Design of multi-channel data acquisition system based on FPGA in rotating environment

In order to meet the real-time and high-precision multi-channel acquisition requirements of a large rotating machinery equipment in the monitoring process, this paper proposes a design scheme of multi-channel vibration signal acquisition and detection system based on FPGA. The system adopts the mast...

Full description

Bibliographic Details
Main Authors: Yi Zhiqiang, Han Bin, Xian Long, Li Wei
Format: Article
Language:zho
Published: National Computer System Engineering Research Institute of China 2019-09-01
Series:Dianzi Jishu Yingyong
Subjects:
Online Access:http://www.chinaaet.com/article/3000108445
_version_ 1818924579831152640
author Yi Zhiqiang
Han Bin
Xian Long
Li Wei
author_facet Yi Zhiqiang
Han Bin
Xian Long
Li Wei
author_sort Yi Zhiqiang
collection DOAJ
description In order to meet the real-time and high-precision multi-channel acquisition requirements of a large rotating machinery equipment in the monitoring process, this paper proposes a design scheme of multi-channel vibration signal acquisition and detection system based on FPGA. The system adopts the master/slave FPGA architecture and realizes the 128-channel parallel real-time data acquisition function with a sampling frequency of 100 kHz in the strong noise environment. Then, by designing a random resonance signal detection system with adjustable parameters, the signal-to-noise ratio of the signal is improved and the accuracy of the system detection in the rotating environment is enhanced. The test shows that the system has good real-time performance, stability and effectiveness.
first_indexed 2024-12-20T02:27:35Z
format Article
id doaj.art-1c86da4be4994603a763a624cd1fd699
institution Directory Open Access Journal
issn 0258-7998
language zho
last_indexed 2024-12-20T02:27:35Z
publishDate 2019-09-01
publisher National Computer System Engineering Research Institute of China
record_format Article
series Dianzi Jishu Yingyong
spelling doaj.art-1c86da4be4994603a763a624cd1fd6992022-12-21T19:56:39ZzhoNational Computer System Engineering Research Institute of ChinaDianzi Jishu Yingyong0258-79982019-09-01459606410.16157/j.issn.0258-7998.1905773000108445Design of multi-channel data acquisition system based on FPGA in rotating environmentYi Zhiqiang0Han Bin1Xian Long2Li Wei3School of Information Engineering,Southwest University of Science and Technology,Mianyang 621010,ChinaSchool of Information Engineering,Southwest University of Science and Technology,Mianyang 621010,ChinaSchool of Information Engineering,Southwest University of Science and Technology,Mianyang 621010,ChinaSchool of Information Engineering,Southwest University of Science and Technology,Mianyang 621010,ChinaIn order to meet the real-time and high-precision multi-channel acquisition requirements of a large rotating machinery equipment in the monitoring process, this paper proposes a design scheme of multi-channel vibration signal acquisition and detection system based on FPGA. The system adopts the master/slave FPGA architecture and realizes the 128-channel parallel real-time data acquisition function with a sampling frequency of 100 kHz in the strong noise environment. Then, by designing a random resonance signal detection system with adjustable parameters, the signal-to-noise ratio of the signal is improved and the accuracy of the system detection in the rotating environment is enhanced. The test shows that the system has good real-time performance, stability and effectiveness.http://www.chinaaet.com/article/3000108445fpgarotating machinerydata acquisitionmulti-channelstochastic resonance
spellingShingle Yi Zhiqiang
Han Bin
Xian Long
Li Wei
Design of multi-channel data acquisition system based on FPGA in rotating environment
Dianzi Jishu Yingyong
fpga
rotating machinery
data acquisition
multi-channel
stochastic resonance
title Design of multi-channel data acquisition system based on FPGA in rotating environment
title_full Design of multi-channel data acquisition system based on FPGA in rotating environment
title_fullStr Design of multi-channel data acquisition system based on FPGA in rotating environment
title_full_unstemmed Design of multi-channel data acquisition system based on FPGA in rotating environment
title_short Design of multi-channel data acquisition system based on FPGA in rotating environment
title_sort design of multi channel data acquisition system based on fpga in rotating environment
topic fpga
rotating machinery
data acquisition
multi-channel
stochastic resonance
url http://www.chinaaet.com/article/3000108445
work_keys_str_mv AT yizhiqiang designofmultichanneldataacquisitionsystembasedonfpgainrotatingenvironment
AT hanbin designofmultichanneldataacquisitionsystembasedonfpgainrotatingenvironment
AT xianlong designofmultichanneldataacquisitionsystembasedonfpgainrotatingenvironment
AT liwei designofmultichanneldataacquisitionsystembasedonfpgainrotatingenvironment