Diagnostic expert system application to problem solving in a semiconductor manufacturing facility

C.M. Weatherwax, C. Tsareff
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Abstract

The development and construction of the expert system, the acquisition and representation of knowledge, and an implementation of the system are discussed. In this implementation, systems covering the photolithography and ion implantation areas were used for full-time production use by manufacturing personnel. Implementation and acceptance issues are addressed. Operators can use the expert systems to solve many routine processing problems that were once the exclusive domain of sustaining engineers. Improvements in the areas of productivity, quality, and downtime were demonstrated.<>
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诊断专家系统在半导体制造工厂问题解决中的应用
讨论了专家系统的开发与构建、知识的获取与表示以及系统的实现。在此实施中,覆盖光刻和离子注入区域的系统用于制造人员的全职生产使用。解决了实现和验收问题。操作人员可以使用专家系统来解决许多常规处理问题,而这些问题曾经是维护工程师的专属领域。演示了在生产力、质量和停机时间方面的改进。
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