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Current Distribution Based Power Module Screening by New Normal/Abnormal Classification Method with Image Processing

机译:基于正态分布和异常分布的图像处理基于电流分布的功率模块筛选

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摘要

We developed a screening equipment for ceramic substrate level power module of IGBT. The equipment realizes a new screening test with current distribution. The equipment acquires magnetic field signals over bonding wires and finally classifies to normal/abnormal module automatically. We established statistics based normal/abnormal classification with image processing. It is expected to be applied for screening in a production line and analysis to prevent the failure of power modules.
机译:我们开发了用于IGBT的陶瓷基板级功率模块的筛选设备。该设备可实现具有当前分布的新筛选测试。设备通过接合线获取磁场信号,最后自动分类为正常/异常模块。我们通过图像处理建立了基于统计的正常/异常分类。预期将其用于生产线的筛选和分析,以防止电源模块出现故障。

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