G Kim, J Shin, G Kim, J Kim… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In multi-floor fabrication facilities (fabs), lifters' efficient transportation of resources is crucial for the overall productivity of the modern semiconductor industry. Unfortunately, most of the …
JJ Lyu, PS Chen, WT Huang - Production Planning & Control, 2021 - Taylor & Francis
This research uses a case study methodology to investigate ways of improving the outgoing quality assurance (OQA) processes of a 12-inch wafer foundry. It applies the value stream …
J Kim, J Mo - International Journal of Production Research, 2024 - Taylor & Francis
This paper proposes a deep reinforcement learning-based lifter assignment algorithm utilising Deep Q-network (DQN) to minimise the total inter-floor delivery time in …
J Choi, H Kang, J Kim, H Choi, Y Lee… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Automated material handling systems (AMHS) aim to supply wafers to the right place at the right time in semiconductor fab. Appropriate management in response to the changing …
Abstract Job Shop Scheduling with Material Handling has attracted increasing attention in both industry and academia, especially with the inception of Industry 4.0 and smart …
J Lee, S Kim, B Na - International Journal of Mechanical and …, 2018 - academia.edu
As semiconductor processes continue to be complex and the number of production steps is increased, a single floor line often comes to have not enough capacity to cover such …
K Shin, H Jang, H Kim - The International Journal of Advanced …, 2022 - Springer
As semiconductor device geometries continue to shrink, the semiconductor manufacturing process becomes increasingly complex. This usually results in unbalanced utilization of …
R Aurachman - Managing Learning Organization in Industry 4.0, 2020 - taylorfrancis.com
An assignment problem is a tool that helps in the decision-making process of resource allocation. Every resource allocated to each job has a certain cost or payoff. Assignment …