Application of Big Data Science in High Reliability Automotive Wafer Yield Management System and Failure Analysis

Chia-Cheng Kuo, Po-Chih Chen, Chang-Tsun Tseng
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Abstract

The system automatically produces yield reports, shipping reports, real-time yield monitoring and statistics, abnormal cause statistics, Yield Chart, etc., to assist manufacturing, process, integration and other personnel to quickly Obtain the finished product/work in process yield report, and grasp the product yield information in real time, and find possible yield problems in real time. With the yield analysis tool provided by this system, we can quickly find the possible abnormal reasons to reduce the abnormal yield rate and the impact of production lines and shipments.
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大数据科学在高可靠性汽车晶圆良率管理系统及失效分析中的应用
系统自动生成良率报表、出货报表、实时良率监控与统计、异常原因统计、良率图等,协助制造、工艺、集成等人员快速获取成品/在制品良率报表,实时掌握产品良率信息,实时发现可能存在的良率问题。通过本系统提供的良率分析工具,可以快速发现可能出现的异常原因,降低异常良率,降低对生产线和出货的影响。
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