Thermo-Mechanical Modeling and Iterative Learning Control for Electrothermal Microgrippers with Integrated Compliant Rotary Joints

Nguyen, Dzung Tien and Ngo, Duc Minh (2025) Thermo-Mechanical Modeling and Iterative Learning Control for Electrothermal Microgrippers with Integrated Compliant Rotary Joints. International Journal of Robotics and Control Systems, 5 (5). pp. 2653-2668.

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Abstract

This study presents the modeling, control design, and simulation of a MEMS-based V-shaped electrothermal microgripper integrated with compliant rotary joints as a novel mechanical enhancement to achieve both displacement amplification and stress reduction. A comprehensive thermo–mechanical model was developed, including heat conduction, thermo-elastic deformation, and kinematic transmission; the modeling assumptions are explicitly stated (neglecting convection and radiation, assuming small angular deflections), yielding an amplification ratio of approximately 3.33. The main contributions include developing a tractable thermo-mechanical model, integrating compliant rotary joints, and evaluating PD/PID-ILC for high-precision trajectory tracking. Two iterative learning control (ILC) schemes, namely PD-ILC and PID-ILC, were implemented in MATLAB/Simulink for trajectory tracking of a trapezoidal reference signal with a peak jaw displacement of 40 µm. Simulation results show that both controllers achieve convergence within finite iterations, with PID-ILC exhibiting faster convergence and smaller tracking errors. The steady-state error was about 0.21 µm (0.52% of 40 µm), while the maximum post-convergence error was 1.73 µm (4.33%). The results highlight the advantages of iterative learning control, which can progressively reduce tracking errors over repeated tasks while maintaining a simple structure suitable for MEMS implementation. These findings confirm the effectiveness of the proposed control strategies in compensating for thermal delays and nonlinearities, enabling high-precision micromanipulation in biomedical handling, micro-assembly, and precision optics. Nevertheless, this paper acknowledges its limitations (lack of experimental validation and sensitivity to parameter variations) and outlines future research directions, including real-time implementation, robustness testing under disturbances, and the development of adaptive ILC variants.

Item Type: Article
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Depositing User: IJRCS ASCEE
Date Deposited: 30 Apr 2026 03:10
Last Modified: 30 Apr 2026 03:10
URI: https://alxiv.org/id/eprint/271

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