Evidence map›Paper›PMID 42796182›Full record

ArticleMicromachines2026

Phase Compensator Combined Feedback Control to Mitigate Dynamic Hysteresis in Piezoelectric Actuators.

Zhen Wang, Zekun Li, Hanqing Liu, Guanglu Hao, Bo Li, Kairui Cao

Abstract read
In one paragraph

Article in Micromachines, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Zhen WangThe 34th Research Institute of China Electronics Technology Group Corporation, Guilin 541004, China.
Zekun LiNational Key Laboratory of Laser Spatial Information, Harbin Institute of Technology, Harbin 150001, China.
Hanqing LiuNational Key Laboratory of Laser Spatial Information, Harbin Institute of Technology, Harbin 150001, China.
Guanglu HaoNational Key Laboratory of Laser Spatial Information, Harbin Institute of Technology, Harbin 150001, China.
Bo LiThe 34th Research Institute of China Electronics Technology Group Corporation, Guilin 541004, China.
Kairui CaoNational Key Laboratory of Laser Spatial Information, Harbin Institute of Technology, Harbin 150001, China.

Funding

National Key Research and Development Program 2022YFC2204203National Natural Science Foundation of China 61503096
6 · The paper itself

Abstract

The inherent dynamic hysteresis nonlinearity of piezoelectric actuators severely degrades the control accuracy of micropositioning systems. This paper proposes a composite control method based on a phase compensator and polynomial correction. Unlike conventional approaches that rely on hysteresis modeling and inversion, the proposed method equivalently treats the symmetric hysteresis of piezoelectric actuators as a phase-lag property of the system and employs a phase compensator to achieve feedforward compensation. For asymmetric hysteresis, a polynomial is cascaded with the phase compensator to correct the amplitude discrepancy between ascending and descending branches, effectively overcoming the inability of the phase compensator alone to accommodate asymmetric nonlinearity. This strategy circumvents the cumbersome procedures of precise hysteresis modeling and parameter identification, offering a simple structure, few parameters to be identified, and convenient engineering implementation within the investigated operating range. To further enhance disturbance-rejection capability and steady-state positioning accuracy, the phase-polynomial feedforward compensator is combined with PI feedback control, establishing a composite feedforward-feedback architecture for high-performance piezoelectric actuator control. Feedforward compensation and composite control experiments validate the effectiveness of the proposed method.

Indexed as

composite controldynamic hysteresisinverse hysteresis compensationphase compensatorpiezoelectric actuator

Identifiers

PMID42796182
PMCPMC13609445

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.