基于压电滞回模型的混合驱动三维椭圆振动辅助切割系统补偿控制策略

IF 1.3 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS
Mingming Lu, Yuyang Liu, Xifeng Fu, Jieqiong Lin, Jiakang Zhou, Yongsheng Du, Zhaopeng Hao
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引用次数: 0

摘要

三维椭圆振动辅助切削(3D-EVC)技术以其高效的加工特性在许多高精度技术领域得到了广泛的应用。然而,压电驱动在3D-EVC系统中产生的滞后和非线性会影响系统的控制精度。本文主要研究了系统的滞回和非线性,设计了基于广义Bouc-Wen滞回非线性模型的前馈-灰色预测模糊PID复合控制器来实现系统的滞回补偿。本文将输入电压和输出位移用数学关系来表示,3D-EVC系统的这种关系将用广义的Bouc-Wen模型来描述。在参数辨识过程中采用了改进的花卉授粉算法(IFPASO)。在传统前馈控制与模糊PID反馈控制相结合的基础上形成复合控制策略,补偿系统的滞后和非线性,并在反馈回路中引入改进的灰色预测模型。3D-EVC系统跟踪实验验证了所设计复合控制器的有效性。实验证明,采用复合控制器进行滞回补偿后,系统的滞回分量明显减小,系统具有较高的稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Compensation control strategy of hybrid driven three-dimensional elliptical vibration assisted cutting system based on piezoelectric hysteresis model
Three-dimensional elliptical vibration assisted cutting (3D-EVC) technology has been widely used in many high-precision technical fields due to its high-efficiency processing characteristics. However, the hysteresis and nonlinearity caused by the piezoelectric drive in the 3D-EVC system will impact the system control accuracy. This paper mainly studies the hysteresis and nonlinearity of the system, the feedforward-gray predicted fuzzy PID compound controller based on the generalized Bouc-Wen hysteresis nonlinear model and it is designed to realize the hysteresis compensation of the system. In this paper, input voltage and output displacement are represented by a mathematical relationship, and this relationship of the 3D-EVC system will be described by the generalized Bouc-Wen model. The improved flower pollination algorithm (IFPASO) is adopted in the identification process of parameters. A compound control strategy is formed based on traditional feed-forward control combined with fuzzy PID feedback control to compensate for hysteresis and nonlinearity, and an improved gray prediction model is introduced into the feedback loop. The 3D-EVC system tracking experiment verifies the effectiveness of the designed compound controller. Experiments have proved that the hysteresis component of the system is significantly reduced after the use of the compound controller for hysteresis compensation, and the system has a higher degree of stability.
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来源期刊
Measurement & Control
Measurement & Control 工程技术-仪器仪表
自引率
10.00%
发文量
164
审稿时长
>12 weeks
期刊介绍: Measurement and Control publishes peer-reviewed practical and technical research and news pieces from both the science and engineering industry and academia. Whilst focusing more broadly on topics of relevance for practitioners in instrumentation and control, the journal also includes updates on both product and business announcements and information on technical advances.
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