期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

基于混沌粒子群优化算法的三轴气浮台平台优化设计

Optimization Design for the Platform of Tri-axial Air-bearing Satellite Attitude Motion Simulator Based on Chaos Particle Swarm Algorithm
下载PDF
导出
摘要 将混沌搜索引入到粒子群优化方法中,并将改进的算法应用在三轴气浮台平台优化设计中。该算法既保持了粒子群算法结构简单、快速收敛的特点,又利用了混沌算法易于逃离局部极小值的特点。测试及应用结果表明该方法改善了算法的全局搜优性能,提高了算法的收敛速度和计算精度。 A particle swarm optimization （PSO） based on chaos searching was introduced to optimize the platform of tri-axial airbearing satellite attitude motion simulator. The improved PSO algorithm has the advantage of simplification for implement of original particle swarm optimization, and the advantage of fast convergence, easy to escape local minima for chaos optimization algorithm. The results of experiment show the proposed approach has better global search capability and fast convergence and high computation precision.
作者 李延斌 包钢 何广涛
机构地区 沈阳工业大学机械工程学院 哈尔滨工业大学SMC气动中心 辽河油田欢喜岭采油厂
出处 《机床与液压》 北大核心 2008年第5期28-30,67,共4页 Machine Tool & Hydraulics
基金 沈阳工业大学博士启动基金(521101302)
关键词 三轴气浮台 粒子群 混沌 优化 Tri-axial air-bearing simulator PSO algorithm Chaos Optimization
分类号 U666.1 [交通运输工程—船舶及航道工程]
  • 相关文献

参考文献10

  • 1王祖温,李延斌,包钢.3自由度气浮台力学性能研究——关于自重作用下不平衡力矩的分析[J].机械工程学报,2006,42(4):179-184. 被引量：11
  • 2李延斌,杨庆俊,王祖温.3自由度气浮台力学性能研究——自重作用对转动惯量矩阵及惯量主轴方向的影响[J].机械工程学报,2006,42(4):191-195. 被引量：9
  • 3J Kennedy, R C Eberhart. Particle swarm optimization [ C ]. Proc. of IEEE International Conference on Neural Networks, 1995 : 1942 - 1948.
  • 4J Kennedy, R C Eberhart. A new optimizer using particle swarm theory [ C ]. Proc. of the Sixth International Symposium on Micro Machine and Human Science, N agoy a, Japan, 1995 : 39 -43.
  • 5T Peram, K Veeramachaneni, C K Mohan. Fitness distance radio based particle swarm optimization [ C ]. Proc. of the I E EE Swarm Intelligence Symposium, Indianapolis, Indiana, USA, 2003: 174- 181.
  • 6S Baskar, P N Sugant han. A novel concurrent particle swarm optimization [ C ]. IEEE Congress on Evolutionary Computation, Portland, Oregon, USA, 21304:792 -796.
  • 7Y Shi, R Eberhart. Fuzzy adaptive particle swarm optimization [ C ]. In Proceedings of IEEE Conference on Evolutionary Computation, Seoul, Korea, IEEE service center, Piscataway, NJ, 2001: 101-106.
  • 8M Lovbjerg, T Rasmussen, T Krink. Hybrid particle swarm optimiser with breeding and subpopulations [ C ]. In Proceedings of the Third Genetic and Evolutionary Computation Conference, San Francisco, USA, Morgan Kaufmann Publishers, 2001, 469-476.
  • 9G Ciuprina, D Loan, I Munteanu. Use of intelligent-particle swarm optimization in electromagnetics [ J ]. IEEE Trans on Magnetics, 2002, 38 (2) : 1037 - 1040.
  • 10Y Shi, R Eberhart. A modified particle swarm optimizer [ C ]. In Proceedings of IEEE International Conference of Evolutionary Computation. Anchorage, Alaska, IEEE Press, Piscataway, NJ, 1998: 69-73.

二级参考文献15

  • 1JANA L S, MASON A P, CHRISTOPHER D H. Historical review of air-bearing spacecraft simulatrs[J]. Journal of Guidance, Control, and Dynamics, 2003, 26(4):513-522.
  • 2PRADO J, BISIACCHI G. Dynamic balancing for a satellite attitude control simulator[J]. Journal of the Mexican Society of Instrumentation, 1998(4): 76-81.
  • 3SHEN J, MCCLAMROCH N H, BLOCH A M. Local equilibrium controllability of the triaxial attitude control testbed[C]//Proceedings of the 41st IEEE Conference on Decision and Control, (Las Vegas, Nevada), 2002:528-533.
  • 4CHO S, SHEN J, Mc CLAMROCH N H, et al. Equations of motion for the triaxial attitude control testbed[C]//Proceedings of the Conference on Decision and Control,(Orlando, Florida), 2001:3 429-3 434.
  • 5CHO S, McCLAMROCH N H. Feedback control of triaxial attitude control testbed actuated by two proof mass devices[C]//Proceedings of the 41st IEEE Conference on Decision and Control, (Las Vegas, Nevada), 2002.498-503.
  • 6GREENWOOD D. Principles of Dynamics[M]. 2nd edition. Prentice-Hall, New Jersey, 1988.
  • 7PRADO J, BISIACCHI G. Dynamic balancing for a satellite attitude control simulator[J]. Journal of the Mexican Society of Instrumentation, 1998(4):76-81.
  • 8ALONZO K. Modem Inertial and Satellite Navigation Systems[M]. The Robotics Institute Carnegie Mellon University, 1994.
  • 9JANA L S, MASON A P, CHRISTOPHER D H. Historical review of air-beating spacecraft simulators[J]. Journal of Guidance, Control, and Dynamics, 2003, 26(4): 513-522.
  • 10SHEN J, MCCLAMROCH N H, BLOCH A M. Local equilibrium controllability of the triaxial attitude control testbed[C]//Proceedings of the 41st IEEE Conference on Decision and Control,(Las Vegas, Nevada), 2002: 528-533.

共引文献14

机床与液压
2008年 第5期

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部