AMHS vehicle management policies in semiconductor manufacturing: A short review

L Aresi, S Dauzère-Pérès, C Yugma… - 2019 International …, 2019 - ieeexplore.ieee.org
This paper studies vehicle management in unified Automated Material Handling Systems
(AMHS) of semiconductor manufacturing facilities. The main characteristics of an AMHS are …

Control of Fab Lifters via Deep Reinforcement Learning: A Semi-MDP Approach

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 …

Combining an automatic material handling system with lean production to improve outgoing quality assurance in a semiconductor foundry

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 …

A dual-critic DQN architecture for lifter assignment in multi-floor semiconductor FAB

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 …

Deep Learning-Based Multi-Horizon forecasting for automated material handling system throughput in semiconductor Fab

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 …

Optimization of job shop scheduling with material handling by automated guided vehicle

S Huang - 2018 - search.proquest.com
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 …

[HTML][HTML] TFT-LCD 廠之Array 製程區的RGV 派送控制研究

YUWEI RUAN - 2019 - ir.lib.ncu.edu.tw
摘要(中) 隨著科技的演變, 搭配有顯示器的消費性電子產品, 其顯示器擁有高畫素的產品品質,
逐漸被認為是必須品質. 所以市場上, 從傳統的電視和螢幕顯示器, 到可動的手機或平板電腦 …

[PDF][PDF] Optimization of lifter operations for inter-line transfers in semiconductor manufacturing facilities

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 …

An MDP-based lifter assignment algorithm for inter-floor transportation in semiconductor fabrication

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 …

Laboratory assistant assignment problem using Python programming

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 …