快速无传感器碰撞检测用于资源有限的pmsm控制器,使用基于FFRLS的方法.
Duo Zhao1, Thai Ren2, Ganke Huang2
1School of Integrated Circuits Science and Engineering, Southwest Jiaotong University, Chengdu, 610000, China. zhaoduo@swjtu.edu.cn.
Scientific reports
|March 10, 2026
概括
本研究介绍了一种快速,低复杂度的永久磁铁同步电机 (PMSM) 无传感器碰撞检测方法. 它使用专门的估计器来监测负载扭矩变化,使嵌入式系统能够快速可靠地检测碰撞.
科学领域:
- 电气工程 电气工程
- 控制系统 控制系统
- 机器人技术 机器人技术 机器人技术
背景情况:
- 碰撞检测对于保护机械和确保自动化系统安全至关重要.
- 现有的方法通常需要复杂的计算或外部传感器,限制它们在资源有限的环境中使用.
- 永磁同步电机 (PMSM) 在工业应用中广泛使用,需要高效的碰撞检测解决方案.
研究的目的:
- 开发一个低复杂度,快速,无传感器的碰撞检测算法,用于PMSMs.
- 在具有有限计算资源的嵌入式控制器中实现可靠的碰撞检测.
- 为了在各种操作条件下快速检测碰撞.
主要方法:
- 使用忘记因子递归最小方程 (FFRLS) 估计器,从电机运动方程中估计负载扭矩.
- 监测处理的负载-扭矩指标的突然变化,用于碰撞事件的识别.
- 设计算法以避免高阶矩阵运算和外部传感器集成.
主要成果:
- 提出的方法证明了快速和可重复的碰撞检测性能.
- 实验验证证在恒定速度,加速和时间变化的负载条件下证实了有效性.
- 该算法在计算成本和检测可靠性之间实现了实际平衡.
结论:
- 基于FFRLS的无传感器碰撞检测方法为PMSM提供了有效的解决方案.
- 这种方法非常适合资源有限的嵌入式电机驱动器.
- 这种技术提高了使用PMSM的自动化系统的安全性和稳定性.
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