多結晶形状記憶合金ワイヤアクチュエータのヒステリシスに対する物理ベースハイブリッド動的モデル
A Physics-Based Hybrid Dynamical Model of Hysteresis in Polycrystalline Shape Memory Alloy Wire Transducers
形状記憶合金ワイヤの複雑なヒステリシスを、Muller-Achenbach-Seeleckeモデルをハイブリッド動的枠組みで再定式化し、精度と物理的解釈性を保ちつつ計算負荷を低減したモデルを提案し、実験で検証した。
著者: M. Mandolino, D. Scholtes, F. Ferrante, G. Rizzello
分類: eess.SY, cs.RO, cs.SY
原文アブストラクト
Shape Memory Alloys (SMAs) are a class of smart materials that exhibit a macroscopic contraction of up to 5% when heated via an electric current. This effect can be exploited for the development of novel unconventional actuators. Despite having many features such as compactness, lightweight, and high energy density, commercial SMA wires are characterized by a highly nonlinear behavior, which manifests itself as a load-, temperature-, and rate-dependent hysteresis exhibiting a complex shape and minor loops. Accurate modeling and compensation of such hysteresis are fundamental for the development of high-performance SMA applications. In this work, we propose a new dynamical model to describe the complex hysteresis of polycrystalline SMA wires. The approach is based on a reformulation of the Muller-Achenbach-Seelecke model for uniaxial SMA wires within a hybrid dynamical framework. In this way, we can significantly reduce the numerical complexity and computation time without losing accuracy and physical interpretability. After describing the model, an extensive experimental validation campaign is carried out on a 75 {\mu}m diameter SMA wire specimen. The new hybrid model will pave the development of hybrid controllers and observers for SMA actuators.