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三峡升船机齿条模型试验及状态监测方案研究

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三峡升船机采用齿轮齿条爬升式垂直升船机型式,其中齿条作为升船机船厢升降运行的传动设备,其设备安全可靠性对升船机的稳定运行至关重要,为其设置智能状态监测系统十分必要.通过小比例试验台,对齿轮有可能出现的缺陷与不良工况进行模拟试验,并采用基于同步压缩小波变换时频谱切片的分析方法及门控循环神经网络的故障诊断方法,进行齿条不良润滑、齿面点蚀与齿根裂纹故障信号的采集与识别.以试验结果为依据,提出了三峡升船机齿条状态监测和故障诊断方案,为三峡升船机齿条状态监测和故障诊断方案的现场实施奠定了良好基础.
Research on modeling,testing,and state monitoring of racks in the Three Gorges ship lift
The Three Gorges ship lift employs a vertical ship lift model using gears and racks,with the racks serving as the transmission component for the driving equipment of the ship lift during lifting operations.The safety and reliability of the equipment are crucial for the overall safety of the ship lift operation.Therefore,it is essential to establish an intelligent online state monitoring system for this purpose.This study constructs a small-scale test bench to simulate various defect conditions and utilizes the frequency spectrum slice analysis method based on synchronous compression wavelet transform and the fault diagnosis method of gated cyclic neural network to detect and identify issues such as poor lubrication,tooth surface pitting,and tooth root cracks in the racks.The experiments demonstrate the effectiveness of this diagnostic approach.Building upon these findings,an online condition monitoring scheme for the pinions and racks used in the Three Gorges ship lift is proposed,aiming to provide technical support for the intelligent management and maintenance of the lift.

pinion and rackstate monitoringsynchronous compression wavelet transformgated cyclic neural networkfault diagnosis

曹毅、王可、李伟雄、胡吉祥、石端伟

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中国长江三峡集团有限公司,湖北 武汉 430010

长江勘测规划设计研究有限责任公司,湖北 武汉 430010

武汉大学,动力与机械学院,湖北 武汉 430072

齿轮齿条 状态监测 同步压缩小波变换 门控循环神经网络 故障诊断

2024

水利水运工程学报
南京水利科学研究院 水利部交通运输部国家能源局

水利水运工程学报

CSTPCD北大核心
影响因子:0.756
ISSN:1009-640X
年,卷(期):2024.(1)
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