it practical for real-world systems with significant uncertainty and disturbances.
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Sources
- Han, J. (2009). From PID to active disturbance rejection control. IEEE Transactions on Industrial Electronics, 56(3), 900-906. DOI: 10.1109/TIE.2008.2011621 ↗
- Gao, Z. (2006). Active disturbance rejection control: a paradigm shift in feedback control system design. Proceedings of the 2006 American Control Conference, 2652-2661. DOI: 10.1109/ACC.2006.1656578 ↗