基于模糊反转的磁悬浮系统的自适应控制
Marcin Jastrzębski1, Jacek Kabziński2
1Institute of Automatic Control, Lodz University of Technology, 18 Stefanowskiego St, Lodz, 90-537, Poland. marcin.jastrzebski@p.lodz.pl.
Scientific reports
|October 22, 2024
概括
一个新的适应性跟踪控制器用于磁悬浮系统 (MLS) 提供精确的位置控制. 这种基于模糊逻辑的系统确保稳定性和准确性,即使是未知的系统参数.
科学领域:
- 控制系统工程 控制系统工程
- 机器人技术 机器人技术 机器人技术
- 机械电子学是什么意思 机械电子学
背景情况:
- 磁悬浮系统 (MLS) 由于固有的非线性和参数不确定性,在精确的位置控制方面存在挑战.
- 现有的控制策略往往难以在动态环境中实现高精度和稳定性.
研究的目的:
- 开发一种用于磁悬浮系统的新型自适应追踪控制器.
- 为了确保精确的追踪所需的位置信号,尽管未知系统参数.
- 通过理论分析和实验实施来验证控制器的稳定性和性能.
主要方法:
- 一个专门的自适应控制方案,利用电磁加速的模糊模型进行精确的模糊反转.
- 利亚普诺夫稳定性分析,以证明错误轨迹的统一终极边界性 (UUB).
- 在数字信号处理 (DSP) 板上进行数值模拟和实时实现,控制磁悬浮球系统.
主要成果:
- 拟议的控制器证明了对离散和未知的磁悬浮系统参数的强大性能.
- 实现了高跟踪精度,使所需位置信号流.
- 控制器被证明是很容易实现和简单的调整,通过实验结果验证.
结论:
- 新型自适应型基于模糊的跟踪控制器有效地解决了磁悬浮系统的挑战.
- 开发的控制技术为磁悬浮应用提供了强大,准确和实用的解决方案.
- 成功的实验验证证证实了控制器的可靠性和易用性.
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