On Active Disturbance Rejection Control in Presence of Measurement Noise

被引:59
作者
Ahmad, Saif [1 ]
Ali, Ahmad [1 ]
机构
[1] Indian Inst Technol Patna, Dept Elect Engn, Bihta 801103, Bihar, India
关键词
Observers; Bandwidth; Noise measurement; Noise reduction; Estimation error; Gain measurement; Sensitivity; Active disturbance rejection control (ADRC); dc-dc converter; noise suppression; voltage control; HIGH-GAIN OBSERVERS;
D O I
10.1109/TIE.2021.3121754
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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 n + 1 of observer bandwidth, which complicates numerical implementation when system order (n) or observer bandwidth is large. To overcome these limitations, a low-power higher order ESO 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.
引用
收藏
页码:11600 / 11610
页数:11
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