留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

改进模糊PID控制在八磁极径向电磁轴承中的应用

姚迪 王建文 刘园

姚迪, 王建文, 刘园. 改进模糊PID控制在八磁极径向电磁轴承中的应用[J]. 机械科学与技术, 2015, 34(9): 1381-1387. doi: 10.13433/j.cnki.1003-8728.2015.0914
引用本文: 姚迪, 王建文, 刘园. 改进模糊PID控制在八磁极径向电磁轴承中的应用[J]. 机械科学与技术, 2015, 34(9): 1381-1387. doi: 10.13433/j.cnki.1003-8728.2015.0914
Yao Di, Wang Jianwen, Liu Yuan. Application of Radial Active Magnetic Bearing Based on Improved Fuzzy PID Controller[J]. Mechanical Science and Technology for Aerospace Engineering, 2015, 34(9): 1381-1387. doi: 10.13433/j.cnki.1003-8728.2015.0914
Citation: Yao Di, Wang Jianwen, Liu Yuan. Application of Radial Active Magnetic Bearing Based on Improved Fuzzy PID Controller[J]. Mechanical Science and Technology for Aerospace Engineering, 2015, 34(9): 1381-1387. doi: 10.13433/j.cnki.1003-8728.2015.0914

改进模糊PID控制在八磁极径向电磁轴承中的应用

doi: 10.13433/j.cnki.1003-8728.2015.0914
详细信息
    作者简介:

    姚迪(1989),硕士研究生,研究方向为机械设计与智能控制,worldyao@126.com

    通讯作者:

    王建文,副教授,博士,wangjianwen@ecust.edu.cn

Application of Radial Active Magnetic Bearing Based on Improved Fuzzy PID Controller

  • 摘要: 以具有解耦作用的八磁极径向AMB为研究对象,基于对象的离散模型设计了常规数字PID控制器使系统稳定。考虑到实际AMB系统具有一定的不确定性,且常规PID对于非线性、结构参数不确定、被控对象受外部影响较大的系统,其控制性能往往不够理想,设计了具有参数在线调整功能的模糊PID控制器。由于模糊PID的变量基本论域在实际的控制过程保持不变,一定程度上降低了控制的精度,为此进一步设计了基于比例缩放思想的改进模糊PID控制器。仿真结果表明:改进模糊PID控制相较于其他控制方法具有更好的控制性能。
  • [1] Barthod C, Lamarquand G. Degrees of freedom control of a magnetically levitated rotor[J]. IEEE Transactions on Magnetics, 1995,31(6):4202-4204
    [2] 苏义鑫,王娟,周祖德,等.主动磁轴承的Matlab仿真研究[J].武汉化工学院学报,2003,25(2):51-53 Su Y X, Wang J, Zhou Z D, et al. Study on active magnetic bearing based on Matlab[J]. Journal of Wuhan Institute of Chemical Technology, 2003,25(2):51-53 (in Chinese)
    [3] Polajzer B, Ritonja J, Stumberger G, et al. Decentralized PI/PD position control for active magnetic bearings[J]. Electrical Engineering, 2006,89(1):53-59
    [4] 吕冬明,徐春广,郝娟.磁悬浮系统模糊PID控制器设计[J].机床与液压,2009,37(2):83-85 Lü D M, Xu C G, Hao J. The fuzzy PID controller design of Magnetic levitation system[J]. Machine Tool & Hydraulics, 2009,37(2):83-85 (in Chinese)
    [5] 徐征.改进遗传算法在磁悬浮轴承控制中的应用[J].华东交通大学学报,2007,24(1):105-107 Xu Z. The application of magnetic levitating bearing control based on improved genetic algorithm[J]. Journal of East China Jiaotong University, 2007,24(1):105-107 (in Chinese)
    [6] Chen H C. Optimal fuzzy pid controller design of an active magnetic bearing system based on adaptive genetic algorithms[C]//Proceedings of the Seventh International Conference on Machine Learning and Cybernetics, Kunming, China, 2008:2054-2060
    [7] Xiu Z, Ren G. Optimization design of TS-PID fuzzy controllers based on genetic algorithms[C]//Proceedings of the Fifth World Congress on Intelligent Control and Automation, Hangzhou, China, 2004:2476-2480
    [8] Schuhmann T, Hofmann W, Werner R. Improving operational performance of active magnetic bearings using Kalman filter and state feedback control[J]. IEEE Transactions on Industrial Electronics, 2012,59(2):821-829
    [9] Schweitzer G, Maslen E H. Magnetic bearings: theory, design, and application to rotating machinery[M]. German: Springer, 2009
    [10] 胡业发,周祖德,江征风.磁力轴承的基础理论与应用[M].北京:机械工业出版社,2006 Hu Y F, Zhou Z D, Jiang Z F. The basic theory and application of magnetic bearing[M]. Beijing:China Machine Press, 2006 (in Chinese)
    [11] Hung J Y. Magnetic bearing control using fuzzy logic[J]. IEEE Transactions on Industry Applications, 1995,31(6):1492-1497
    [12] Copeland R P, Rattan K S. A fuzzy logic supervisor for PID control of unknown systems[C]//IEEE International Symposium on Intelligent Control, Ohio, USA, 1994:22-26
    [13] 党建武,赵庶旭,王阳萍.模糊控制技术[M].北京:中国铁道出版社,2007 Hung J Y. Magnetic bearing control using fuzzy logic[J]. IEEE Transactions on Industry Applications, 1995,31(6):1492-1497
    [14] 胡包钢,应浩.模糊PID控制技术研究发展回顾及其面临的若干重要问题[J].自动化学报, 2001,27(4):567-584 Hu B G, Ying H. Fuzzy PID control: technology research, development review and several important problems[J]. Acta Automatica Sinica, 2001,27(4):567-584 (in Chinese)
    [15] 李洪兴.变论域自适应模糊控制器[J].中国科学,1999,29(1):32-42 Li H X. Variable universe adaptive fuzzy controller[J]. Science China Press, 1999,29(1):10-20 (in Chinese)
    [16] 文生平,赵国平,蔡康雄.一种变论域模糊控制自适应算法[J].控制理论与应用,2009,26(3):265-268 Wen S P, Zhao G P, Cai K X. A fuzzy-control adaptive algorithm with variable domain[J]. Journal of Control Theory and Application, 2009,26(3):265-268 (in Chinese)
  • 加载中
计量
  • 文章访问数:  158
  • HTML全文浏览量:  22
  • PDF下载量:  7
  • 被引次数: 0
出版历程
  • 收稿日期:  2013-11-21
  • 刊出日期:  2015-09-05

目录

    /

    返回文章
    返回