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Wafer Transport Route Optimization Using AI Competition

SK AI SUMMIT 2024 via YouTube

Overview

Learn about a groundbreaking case study presented at SK TECH SUMMIT 2023 that showcases how a complex wafer transportation optimization challenge in semiconductor manufacturing was solved in just 34 days through an AI competition. Discover how hundreds of AI/ML experts collaborated to optimize the Overhead Transport (OHT) system's routing for wafer delivery in semiconductor facilities. The presenter, Ji-sung Park from SK Hynix, brings 20 years of experience in automation design and simulation optimization across various industries including steel, display, battery, and logistics centers. Gain insights into the innovative approach that brought together data scientists within the SK group to tackle this high-difficulty industrial challenge, and understand how this solution contributes to the future of semiconductor manufacturing logistics at the upcoming Yongin semiconductor complex.

Syllabus

[SK TECH SUMMIT 2023] SK AI의 숨고 : AI 경연으로 해결한 Wafer 반송 경로 최적화 사례

Taught by

SK AI SUMMIT 2024

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