LAPSE:2023.25046
Published Article

LAPSE:2023.25046
Improved Active Disturbance Rejection Control (ADRC) with Extended State Filters
March 28, 2023
Abstract
To address time delay and noise problems in control systems, in this study, we integrated an extended state filter for signal filtering into an active disturbance rejection control (ADRC) system and derived an improved ADRC approach. In addition to the active anti-disturbance and active tracking estimation functions of the existing ADRC, the proposed approach also includes active filtering and active advance prediction functions, which can filter out the effect of measurement noise on system state observation while reducing the delay between the system control output and the detection of the sensor input. We verified through an evaluation in a simulation environment that the proposed approach may be expected to achieve improved control accuracy and increase the stability of closed-loop control systems.
To address time delay and noise problems in control systems, in this study, we integrated an extended state filter for signal filtering into an active disturbance rejection control (ADRC) system and derived an improved ADRC approach. In addition to the active anti-disturbance and active tracking estimation functions of the existing ADRC, the proposed approach also includes active filtering and active advance prediction functions, which can filter out the effect of measurement noise on system state observation while reducing the delay between the system control output and the detection of the sensor input. We verified through an evaluation in a simulation environment that the proposed approach may be expected to achieve improved control accuracy and increase the stability of closed-loop control systems.
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Keywords
ADRC, closed-loop control, extended state filter, predictive ADRC
Subject
Suggested Citation
Shi S, Zeng Z, Zhao C, Guo L, Chen P. Improved Active Disturbance Rejection Control (ADRC) with Extended State Filters. (2023). LAPSE:2023.25046
Author Affiliations
Shi S: School of Software, North University of China, Taiyuan 030051, China
Zeng Z: School of Mechanical Engineering, North University of China, Taiyuan 030051, China
Zhao C: College of Mechatronic Engineering, North University of China, Taiyuan 030051, China
Guo L: College of Mechatronic Engineering, North University of China, Taiyuan 030051, China
Chen P: College of Mechatronic Engineering, North University of China, Taiyuan 030051, China [ORCID]
Zeng Z: School of Mechanical Engineering, North University of China, Taiyuan 030051, China
Zhao C: College of Mechatronic Engineering, North University of China, Taiyuan 030051, China
Guo L: College of Mechatronic Engineering, North University of China, Taiyuan 030051, China
Chen P: College of Mechatronic Engineering, North University of China, Taiyuan 030051, China [ORCID]
Journal Name
Energies
Volume
15
Issue
16
First Page
5799
Year
2022
Publication Date
2022-08-10
ISSN
1996-1073
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Original Submission
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PII: en15165799, Publication Type: Journal Article
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LAPSE:2023.25046
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https://doi.org/10.3390/en15165799
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[v1] (Original Submission)
Mar 28, 2023
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Mar 28, 2023
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