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Sistema para detecção e diagnóstico de falhas em motores elétricos de indução utilizando lógica fuzzy

机译:基于模糊逻辑的异步电动机故障检测与诊断系统

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摘要

Induction motors are one of the most important equipment of modern industry. However, in many situations, are subject to inadequate conditions as high temperatures and pressures, load variations and constant vibrations, for example. Such conditions, leaving them more susceptible to failures, either external or internal in nature, unwanted in the industrial process. In this context, predictive maintenance plays an important role, where the detection and diagnosis of faults in a timely manner enables the increase of time of the engine and the possibiity of reducing costs, caused mainly by stopping the production and corrective maintenance the motor itself. In this juncture, this work proposes the design of a system that is able to detect and diagnose faults in induction motors, from the collection of electrical line voltage and current, and also the measurement of engine speed. This information will use as input to a fuzzy inference system based on rules that find and classify a failure from the variation of thess quantities
机译:感应电动机是现代工业中最重要的设备之一。然而,在许多情况下,例如高温和高压,负载变化和恒定振动等条件都不足。这样的条件使它们更容易遭受工业过程中不必要的外部或内部故障。在这种情况下,预测性维护起着重要的作用,在这种情况下,及时检测和诊断故障可以增加发动机的时间,并有可能降低成本,这主要是由停止生产和对电动机本身进行校正性维护引起的。在这一关头,这项工作提出了一种系统的设计,该系统能够通过收集电线电压和电流以及测量发动机转速来检测和诊断感应电动机中的故障。该信息将用作基于规则的模糊推理系统的输入,这些规则可根据这些数量的变化查找并分类故障

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