首页> 外文会议>International Conference on Measurement, Instrumentation and Automation >Application of a New Type of Composite Adaptive Controller in the Lithium Battery Charging System
【24h】

Application of a New Type of Composite Adaptive Controller in the Lithium Battery Charging System

机译:一种在锂电池充电系统中的一种新型复合式自适应控制器的应用

获取原文

摘要

In order to solve problem in lithium battery charging system about uncertainty and difficulty of setting of the parameters, a new method of compound controller of fuzzy + variable universe fuzzy-PID based on ant colony algorithm optimization is proposed. When the system fluctuates frequently, the fuzzy control enables the system to have the most superior dynamic performance; when the system enters the stable phase, variable universe adaptive fuzzy-PID control improves the accuracy of the system. Ant colony algorithm is applied to optimizing the values of PID parameter offline. The offline optimized values are used as the primary values for online adjusting and they can make the system more stable. The proposed compound control strategy is applied to the lithium battery charging system. The simulation result shows that the system has features of anti-disturbance and robustness.
机译:为了解决锂电池充电系统的问题关于参数的不确定性和难度,提出了一种基于蚁群算法优化的模糊+可变宇宙模糊PID复合控制器的新方法。当系统经常波动时,模糊控制使系统能够具有最优异的动态性能;当系统进入稳定阶段时,可变宇宙自适应模糊PID控制可提高系统的准确性。应用蚁群算法以优化PID参数离线的值。离线优化值用作在线调整的主要值,它们可以使系统更稳定。所提出的化合物控制策略应用于锂电池充电系统。仿真结果表明,该系统具有反干扰和鲁棒性的特征。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号