Intelligent Manufacturing

The AI project on smart manufacturing would like to investigate practical problems and challenges derived from our recent industrial collaboration with high-tech manufacturing companies. Although there were some manufacturing process problems that can be overcome by conventional machine learning approaches, these problems, however, had easy-to-retrieve features. As the high-tech manufacturing process ” getting increasingly complicated, the “key” processes have become a serious challenge for most of the high-tech manufacturing.”We first take into consideration the lithography process in the semiconductor industry as the short-term goal to elaborate the artificial intelligence optimization applications. Apart from most advanced process control systems that used statistical measured data, we further attempt to make use of real data-driven approaches.(more details)

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