从基于改进的S-G波器的加速获得的采矿振动屏幕的位移
Linjing Xiao1, Hao Lu2, Fangping Yan3
1Department of Electrical and Information, Shandong University of Science and Technology, Jinan, 250031, Shandong, China.
这项研究提出了一种新的方法,通过转换加速信号来准确计算振动屏幕中的振动位移. 改进的萨维茨基-戈莱过器,优化了粒子群优化,有效地拒绝信号,可靠的故障诊断.
科学领域:
- 机械工程 机械工程
- 信号处理 信号处理
- 状态监控 状态监控
背景情况:
- 振动位移对于振动屏幕的故障诊断至关重要.
- 由于环境和设备干扰,加速度信号监测可能不可靠.
研究的目的:
- 开发一种准确的方法,将振动加速转换为位移信号.
- 为了提高振动屏幕故障诊断的可靠性.
主要方法:
- 改进的萨维茨基-戈莱 (S-G) 波器被用于信号处理.
- 粒子集群优化 (PSO) 优化了S-G过器的窗口长度.
- 级联 S-G 过器和光滑先前方法 (SPA) 用于消除和消除趋势.
- 频域集成处理了预处理的加速数据以获得位移.
主要成果:
- 提出的方法证明了过器参数选择的客观性得到了改善.
- 取得了显著的无色化效果,通过过器级联增强性能.
- 成功获得了精确的振动位移信号.
结论:
- 开发的方法为准确的振动位移测量提供了可靠的方法.
- 优化的过技术提高了振动屏幕故障诊断的有效性.
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