关于用于水下粉碎作业的活性振动隔离装置控制器的研究
Lijun Wang1, Hui Wei2, Shitong Jiang2
1School of Mechanical Engineering, North China University of Water Resources and Electric Power, Zhengzhou, 450045, China. wljmb@163.com.
Scientific reports
|February 11, 2025
概括
这项研究引入了一种新的模糊模型预测控制 (MPC) 策略,用于主动振动隔离. 的MPC系统有效地减轻了水下粉碎设备的低频振动,优于被动方法.
科学领域:
- 机械工程 机械工程
- 控制系统 控制系统
- 海洋工程 海洋工程
背景情况:
- 被动振动隔离与水下粉碎设备的有效低频隔离作斗争.
- 现有的主动控制方法在处理有限振动模式方面往往存在局限性.
研究的目的:
- 提出一种复合的自适应控制策略,将模型预测控制 (MPC) 和模糊控制相结合,用于主动振动隔离.
- 为水下粉碎设备设计和验证基于Fuzzy-MPC的活性振动隔离系统.
主要方法:
- 开发了用于水下粉碎物体的振动隔离装置的数学模型.
- 离散了用于数字模拟的活跃振动隔离模型.
- 通过整合模糊控制逻辑,优化了MPC控制器设计.
主要成果:
- 使用Simulink进行的模拟证明了拟议的Fuzzy-MPC策略的有效性.
- 与被动隔离和其他主动控制技术相比,Fuzzy-MPC系统的性能优越,特别是在非平滑刺激方面.
- 为增强振动隔离设计的Fuzzy-MPC控制器的验证.
结论:
- 结合Fuzzy和MPC的复合适应控制策略,在主动振动隔离方面提供了显著的改进.
- 模糊-MPC方法为减轻水下应用中复杂的振动挑战提供了强大的解决方案.
- 开发的系统有效地解决了传统被动和主动振动控制方法的局限性.
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