2007Zhendong yu chongjiRequires access

STUDY ON DESIGN METHOD OF RESONANT DEMODULATION APPARATUS FOR ROLLING ELEMENTS BEARING FAULT DIAGNOSIS

Tingfeng Ming

Open publisher page 0 citations

Abstract

Owing to that the parameters of the current resonant demodulation apparatus commonly used in fault diagnosis for rolling bearings are usually fixed, its application is somewhat limited. In the paper, the characteristics of the rolling bearing vibration signals are analyzed. By using the relationship between the faults and the kurtosis of the rolling bearing vibration signals, a new method to design the resonant demodulation apparatus is proposed based on genetic algorithm which is very popular in stochastic optimal problems. The feasibility and effectiveness of the method proposed are demonstrated by experiments.

About this research paper

What this paper is about

Owing to that the parameters of the current resonant demodulation apparatus commonly used in fault diagnosis for rolling bearings are usually fixed, its application is somewhat limited. In the paper, the characteristics of the rolling bearing vibration signals are analyzed. By using the relationship between the faults and the kurtosis of the rolling bearing vibration signals, a new method to design the resonant demodulation apparatus is proposed based on genetic algorithm which is very popular in stochastic optimal problems. The feasibility and effectiveness of the method proposed are demonstrated by experiments.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Owing to that the parameters of the current resonant demodulation apparatus commonly used in fault diagnosis for rolling bearings are usually fixed, its application is somewhat limited. In the paper, the characteristics of the rolling bearing vibration signals are analyzed. By using the relationship between the faults and the kurtosis of the rolling bearing vibration signals, a new method to design the resonant demodulation apparatus is proposed based on genetic algorithm which is very popular in stochastic optimal problems. The feasibility and effectiveness of the method proposed are demonstrated by experiments.

Key concepts: Demodulation, Kurtosis, Bearing (navigation), Fault (geology), Vibration, Genetic algorithm, Engineering, Control theory (sociology)

Related papers

Back to paper searchBrowse research topicsOriginal source
STUDY ON DESIGN METHOD OF RESONANT DEMODULATION APPARATUS FOR ROLLING ELEMENTS BEARING FAULT DIAGNOSIS — Research Paper | ScholarLens