ZHOU Jian-xin, YANG Wei-dong, LI Qing. Roller Eccentricity Self-optimization Control Based on Improved Lifting Wavelet Transform[J]. INFORMATION AND CONTROL, 2009, 38(5): 532-538.
Citation: ZHOU Jian-xin, YANG Wei-dong, LI Qing. Roller Eccentricity Self-optimization Control Based on Improved Lifting Wavelet Transform[J]. INFORMATION AND CONTROL, 2009, 38(5): 532-538.

Roller Eccentricity Self-optimization Control Based on Improved Lifting Wavelet Transform

More Information
  • Received Date: March 02, 2008
  • Published Date: October 19, 2009
  • In order to improve the performance of traditional wavelet transform, lifting wavelet transform is used to extract roller eccentricity signals and to make self-optimization control on line. An improved ant colony algorithm is used to optimize the wavelet threshold, and a self-optimization strategy is used to optimize the system parameters. The lifting wavelet transform does not depend on Fourier transform, so the calculation is simple and the operating speed is fast. The simulation results show that the proposed control strategy is effective and is adaptive to the outside interference, so it can make real-time and dynamic control on roller eccentricity signals.
  • [1]
    张延华,刘相华,王国栋.小波变换及其在轧辊偏心分析中的应用[J].钢铁研究,2005,33(1):11~,13.
    [2]
    孙延奎.小波分析及其应用[M].北京:机械工业出版社,2005.
    [3]
    Sweldens W.The lifting scheme:A construction of second generation wavelets[J].SIAM Journal on Mathematical Analysis,1997,29(2):511~546.
    [4]
    Ercelebi E.Second generation wavelet transform-based pitch period estimation and voiced/unvoiced decision for speech signals[J].Applied Acoustics,2003,64(1):25~41.
    [5]
    胡沁春,郭迪新,李宏民.自适应提升小波在局部放电信号去噪中的应用[J].自动化仪表,2006,27(1):55~58,61.
    [6]
    陈烨.用于连续函数优化的蚁群算法[J].四川大学学报(工程科学版),2004,36(6):117~120.
    [7]
    覃刚力,杨家本.自适应调整信息素的蚁群算法[J].信息与控制,2002,31(3):198~201,210.
    [8]
    张志民,张小娟,李明华,等.一种引入奖励与惩罚机制的蚁群算法[J].计算机仿真,2006,23(7):161~163.
    [9]
    林杰,孙淑霞,文武.基于粒子群优化算法的图像小波阈值去噪研究[J].计算机技术与发展,2007,17(4):204~207.
    [10]
    王为人,王正林,孙一康.多分辨小波控制器在轧辊偏心控制中的应用[J].北京科技大学学报,2005,27(6):728~731.
    [11]
    祝诗平,王学勤.小波消噪原理及在轧辊偏心补偿控制中的应用[J].农业机械学报,2000,31(4):99~102.
  • Related Articles

    [1]XIE Guo, DU Xulong, QIAN Fucai, PENG Caihua, ZHANG Yongyan, HEI Xinhong. One-dimensional Signal Denoizing Method Based on Segment Similarity[J]. INFORMATION AND CONTROL, 2018, 47(2): 206-213. DOI: 10.13976/j.cnki.xk.2018.0206
    [2]LAI Lianyou, JIN Fujiang, WU Haohan. Speech De-noising Method Using Quantum Stochastic Filter[J]. INFORMATION AND CONTROL, 2015, 44(5): 598-603. DOI: 10.13976/j.cnki.xk.2015.0598
    [3]LIU Shumin, XU Xujuan, HUANG Yingping. Anti-noise Snake Model and Application in Pedestrian Contour Extraction[J]. INFORMATION AND CONTROL, 2015, 44(5): 564-569,576. DOI: 10.13976/j.cnki.xk.2015.0564
    [4]LI Bing, LU Binfei, SU Dan, XING Zhiwei, ZHU Rui. A Parallel Machine Scheduling Algorithm for Aircraft De-Icing Service Resources[J]. INFORMATION AND CONTROL, 2012, 41(5): 644-649. DOI: 10.3724/SP.J.1219.2012.00644
    [5]TU Jiancheng, XI Xugang, LUO Zhizeng. A Translation-Invariant Wavelet Denoising Method Based on Improved Threshold[J]. INFORMATION AND CONTROL, 2011, 40(2): 150-154.
    [6]SHI Xudong, PEI Heyan, JING Tao, WANG Liwen. Aircraft Cable Fault Diagnosis Based on Time-Frequency Reflection[J]. INFORMATION AND CONTROL, 2010, 39(1): 77-81.
    [7]SHAO Gui-fang, LUO Lin-kai, ZHOU Qi-feng, CHEN Guang-lei. Highly Fluorescent Noise Reduction in DNA Microarray Images by Mathematical Morphology[J]. INFORMATION AND CONTROL, 2009, 38(3): 270-275.
    [8]XUE Jian, YU Sheng-lin. Lifting Wavelet-domain Signal De-noising Based on a New Threshold Function with Neighbor Dependency[J]. INFORMATION AND CONTROL, 2008, 37(6): 665-669.
    [9]LUO Xiao, CHEN Yao, SUN You-xian. NOISY SYSTEM IDENTIFICATION BASED ON WAVELET[J]. INFORMATION AND CONTROL, 2003, 32(5): 467-470,474.
    [10]DENG Zili, LIU Shujun. SINGLE CHANNL SELF-TUNING WHITE NOISE DECONVOLUTION SMOOTHER[J]. INFORMATION AND CONTROL, 1995, 24(3): 129-134.

Catalog

    Article views (1723) PDF downloads (156) Cited by()
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return