可折叠气囊驱动腕部康复机器人自抗扰超扭转积分滑模控制

IF 4.6 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Erhu Yang , Dongyun Zheng , Jun Zhao , Yiqing Cai , Bei Peng , Leiyu Zhang , Gang Li
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引用次数: 0

摘要

采用高速开关阀(hsv)作为核心控制元件,实现了可折叠气囊驱动腕部康复机器人的高精度角度跟踪控制,具有成本低、结构简单、响应快等特点。然而,hsv的死区非线性、气动系统的典型非线性、模型的不准确性和外部负载的干扰给实现精确的角度跟踪带来了巨大的挑战。为了解决这些问题,建立了一种自抗扰超扭转积分滑模控制(ADR-STISMC),并证明了其收敛性,该控制集成了自抗扰控制(ADRC)、基于积分滑动面的超扭转滑模控制器和死区逆函数。采用正弦波和最佳腕部运动曲线进行轨迹跟踪实验,选取5名被试进行验证实验。实验结果证明了所提控制算法的有效性,ADR-STISMC的RMSE和MAE分别仅为ADRC的三分之一。手腕康复装置的控制方案可以为其他类似的康复或自动化装置提供足够的技术指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Active disturbance rejection super-twisting integral sliding mode control of wrist rehabilitation robot driven by foldable air bag
Two high-speed switching valves (HSVs) were employed as the core control elements for high-precision angle tracking control in a wrist rehabilitation robot driven by foldable airbags, characterized by low cost, simple structure, and fast response. However, the dead-zone nonlinearity of the HSVs, typical nonlinearities of the pneumatic system, model inaccuracies, and external load disturbances pose significant challenges for achieving precise angle tracking. To address these challenges, an active disturbance rejection super-twisting integral sliding mode control (ADR-STISMC) was established and its convergence was proven, integrating active disturbance rejection control (ADRC), an integral sliding surface-based super-twisting sliding mode controller, and a dead-zone inverse function. A sine wave and an optimal wrist motion curve were employed in trajectory tracking experiments and five participants were enrolled in the verification experiments. The experimental results demonstrated the effectiveness of the proposed control algorithm where RMSE and MAE of ADR-STISMC were only one-third of those of ADRC respectively. The control scheme for the wrist rehabilitation device can provide sufficient technical guidance for other similar rehabilitation or automated devices.
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来源期刊
Control Engineering Practice
Control Engineering Practice 工程技术-工程:电子与电气
CiteScore
9.20
自引率
12.20%
发文量
183
审稿时长
44 days
期刊介绍: Control Engineering Practice strives to meet the needs of industrial practitioners and industrially related academics and researchers. It publishes papers which illustrate the direct application of control theory and its supporting tools in all possible areas of automation. As a result, the journal only contains papers which can be considered to have made significant contributions to the application of advanced control techniques. It is normally expected that practical results should be included, but where simulation only studies are available, it is necessary to demonstrate that the simulation model is representative of a genuine application. Strictly theoretical papers will find a more appropriate home in Control Engineering Practice''s sister publication, Automatica. It is also expected that papers are innovative with respect to the state of the art and are sufficiently detailed for a reader to be able to duplicate the main results of the paper (supplementary material, including datasets, tables, code and any relevant interactive material can be made available and downloaded from the website). The benefits of the presented methods must be made very clear and the new techniques must be compared and contrasted with results obtained using existing methods. Moreover, a thorough analysis of failures that may happen in the design process and implementation can also be part of the paper. The scope of Control Engineering Practice matches the activities of IFAC. Papers demonstrating the contribution of automation and control in improving the performance, quality, productivity, sustainability, resource and energy efficiency, and the manageability of systems and processes for the benefit of mankind and are relevant to industrial practitioners are most welcome.
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