Acta Optica Sinica, Volume. 40, Issue 11, 1122001(2020)

Application of Particle Swarm Annealing Optimization BVMD Method in Spatial Frequency Decomposition of Ultra-Precision Machined Surfaces

Weixiang Gao1,2, Xingzhan Li1、*, Hualin Zheng2, and Teng Hu2
Author Affiliations
  • 1Institute of Machinery Manufacturing Technology, China Academy of Engineering Physics, Mianyang, Sichuan 621900, China
  • 2College of Mechanical and Electrical Engineering, Southwest Petroleum University, Chengdu, Sichuan 610500, China
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    References(28)

    [1] Zhan L. Simulation and experimental study of KDP crystal surface topography formation in ultra-precision fly cutting machining[D]. Harbin: Harbin Institute of Technology(2015).

    [2] Liang Y C, Chen M J, Li M Q et al. -02-22[P]. the method to obtain the best machining parameters: CN101887171A .(2012).

    [3] Zhang Y G. Study on optical scattering characteristics of surface microstructure for optical elements Xi'an: Xi'an[D]. Technological University(2017).

    [5] Chen W Q, Sun Y Z. Influence of low-spatial frequency ripples in machined potassium dihydrogen phosphate crystal surfaces on wavefront errors based on the wavelet method[J]. Optical Engineering, 54, 024101(2015).

    [6] Chen D J, Fan J W, Li H Y et al. Relationship between waviness in ultra-precision machining and spindle unbalance[J]. Journal of Mechanical Engineering, 49, 191-198(2013).

    [7] Huang N E, Shen Z, Long S R et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis[J]. Proceedings of the Royal Society of London Series A: mathematical, Physical and Engineering Sciences, 454, 903-995(1998).

    [8] Bisu C F, Zapciu M, Cahuc O et al. Envelope dynamic analysis: a new approach for milling process monitoring[J]. The International Journal of Advanced Manufacturing Technology, 62, 471-486(2012).

    [9] Ren Z Y, Gao C H, Luo D H et al. Application of bidimensional empirical mode decomposition in error evaluation for engineering surface texture[J]. Optics and Precision Engineering, 25, 425-432(2017).

    [11] Cai K W, Cao W P, Liu Z et al. Application of the variational mode decomposition for power quality analysis[J]. Electric Power Components and Systems, 47, 43-54(2019).

    [12] Yang K, Wang G F, Dong Y et al. Early chatter identification based on an optimized variational mode decomposition[J]. Mechanical Systems and Signal Processing, 115, 238-254(2019).

    [13] Ishibashi R, Suzuki T, Kudo H et al. Image boundary extension with mean values for cosine-sine modulated filter banks. [C]//2015 15th International Symposium on Communications and Information Technologies (ISCIT), October 7-9, 2015, Nara, Japan. New York: IEEE, 69-72(2015).

    [14] Guo S J, Mei S L, Li L[J]. Texture continuation of remote sensing image of farmland based on shannon-cosine wavelet Journal of agricultural machinery, 2017, 142-146.

    [15] Zhang P, Zhang Z H, Han S L. Window function correction conjugate Fourier transform spectral reconstruction[J]. Acta Optica Sinica, 32, s107001(2012).

    [16] Guo D L, Zhang T J, Dai X H. Restraining method of frequency spectrum leakage of sampled signals based on signal extension[J]. Chinese Journal of Scientific Instrument, 31, 536-540(2010).

    [17] Hao R J, Li F. A new method to suppress the EMD endpoint effect[J]. Journal of Vibration,Measurement & Diagnosis, 38, 341-345(2018).

    [18] He J, Liu Y. Research on window function selection in phase estimation of digital signal[C]//2017 International Conference on Frontiers of Manufacturing Science and Measuring Technology, February 28,2017, Taiyuan,, 130, 1162-1165(2017).

    [19] Li Z H, Li H B, Zhang Z et al. An online calibration method for electronic voltage transformers based on IEC 61850-9-2[J]. Mapan, 29, 97-105(2014).

    [20] Bian J. Fault diagnosis of bearing combining parameter optimized variational mode decomposition based on genetic algorithm with 1.5-dimensional spectrum[J]. Journal of Propulsion Technology, 38, 1618-1624(2017).

    [21] Dragomiretskiy K, Zosso D. Two-dimensional variational mode decomposition[M]. //Tai X C , Bae E, Chan T F, et al. Energy minimization methods in computer vision and pattern recognition. Lecture Notes in Computer Science. Cham: Springer, 8932, 197-208(2015).

    [22] Lü Z, Tang B P, Zhou Y et al. A novel method for mechanical fault diagnosis based on variational mode decomposition and multikernel support vector machine[J]. Shock and Vibration, 2016, 1-11(2016).

    [23] Guo Y F, Zhang Z S, Cao J B et al. An optimized variational mode decomposition for extracting weak feature of viscoelastic sandwich cylindrical structures[J]. Measurement Science and Technology, 29, 035006(2018).

    [24] Li R X, Magbool Jan N, Huang B et al. Constrained multimodal ensemble Kalman filter based on Kullback-Leibler (KL) divergence[J]. Journal of Process Control, 79, 16-28(2019).

    [25] Eberhart R C, Kennedy J. A new optimizer using particle swarm theory. [C]// MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science, Mar 13-16,1995, Nagoya, Japan. New York: IEEE, 39-43(1995).

    [26] Wang D S, Tan D P, Liu L. Particle swarm optimization algorithm: an overview[J]. Soft Computing, 22, 387-408(2018).

    [27] Zhao X R, Zhou Y R, Xiang Y. A grouping particle swarm optimizer[J]. Applied Intelligence, 49, 2862-2873(2019).

    [28] Kirkpatrick S, Gelatt C D, Vecchi M P. Optimization by simulated annealing[J]. Science, 220, 671-680(1983).

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    Weixiang Gao, Xingzhan Li, Hualin Zheng, Teng Hu. Application of Particle Swarm Annealing Optimization BVMD Method in Spatial Frequency Decomposition of Ultra-Precision Machined Surfaces[J]. Acta Optica Sinica, 2020, 40(11): 1122001

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    Paper Information

    Category: Optical Design and Fabrication

    Received: Jan. 2, 2020

    Accepted: Mar. 10, 2020

    Published Online: Jun. 10, 2020

    The Author Email: Li Xingzhan (li_xingzhan@126.com)

    DOI:10.3788/AOS202040.1122001

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