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The previous Chapter 3 has demonstrated that the parameter values of the dynamic model are strongly dependent on the operating point of the alternator. Furthermore, a fault detection method has been presented based on investigating deviations in the values of model parameters due to the presence of faults. These deviations have some non-prominent patterns that are related to the type of fault causing them.

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Machine Learning-Based Fault Identification for Automotive Electric Machines

  • 章节

  • 发表日期：

    2026年

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  • Alia Salah

摘要

The previous Chapter 3 has demonstrated that the parameter values of the dynamic model are strongly dependent on the operating point of the alternator. Furthermore, a fault detection method has been presented based on investigating deviations in the values of model parameters due to the presence of faults. These deviations have some non-prominent patterns that are related to the type of fault causing them.