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On Active Disturbance Rejection Control in Presence of Measurement Noise

Authors :
Saif Ahmad
Ahmad Ali
Source :
IEEE Transactions on Industrial Electronics. 69:11600-11610
Publication Year :
2022
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2022.

Abstract

High-gain nature of extended state observer (ESO), which forms an integral part of active disturbance rejection control (ADRC) technique, results in the following limitations: (1) Sensitivity to high-frequency measurement noise which limits closed-loop performance in practical applications. (2) Escalation of observer gains up-to a power $\bm{n+1}$ of observer bandwidth, which complicates numerical implementation when system order $(\bm{n})$ or observer bandwidth is large. To overcome these limitations, a low-power higher-order ESO (LHESO) is proposed in the present work for practical application of ADRC scheme in noisy environment. Moreover, a recently proposed cascade ESO (CESO), designed for noise suppression, is analyzed in the frequency-domain to reveal an underlying similarity with higher-order ESO, which is not reported in literature. Presented analysis justifies the performance improvement obtained over conventional ESO and provides a guideline for selecting the number of cascade levels based on the expected nature of disturbance. Case study performed on a DC-DC boost converter illustrates the practical advantages of proposed scheme over CESO in terms of improved immunity to high-frequency measurement noise, precise regulation in presence of time-varying disturbance, low observer gains that facilitate numerical implementation and ease of tuning due to a single observer parameter.

Details

ISSN :
15579948 and 02780046
Volume :
69
Database :
OpenAIRE
Journal :
IEEE Transactions on Industrial Electronics
Accession number :
edsair.doi...........1718ce47321f65f7296b9f50ca4770bf