基于参数辨识方法的无刷直流电机生产过程监控

F. Hillenbrand, M. Riedel
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引用次数: 0

摘要

在电机领域,电子换向永磁同步电机或无刷直流电机由于其优越的鲁棒性和效率,取代了传统的直流电机。这些电机的大规模生产线要求严格和彻底的质量控制,就每个输出产品的个别特性以及整个生产过程的趋势监测而言。涉及负载机的机械耦合的经典测试程序在处理努力和耗时的测试周期方面是昂贵的。本文描述了一种基于模型的替代方法。它避免了任何外部负载耦合,而是利用了未加载测试对象的固有惯性。通过适当的动态驱动方案,机器可以暴露在所有相关的负载情况下,这允许基于模型的估计一小组机器参数,充分表征试样。这有助于非常经济的质量控制程序,包括短的测试周期,100%的故障检测和生产过程监控与分析和质量统计。通过一系列无刷直流电机的测量验证了该方法的有效性,并对测量结果进行了精度和重复性分析。
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BLDC-motor production process surveillance based on parameter identification method
In the field of electric motors, electronically commutated PMSM or BLDC type machines due to their superior robustness and efficiency, supersede conventional DC motors. Mass production lines for these motors ask for tight and thorough quality control, in terms of individual characterization of every single output product as well as trend monitoring for the entire production process. Classical test procedures that involve the mechanical coupling of a load machine are expensive in terms of handling efforts and time-consuming test cycles. The paper describes an alternative model based approach. It avoids any external load coupling but instead exploits the inherent inertia of the unloaded test object. By adequate dynamic drive schemes, the machine can be exposed to all relevant load situations, which allow a model based estimation of a small set of machine parameters that fully characterize the specimen. This facilitates very economical quality control procedures that involve short test cycles, 100% fault detection and production process monitoring with analysis and quality statistics. The presented method is verified by a series of measurements with BLDC motors and the results are analyzed with respect to precision and reproducibility.
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