Equipment failure detection through the analysis of data from induction motors

3-相位感应电动机是许多阿尔伯塔工业的关键部分，因为它们是使用电力来控制许多工业过程的重要的成本有效的工具，特别是在阿尔伯塔，因为石油和天然气、采矿和石化工业。通常，60-80%的工业电力由感应电动机消耗。因此，感应电机的高能量转换效率、可靠性和故障避免，通过降低能源费用、减少昂贵的维护程序和避免昂贵的工厂停机时间，显著提高了生产率。这些目标中的许多可以通过监测电机的电气性能、状态监测和在故障发生之前预测常见的故障来实现;后者允许在工业工厂方便时安排维护;预测性维护。

3-phase induction motors are a critical part of many Alberta industries as they are a vital cost effective tool for using electrical power to control many industrial processes, especially relevant in Alberta because of the oil and gas, mining and petro-chemical industries. Typically, 60-80% of industrial electrical power is consumed by induction motors. Hence, high energy conversion efficiency, reliability and failure avoidance of induction motors, significantly improves productivity by lowering energy bills, reducing expensive maintenance procedures and avoiding costly plant downtimes. Many of these goals can be achieved by monitoring the electrical performance of motors, condition monitoring, and predicting commonly occurring fault conditions before they happen; the latter allows for maintenance to be scheduled when it is convenient for the industrial plant; predictive maintenance.