A fxlms filtering method for narrowband active vibration systems

A vibration system and active technology, applied in general control systems, control/regulation systems, instruments, etc., can solve problems such as unstable secondary channel modeling effects, achieve good vibration suppression effects, reduce residual errors, and high confidence The effect of the noise ratio

Active Publication Date: 2022-05-10
NORTHWESTERN POLYTECHNICAL UNIV
View PDF6 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In order to avoid the deficiencies of the prior art, the present invention proposes a FxLMS filtering method for narrow-band active vibration systems, and for narrow-band active vibration systems in the classic FXLMS algorithm based on secondary channel online identification of white noise secondary channel modeling In the case of unstable effect, an active vibration suppression method based on the online identification of the secondary channel of the variable power sweep signal is proposed

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • A fxlms filtering method for narrowband active vibration systems
  • A fxlms filtering method for narrowband active vibration systems
  • A fxlms filtering method for narrowband active vibration systems

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0044] Now in conjunction with embodiment, accompanying drawing, the present invention will be further described:

[0045] The specific technical solution of the present invention is: the responses of most physical systems are very complex and contain many modes. The system synthesizes the reference signal through the frequency of the sensor measurement system for different modes, so the power of the identification signal for the secondary channel of the narrow-band active vibration suppression system needs to be concentrated in the required power band, and at the same time, it has a low peak factor to ensure its relatively low frequency. High signal-to-noise ratio. The filter design of the main controller adopts the FxLMS algorithm, and the secondary channel modeling part adopts the LMS filter to update the parameters of the secondary channel model. The signal at the input end of the controller is a frequency sweep signal with variable power to continuously identify the secon...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention relates to a FxLMS filtering method for a narrow-band active vibration system. A non-acoustic sensor is used to obtain a vibration signal d(n) at the input end of the system, and a reference signal x(n) is generated according to the vibration signal d(n). The identification adopts variable power frequency sweep signal. After filtering the reference signal x(n), combined with the residual signal e(n), it is used to iteratively calculate the weight value of the FXLMS algorithm to obtain the vibration suppression signal y(n). The vibration suppression signal y(n) is obtained by n) is superimposed on the secondary channel input signal v(n) and subtracted from the low-frequency harmonic vibration signal d(n) to suppress vibration. Compared with the white noise commonly used by the classic FXLMS algorithm, the swept frequency signal with concentrated energy distribution can obtain high-quality measurement results in the frequency range of the narrow-band active vibration suppression system. Reduce the residual error of the entire narrowband active vibration suppression system. The advantage of this method is that for a narrow-band active vibration suppression system, a relatively stable secondary channel modeling value can be obtained in the synthesized frequency range, which reduces the system residual error and achieves a better vibration suppression effect.

Description

technical field [0001] The invention belongs to the technical field of vibration control, and relates to an FxLMS filtering method for a narrow-band active vibration system, in particular to an active suppression method that ensures the stability of secondary channel modeling in a narrow-band active vibration system and achieves better vibration suppression effects. vibration method. Background technique [0002] In engineering practice, the vibration and noise generated by many mechanical products and equipment are caused by rotating machinery, such as rotors, engines, compressors, turbines and pumps. The vibration generated by these mechanical devices is usually a periodic signal, which has a large number of narrow-band components on the basis of its fundamental frequency and harmonics, and its characteristic is that the noise power is mainly concentrated on one or several specific powers in the spectrum. . Active control systems are more effective in suppressing narrow-...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Patents(China)
IPC IPC(8): G05B13/04
CPCG05B13/042
Inventor 唐炜曹雯
Owner NORTHWESTERN POLYTECHNICAL UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products