Asymmetric Reset Control for Shape Memory Alloy Actuators
DOI:
https://doi.org/10.17979/ja-cea.2026.47.13727Keywords:
Smart Structures, Stability of hybrid systems , Motion Control SystemsAbstract
Shape-memory alloy (SMA) actuators are an alternative to conventional motors in robotics due to their high force-to-weight ratio, compact size, and silent operation. However, their thermal operating principle poses control challenges. Activation can be controlled by electrical heating, but recovery depends on passive cooling. This generates asymmetric behavior that limits the operating frequency and degrades tracking in repetitive motions. Current approaches mainly address nonlinearities such as hysteresis and parametric uncertainty, while errors accumulated during recovery have received less attention.
This work proposes an asymmetric reset control strategy to mitigate the integral accumulation associated with the thermal recovery of SMAs. Partial reset actions are introduced on the integral term of a PID. The closed-loop dynamics are derived using a phenomenological model and analyzed via Lyapunov criteria. Experimental validation demonstrates improved tracking during heating and reduced cumulative control demand, while maintaining comparable overall performance.
References
Al Janaideh, M., Al Saaideh, M., Tan, X., April 2023. The prandtl-ishlinskii hysteresis model: Fundamentals of the model and its inverse compensator [lecture notes]. IEEE Control Systems 43 (2), 66–84. URL: https://doi.org/10.1109/MCS.2023.3234381 DOI: 10.1109/mcs.2023.3234381
Banos, A., Barreiro, A., 2012. Reset Control Systems. Springer London. URL: https://doi.org/10.1007/978-1-4471-2250-0 DOI: 10.1007/978-1-4471-2250-0
Copaci, D.-S., Blanco, D., Martin-Clemente, A., Moreno, L., January 2020. Flexible shape memory alloy actuators for soft robotics: Modelling and control. International Journal of Advanced Robotic Systems 17 (1). URL: https://doi.org/10.1177/1729881419886747 DOI: 10.1177/1729881419886747
Costanza, G., Tata, M. E., April 2020. Shape memory alloys for aerospace, recent developments, and new applications: A short review. Materials 13 (8), 1856. URL: https://doi.org/10.3390/ma13081856 DOI: 10.3390/ma13081856
Jadhav, M. R., Singh, S., John, P., Bhargaw, H. N., Rajak, D. K., March 2025. Advancements and recent trends in shape memory alloy actuators: position control and emerging applications. International Journal of Dynamics and Control 13 (3). URL: https://doi.org/10.1007/s40435-025-01615-8 DOI: 10.1007/s40435-025-01615-8
Karbasizadeh, N., HosseinNia, S. H., September 2022. Continuous reset element: Transient and steady-state analysis for precision motion systems. Control Engineering Practice 126, 105232. URL: https://doi.org/10.1016/j.conengprac.2022.105232 DOI: 10.1016/j.conengprac.2022.105232
Mandolino, M. A., Scholtes, D., Ferrante, F., Rizzello, G., October 2023. A physics-based hybrid dynamical model of hysteresis in polycrystalline shape memory alloy wire transducers. IEEE/ASME Transactions on Mechatronics 28 (5), 2529–2540. URL: https://doi.org/10.1109/TMECH.2023.3253250 DOI: 10.1109/tmech.2023.3253250
MouserElectronics, 2026. Nse-5310-assu ams osram — mouser spain. https://www.mouser.es/ProductDetail/ams-OSRAM/NSE-5310-ASSU?qs=jMXWnm70%252BC%252B0DhXBWRQPUA%3D%3D, accessed: 21 January 2026.
NexmetalCorp, 2026. Nitinol linear actuator (2 way) shape memory alloy wire – nexmetal corporation. https://nexmetal.com/products/nitinol-linear-actuator?variant=39514873987114, accessed: 25 May 2026.
Patterson, Z. J., Sabelhaus, A. P., Majidi, C., April 2022. Robust control of a multi-axis shape memory alloy-driven soft manipulator. IEEE Robotics and Automation Letters 7 (2), 2210–2217. URL: https://doi.org/10.1109/LRA.2022.3143256 DOI: 10.1109/lra.2022.3143256
Shi, E., Zhong, X., Wang, T., Li, X., Bu, C., Zhao, X., January 2024. Adaptive control for shape memory alloy actuated systems with applications to human-robot interaction. Frontiers in Neuroscience 18. URL: https://doi.org/10.3389/fnins.2024.1337580 DOI: 10.3389/fnins.2024.1337580
Utter, B., October 2019. Enhancing the actuation frequency of shape memory alloy wire by vibration-enhanced cooling. Journal of Intelligent Material Systems and Structures 30 (20), 3177–3189. URL: https://doi.org/10.1177/1045389X19880015 DOI: 10.1177/1045389x19880015
Zhang, X., HosseinNia, S. H., November 2025. Enhancing reset control pase with lead shaping filters: Applications to precision motion systems. Control Engineering Practice 164, 106482. URL: https://doi.org/10.1016/j.conengprac.2025.106482 DOI: 10.1016/j.conengprac.2025.106482
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Copyright (c) 2026 Carmen Ballester, Víctor Muñoz, Dorin Copaci, Luis Moreno, Dolores Blanco

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