The electrodynamic shaker is widely used in the field of vibration testing, and it is essentially an electromechanical coupling transducer system. Under conditions of low frequency and large displacement, the stiffness of suspensions and the magnetic field generated by the exciting current exhibit significant nonlinear variation with the displacement of the moving coil. These nonlinear factors cause severe harmonic distortion during low or ultra-low frequency vibration testing, making shakers difficult to control. To precisely control the moving coil at low frequencies, model-based feedforward control is used to accurately compensate the drive current. Therefore, a lumped parameter model considering the nonlinear stiffness and force coefficient of the shaker is established, and the mechanisms underlying the nonlinear phenomena when the shaker is working are analyzed. Then, based on the model, the dynamic equations of the shaker are established, and the changes in the state variables and the feedforward controlling current are computed. Finally, the motion of the moving coil with feedforward control is compared with the objective. The numerical examples show that the adjusted driving current can significantly reduce the gap between the motion state of the moving coil and the tracking objective at low frequency, effectively suppressing the harmonic distortion. The feedforward control method proposed in this paper can greatly improve the accuracy of the shaker and expand its frequency range of the shaker in low-frequency testing. This provides a new approach for the control design of electrodynamic shakers.
Key words
Electrodynamic shaker /
Nonlinear coupling /
Feedforward control /
Harmonic distortion
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References
[1] 杜环宇. 大型振动试验系统导轨滑台的结构设计与特性研究[D]. 上海:上海交通大学,2022.
[2] 杜环宇,李鸿光,孟光等. 超大型电磁振动试验设备水平滑台的建模分析与结构优化[J]. 振动与冲击. 2021, 40(24): 305-312.
Du Huan-yu, Li Hong-guang, Meng Guang, et al. Modelling and optimization of the slip table in large electrodynamic vibration equipment [J]. Journal of vibration and shock. 2021, 40(24): 305-312.
[3] 孟繁莹. 大型电动振动台动力学分析与数值模拟研究[D]. 北京:北京工业大学,2013.
[4] 刘营. 参数化子结构降阶建模方法及在电磁振动台动圈设计中的应用[D]. 上海:上海交通大学,2020.
[5] Pelat A, Gautier F, Conlon S C, et al. The acoustic black hole: A review of theory and applications [J]. Journal of sound and vibration. 2020, 476: 115316.
[6] Tao JJ, Mercan O. A study on a benchmark control problem for real-time hybrid simulation with a tracking error-based adaptive compensator combined with a supplementary proportional-integral-derivative controller [J]. Mechanical Systems and Signal Processing. 2019, 134: 106346.
[7] 左曙光,潘健,吴旭东,等. 抑制低频横向振动的电动振动台参数优化[J]. 振动与冲击,2022, 41(9): 159-166.
Zuo Shu-guang, Pan Jian, Wu Xu-dong, et al. Parameter optimization of electric vibration table to suppress low frequency transverse vibration [J]. Journal of vibration and shock. 2022, 41(9): 159-166.
[8] Xu Y, Hua HX, Han JW. Modeling and controller design of a shaking table in an active structural control system [J]. Mechanical Systems and Signal Processing. 2008, 8(22): 1917-1923.
[9] Xu GS, Wang Z, Bao YT, et al. Shaking Table Substructure Testing Based on Three-Variable Control Method with Velocity Positive Feedback [J]. Applied Sciences. 2020, 10(16): 5414.
[10] Rana K P S. Fuzzy control of an electrodynamic shaker for automotive and aerospace vibration testing [J]. Expert Systems with Applications. 2011, 38: 11335–11346.
[11] 安欣,高峰,杨巧玉,等. 基于前馈补偿的振动台粒子群迭代学习控制算法[J]. 振动与冲击. 2022, 41(1): 213-220.
An Xin, Gao Feng, Yang Qiao-yu, et al. PSO iterative learning control algorithm for shaking table based on feedforward compensation [J]. Journal of vibration and shock. 2022, 41(1): 213-220.
[12] 左曙光,黄荣奎,冯朝阳,等. 考虑非线性电磁分布力的虚拟电动振动系统建模[J]. 振动与冲击. 2019, 38(2): 152-158.
Zuo Shu-guang, Huang Rong-kui, Feng Chao-yang, et al. Construction of a virtual electric vibration system considering the nonlinearity of electronmagnetic force [J]. Journal of vibration and shock. 2019, 38(2): 152-158.
[13] Tomlinson G R. Force distortion in resonance testing of structures with electro-dynamic vibration exciters [J]. Journal of sound and vibration. 1979, 63(3): 337-350.
[14] 胡天恩,张旭飞,兰媛. 簧片式电磁振动台波形失真特性分析[J]. 振动与冲击. 2021, 40(21): 179-184.
Hu Tian-en, Zhang Xu-fei, Lan yuan. Analysis of waveform distortion characteristics of reed type electromagnetic vibrator [J]. Journal of vibration and shock. 2021, 40(21): 179-184.
[15] Knudsen M H, Jensen J G, Low-frequency loudspeaker models that include suspension creep [J]. Audio Eng. 1993, 41: 3-18.
[16] Saraswat A, Tiwari N. Modeling and study of nonlinear effects in electrodynamic shakers [J]. Mechanical Systems and Signal Processing. 2017, 85: 162-176.
[17] Lu JT, Xie HB, Liang H, et al. Variable-parameter feedforward control for centrifuge shaking table based on nonlinear frequency characteristic model [J]. Mechanical Systems and Signal Processing. 2021, 162: 108011.
[18] Shen G, Zhu ZC, Zhang L, et al. Adaptive feed-forward compensation for hybrid control with acceleration time waveform replication on electro-hydraulic shaking table [J]. Control engineering practice. 2013, 21(8): 1128-1142.
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Footnotes
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