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GEARBOX SYSTEMS DYNAMIC MODELLING FOR DIAGNOSTIC FAULT DETECTION

机译:齿轮箱系统诊断故障检测动态建模

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The paper deals with mathematical modelling and computer simulation of a gearbox driving system with a double stage gearbox. Mathematical modelling and computer simulations are used for supporting diagnostic inference. Vibration is thought of as a signal of gear condition. It is stressed that vibration generated by gears is influenced by many factors. These factors are divided into four groups: design, production technology, operational, condition change. The condition change of a gearbox is given by gear faults that are divided into single faults such as a tooth crack or breakage or distributed faults as pitting, scuffing, and erosion. The faults are modelled in the case of a crack as a change of tooth stiffness in the case of distributed faults they are given multi-parameter functions. Simulated signals undergo signal analysis by spectrum, cepstrum, time-frequency spectrogram. It has been shown by computer simulation that single and distributed faults are identified by cepstrum. For explicit fault identification time-frequency spectrogram has to be additionally used. The computer simulation results are confirmed by analysis of measured vibration signals received from a gearbox wall/housing. The aim of mathematical modelling and computer simulation, besides finding the relationship between gear condition and vibration signal is in the future to give vibration signals for neural network training.
机译:本文涉及具有双级变速箱的变速箱驱动系统的数学建模和计算机模拟。数学建模和计算机模拟用于支持诊断推断。振动被认为是齿轮状况的信号。强调,齿轮产生的振动受到许多因素的影响。这些因素分为四组:设计,生产技术,运作,条件变化。齿轮箱的条件变化由齿轮断层赋予,分为单个故障,例如齿裂或破损或分布式缺陷,如蚀,扫描和腐蚀。在分布式故障的情况下,在分布式故障的情况下,在裂缝的情况下模拟故障在分布式故障的情况下。模拟信号通过频谱,克谱,时频谱图进行信号分析。计算机模拟已显示单个和分布式故障通过剖谱识别。对于显式故障识别时频谱图必须另外使用。通过分析从齿轮箱壁/壳体接收的测量振动信号来确认计算机模拟结果。未来,数学建模和计算机仿真的目的是为了找到齿轮状况和振动信号之间的关系,以提供用于神经网络训练的振动信号。

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