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Generalized-Extended-State-Observer and Equivalent-Input-Disturbance Methods for Active Disturbance Rejection: Deep Observation and Comparison

Jinhua She, Kou Miyamoto, Qing‐Long Han, Min Wu, Hiroshi Hashimoto, Qing‐Guo Wang

2022IEEE/CAA Journal of Automatica Sinica69 citationsDOI

Abstract

Active disturbance-rejection methods are effective in estimating and rejecting disturbances in both transient and steady-state responses. This paper presents a deep observation on and a comparison between two of those methods: the generalized extended-state observer (GESO) and the equivalent input disturbance (EID) from assumptions, system configurations, stability conditions, system design, disturbance-rejection performance, and extensibility. A time-domain index is introduced to assess the disturbance-rejection performance. A detailed observation of disturbance-suppression mechanisms reveals the superiority of the EID approach over the GESO method. A comparison between these two methods shows that assumptions on disturbances are more practical and the adjustment of disturbance-rejection performance is easier for the EID approach than for the GESO method.

Topics & Concepts

Disturbance (geology)Control theory (sociology)Stability (learning theory)Computer scienceTransient (computer programming)Active disturbance rejection controlState observerControl (management)Artificial intelligencePhysicsNonlinear systemOperating systemMachine learningQuantum mechanicsPaleontologyBiologyAdaptive Control of Nonlinear SystemsFault Detection and Control SystemsPower System Optimization and Stability
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