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基于改进遗传算法的非线性励磁系统参数辨识 被引量:10
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作者 赵书强 王磊 +2 位作者 马燕峰 张昕刚 周玮 《电力自动化设备》 EI CSCD 北大核心 2007年第7期1-4,共4页
将大变异遗传算法应用于非线性发电机励磁系统的参数辨识,利用其较强的全局寻优能力辨识出发电机励磁系统参数估计值。其原理为:当某一代中所有个体集中在一起时就以一个远大于通常变异概率的概率执行一次变异操作,随机、独立地产生许... 将大变异遗传算法应用于非线性发电机励磁系统的参数辨识,利用其较强的全局寻优能力辨识出发电机励磁系统参数估计值。其原理为:当某一代中所有个体集中在一起时就以一个远大于通常变异概率的概率执行一次变异操作,随机、独立地产生许多新的个体,使种群脱离早熟。比较每代中所有个体的最大适应度与平均适应度的接近程度,判断当代中所有个体的集中程度;对当代适应度最高的2个个体不进行大变异操作,以保证具有最大适应度的个体不被破坏掉。采用Matlab的Simulink模块建立仿真模型,算例试验结果表明,基于大变异遗传算法的励磁系统参数辨识方法速度快、精度高。 展开更多
关键词 非线性励磁系统 参数辨识 大变异遗传算法 全局搜索能力
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变负载下变速永磁同步发电机混沌控制研究
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作者 张维威 武交峰 简志雄 《机械制造与自动化》 2024年第6期229-233,共5页
永磁同步发电机在变负载的影响下容易出现控制阈值模糊行为,影响机电系统的稳定。设计一种变负载下变速永磁同步发电机混沌控制方法。通过简化定子电流、定子电压等参数,由机械能转化为电能这一动态过程,计算电机磁通量。利用磁通量建... 永磁同步发电机在变负载的影响下容易出现控制阈值模糊行为,影响机电系统的稳定。设计一种变负载下变速永磁同步发电机混沌控制方法。通过简化定子电流、定子电压等参数,由机械能转化为电能这一动态过程,计算电机磁通量。利用磁通量建立同步发电机实时状态的控制基波。根据混沌算法的映射范围,输出变负载下不同混沌行为的励磁控制律,实现变速永磁同步发电机的混沌控制。实验结果表明:所提方法在纯电阻负载和脉冲式负载下未出现电流及电压上升速率增高等现象,且控制后的发电机转子角与初始角吻合,具有良好的控制能力。 展开更多
关键词 变速永磁同步发电机 纯电阻负载 脉冲式负载 混沌控制 非线性励磁系统
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Super-harmonic resonance of gear transmission system under stick-slip vibration in high-speed train 被引量:4
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作者 HUANG Guan-hua XU Si-si +1 位作者 ZHANG Wei-hua YANG Cai-jin 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第3期726-735,共10页
This work deals with super-harmonic responses and the stabilities of a gear transmission system of a high-speed train under the stick-slip oscillation of the wheel-set.The dynamic model of the system is developed with... This work deals with super-harmonic responses and the stabilities of a gear transmission system of a high-speed train under the stick-slip oscillation of the wheel-set.The dynamic model of the system is developed with consideration on the factors including the time-varying system stiffness,the transmission error,the tooth backlash and the self-excited excitation of the wheel-set.The frequency-response equation of the system at super-harmonic resonance is obtained by the multiple scales method,and the stabilities of the system are analyzed using the perturbation theory.Complex nonlinear behaviors of the system including multi-valued solutions,jump phenomenon,hardening stiffness are found.The effects of the equivalent damping and the loads of the system under the stick-slip oscillation are analyzed.It shows that the change of the load can obviously influence the resonance frequency of the system and have little effect on the steady-state response amplitude of the system.The damping of the system has a negative effect,opposite to the load.The synthetic damping of the system composed of meshing damping and equivalent damping may be less than zero when the wheel-set has a large slippage,and the system loses its stability owing to the Hopf bifurcation.Analytical results are validated by numerical simulations. 展开更多
关键词 stick-slip vibration super-harmonic resonance Hopf bifurcation gear transmission system high-speed train
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Modified Lindstedt-Poincaré Method for Obtaining Resonance Periodic Solutions of Nonlinear Non-autonomous Oscillators
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作者 郭抗抗 曹树谦 《Transactions of Tianjin University》 EI CAS 2014年第1期66-71,共6页
A modified Lindstedt-Poincar&#233; (LP) method for obtaining the resonance periodic solutions of nonlinear non-autonomous vibration systems is proposed in this paper. In the modified method, nonlinear non-autonomou... A modified Lindstedt-Poincar&#233; (LP) method for obtaining the resonance periodic solutions of nonlinear non-autonomous vibration systems is proposed in this paper. In the modified method, nonlinear non-autonomous equa-tions are converted into a group of linear ordinary differential equations by introducing a set of simple transformations. An approximate resonance solution for the original equation can then be obtained. The periodic solutions of primary, super-harmonic, sub-harmonic, zero-frequency and combination resonances can be solved effectively using the modi-fied method. Some examples, such as damped cubic nonlinear systems under single and double frequency excitation, and damped quadratic nonlinear systems under double frequency excitation, are given to illustrate its convenience and effectiveness. Using the modified LP method, the first-order approximate solutions for each equation are obtained. By comparison, the modified method proposed in this paper produces the same results as the method of multiple scales. 展开更多
关键词 non-autonomous vibration system modified LP method resonant response steady-state periodic solution
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