高频响应下音圈电机复杂迟滞特性建模与验证

党选举;王占军;杨大磊

振动与冲击 ›› 2012, Vol. 31 ›› Issue (9) : 107-112.

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PDF(2101 KB)
振动与冲击 ›› 2012, Vol. 31 ›› Issue (9) : 107-112.
论文

高频响应下音圈电机复杂迟滞特性建模与验证

  • 党选举,王占军,杨大磊

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Modeling and verification of complex hysteresis for voice coil motor under high frequency response

  • DANG Xuan-ju,WANG Zhan-jun,YANG Da-lei
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摘要

为了实现音圈电机(Voice Coil Motor,VCM)在高频、高速、高加速情况下的精确定位控制,针对引起音圈电机产生振动、系统不稳定等问题的特殊复杂迟滞特性,建立了其复杂迟滞模型。改进了C-S迟滞模型,提出了C-S神经网络混合动态复杂迟滞模型;用音圈电机的两组实测数据验证了模型的有效性。实验结果为:音圈电机工作在低频、低速、低加速时(10Hz)表现出一般的迟滞特性,这时建模的最大误差为4.8μm,是最大输出值的0.48%,表明该方法能够有效的补偿音圈电机一般的迟滞特性;音圈电机工作在高频、高速、高加速时(40Hz)表现出特殊的复杂迟滞特性,其建模的最大误差为6μm,是最大输出值的0.97%。说明该方法能够满足复杂迟滞特性建模的要求。

Abstract

In order to achieve the purpose of precise positioning control of voice coil motor(VCM)under high frequency response, a precise hysteresis model has been established on complex hysteresis behavior for voice coil motor,which lead to motor vibration and system instability. The C-S hysteresis model has been improved. The C-S hybrid neural network hysteresis model is proposed. Two groups of measured data of a voice coil motor are used to verify the effectiveness of the model. There are two experimental results, one is that, for the situation of general hysteresis for VCM when it working in low frequency, low speed and low acceleration(10Hz), the maximum error of the modeling is 4.8μm, about 0.48% of output value, indicating that the method can effectively compensate the simple hysteresis of voice coil motor; and the other is that, for the situation of complex hysteresis for VCM when it working in high frequency, high speed and high acceleration(40Hz), the maximum error of modeling is 6μm, about 0.97% of output value, indicating that the method can meet the requirements of a modeling with complex hysteresis.

关键词

音圈电机 / 复杂迟滞 / 神经网络 / C-S模型 / 非单调

Key words

voice coil motor / complex hysteresis / neural network / C-S model / non-monotonic function

引用本文

导出引用
党选举;王占军;杨大磊. 高频响应下音圈电机复杂迟滞特性建模与验证 [J]. 振动与冲击, 2012, 31(9): 107-112
DANG Xuan-ju;WANG Zhan-jun;YANG Da-lei. Modeling and verification of complex hysteresis for voice coil motor under high frequency response[J]. Journal of Vibration and Shock, 2012, 31(9): 107-112

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