Design of batch inspection system for automotive gearbox bearings based on PLC

In order to improve the real-time property, controllability, and accuracy in automotive gearbox bearing vibration testing, a batch vibration detection system was designed and optimized. The overall structure and functions were determined, which can achieve multi-node vibration collection, vibration data processing and calculation, data transmission, and vibration status judgment functions. The PLC master station could be connected to the vibration detection equipment through a bus transmission protocol for on-site configuration. The isolation communication circuit of the bus transceiver module was designed to enhance the anti-interference ability of vibration signal transmission. By using reasonable signal processing techniques, the mechanical spectrum characteristics of rolling bearings can be effectively obtained, providing a basis for fault diagnosis. By preprocessing vibration data, mainly including zero-point correction and low-pass filtering, interference signals can be significantly removed, resulting in higher testing accuracy and reliability.

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Publication Details

Published
2025-04-25
DOI
https://doi.org/10.1117/12.3060742
Primary Topic
Industrial Automation and Control Systems
Type
article
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Design of batch inspection system for automotive gearbox bearings based on PLC

Leilei Zhao, Xiaoli Li, W.L. Mou, Haitao Hu
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Industrial Automation and Control Systems
article

Design of batch inspection system for automotive gearbox bearings based on PLC

Leilei Zhao, Xiaoli Li, W.L. Mou, Haitao Hu
article en

Abstract

In order to improve the real-time property, controllability, and accuracy in automotive gearbox bearing vibration testing, a batch vibration detection system was designed and optimized. The overall structure and functions were determined, which can achieve multi-node vibration collection, vibration data processing and calculation, data transmission, and vibration status judgment functions. The PLC master station could be connected to the vibration detection equipment through a bus transmission protocol for on-site configuration. The isolation communication circuit of the bus transceiver module was designed to enhance the anti-interference ability of vibration signal transmission. By using reasonable signal processing techniques, the mechanical spectrum characteristics of rolling bearings can be effectively obtained, providing a basis for fault diagnosis. By preprocessing vibration data, mainly including zero-point correction and low-pass filtering, interference signals can be significantly removed, resulting in higher testing accuracy and reliability.

Yantai Automobile Engineering Professional College (CN)
Affordable and clean energy
Openalex Percentile: Top 91%
Industrial Automation and Control Systems
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Design of batch inspection system for automotive gearbox bearings based on PLC — Leilei Zhao, Xiaoli Li, et al. · (2025) | TGRS Research Map | TGRS