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Study and Design of Diaphragm Pump Vibration Detection Fault Diagnosis System Based on FFT

机译:基于FFT的隔膜泵振动检测故障诊断系统的研究与设计。

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This study has proposed a fault diagnosis system based on vibration detection. The system mainly includes four modules: signal acquisition module, signal processing module, state identification module, fault diagnosis and alarm module. The system uses CMSS 2200 acceleration sensor to collect vibration signals, processing spectrum with FFT (Fast Fourier Transform) which is used effectively in current industry and finally achieve fault diagnosis and prediction for diaphragm pump. Through collection and analysis of the history signal data, set threshold value in the fault diagnosis system. According to the characteristics of different types, set the corresponding effective threshold value. The simulation results show that, the spectrum after FFT transformation processing, can really and effectively reflect equipment operating condition of the diaphragm. This system is not only simple and stable, but also can predict pump failure effectively, so that it reduces equipment downtime, plan maintenance time and unplanned maintenance time.
机译:本研究提出了一种基于振动检测的故障诊断系统。该系统主要包括四个模块:信号采集模块,信号处理模块,状态识别模块,故障诊断和报警模块。该系统使用CMSS 2200加速度传感器收集振动信号,并通过FFT(快速傅立叶变换)处理频谱,该频谱在当前行业中得到有效使用,最终实现隔膜泵的故障诊断和预测。通过收集和分析历史信号数据,在故障诊断系统中设置阈值。根据不同类型的特性,设置相应的有效阈值。仿真结果表明,经过FFT变换处理后的频谱能够真实,有效地反映膜片的设备运行状况。该系统不仅简单稳定,而且可以有效地预测泵的故障,从而减少设备停机时间,计划维护时间和计划外维护时间。

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