Speaker
Da-Sheng Lee (李達生)
Distinguished Professor
NTUT
Da-Sheng Lee (李達生)
Distinguished Professor
NTUT
Topic
Digital Transformation of High Tech Fab Construction & Building: Methodology and effectiveness evaluation
Abstract
Digital Transformation is the process of introducing digital technology to enable high
commercial value transformation. For semiconductor manufacturing to achieve
digital transformation, we believe that the concept of digital transformation should
be introduced at the beginning of construction. This lecture mainly shares how to
apply artificial intelligence (AI) tools to manage project schedules at the beginning
of the construction of High Tech Fab. After the facility is imported, AI can be further
used for predictive maintenance and energy saving. In addition, AI can also be
used to optimize management of renewable energy with energy storage devices.
The content of the lecture contains practical cases of cooperation with Yankey
Engineering Company. Through the example, we can illustrate how digital
transformation uses AI to reduce repetitive tasks, improve management efficiency,
and achieve predictive capabilities. With AI, especially the novel model free
predictive control, 53% of grid power and be reduced and the voltage sag can be
suppressed up to 20% according to the simulation results.