Structural rotor rub-impact diagnosis under intricate noise interferences based on targeted component extraction and stochastic resonance enhancement

随机共振 控制理论(社会学) 组分(热力学) 定子 噪音(视频) 转子(电动) 加速度 信号(编程语言) 希尔伯特-黄变换 断层(地质) 瞬时相位 信号处理 振动 声学 计算机科学 物理 电子工程 人工智能 工程类 滤波器(信号处理) 机械工程 计算机视觉 图像(数学) 热力学 控制(管理) 经典力学 数字信号处理 地震学 程序设计语言 地质学
作者
Yaochun Hou,Huan Wang,Yuxuan Wang,Peng Wu,Wenjun Huang,Dazhuan Wu
出处
期刊:Structural Health Monitoring-an International Journal [SAGE]
被引量:3
标识
DOI:10.1177/14759217241231897
摘要

Rub-impact is a common nonlinear fault of the rotor system, occurring in rotating machines with radial clearance between the rotor and the stator, which may lead to serious consequences. Since the vibration response of rotor rub-impact is shown as multicomponent with time-varying characteristics of undulatory instantaneous frequency, it is desired to exploit advanced signal processing methods for rub-related feature excavation and failure diagnosis under complex noise interferences, which is of crucial significance to ensure the stable and efficient operation of the whole unit. This paper concerns the processing of acceleration signals and proposes a novel intrawave frequency modulation detection approach for structural rotor rubbing diagnosis based upon targeted component extraction and stochastic resonance enhancement. First, the acquired vibratory acceleration signal is converted into displacement signal via a two-stage integration strategy. Next, to extract the rotating frequency component of high information clarity for further time–frequency analysis from the multicomponent signal, an especially designed improved variational mode decomposition method based on the modified target frequency index is put forward, and the instantaneous frequency of the objective component is estimated. Then, the optimum stochastic resonance is leveraged for intrawave frequency modulation enhancement. Finally, the rotor rub-related symptom can be distinctly revealed and the diagnostic procedure can be performed. The effectiveness and superiority of the proposed rotor rub-impact diagnosis approach are demonstrated through both simulations and experiments, indicating that it is suitable to be implemented in practical applications, with high noise-resistance ability, and can efficiently extract the potential characteristics of rotor rub-impact malfunction from multicomponent signals.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
dove完成签到 ,获得积分10
2秒前
2秒前
杨森omg发布了新的文献求助10
2秒前
3秒前
3秒前
5秒前
情怀应助飞翔的月亮采纳,获得20
5秒前
6秒前
7秒前
666发布了新的文献求助10
7秒前
吃的发布了新的文献求助10
7秒前
量子星尘发布了新的文献求助10
8秒前
懵懂的弱完成签到,获得积分10
9秒前
xiaoyeliu完成签到,获得积分10
9秒前
10秒前
迷人的天抒完成签到 ,获得积分10
11秒前
SciGPT应助lanruoqi采纳,获得10
11秒前
11秒前
丘比特应助威武从霜采纳,获得10
11秒前
科目三应助迅速笑寒采纳,获得10
12秒前
12秒前
yaya完成签到 ,获得积分10
13秒前
休眠火山完成签到,获得积分10
13秒前
15秒前
豆腐干地方完成签到,获得积分10
16秒前
17秒前
wml应助KKWeng采纳,获得10
17秒前
17秒前
郭桑发布了新的文献求助10
18秒前
传奇3应助wml采纳,获得10
20秒前
深情安青应助傲娇小废柴采纳,获得10
20秒前
22秒前
wjj119完成签到,获得积分10
22秒前
23秒前
簌落发布了新的文献求助10
24秒前
24秒前
打打应助Yiran采纳,获得10
24秒前
24秒前
PL发布了新的文献求助50
25秒前
wml应助风间琉璃采纳,获得10
25秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Encyclopedia of Quaternary Science Reference Third edition 6000
Encyclopedia of Forensic and Legal Medicine Third Edition 5000
Introduction to strong mixing conditions volume 1-3 5000
Aerospace Engineering Education During the First Century of Flight 3000
Electron Energy Loss Spectroscopy 1500
Tip-in balloon grenadoplasty for uncrossable chronic total occlusions 1000
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5790962
求助须知:如何正确求助?哪些是违规求助? 5731878
关于积分的说明 15478835
捐赠科研通 4918505
什么是DOI,文献DOI怎么找? 2647688
邀请新用户注册赠送积分活动 1595221
关于科研通互助平台的介绍 1549813