Scheduling cluster tools in semiconductor manufacturing: Recent advances and challenges

CR Pan, MC Zhou, Y Qiao… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Cluster tools are automated robotic manufacturing systems containing multiple computer-
controlled process modules. They have been increasingly used for wafer fabrication. This …

Look-ahead based reinforcement learning for robotic flow shop scheduling

HJ Kim, JH Lee - Journal of Manufacturing Systems, 2023 - Elsevier
Scheduling of a robotic flow shop, where a dual-gripper robot transports parts between
machines, is addressed with a makespan measure. Most previous studies on robotic flow …

Noncyclic scheduling of cluster tools with a branch and bound algorithm

HJ Kim, JH Lee, TE Lee - IEEE Transactions on Automation …, 2013 - ieeexplore.ieee.org
Cluster tools, each of which consists of multiple processing modules, one material handling
robot, and loadlocks, are widely used for wafer fabrication processes, such as lithography …

CAWSAC: Cost-aware workload scheduling and admission control for distributed cloud data centers

H Yuan, J Bi, W Tan, BH Li - IEEE Transactions on Automation …, 2015 - ieeexplore.ieee.org
Multiple heterogeneous applications concurrently run in distributed cloud data centers
(CDCs) for better performance and lower cost. There is a highly challenging problem of how …

[PDF][PDF] Production logistics simulation and optimization of industrial enterprise based on Flexsim

YR Wang, AN Chen - International Journal of Simulation Modelling, 2016 - ijsimm.com
This paper proposes the research method to comprehensively apply the time Petri net model
and the Flexsim simulation model by taking interior assembling and production logistics …

Scheduling of dual-gripper robotic cells with reinforcement learning

HJ Kim, JH Lee - IEEE transactions on automation science and …, 2021 - ieeexplore.ieee.org
A dual-gripper robotic cell consists of multiple processing machines and one material
handling robot, which can perform an unloading or a loading task one at a time but can hold …

Scheduling single-armed cluster tools with chamber cleaning operations

TS Yu, HJ Kim, TE Lee - IEEE Transactions on Automation …, 2017 - ieeexplore.ieee.org
As wafer circuit widths shrink down, wafer fabrication processes require stringent quality
control. Therefore, fabs recently tend to clean a chamber after processing each wafer, in …

Scheduling lot switching operations for cluster tools

JH Lee, HJ Kim, TE Lee - IEEE Transactions on Semiconductor …, 2013 - ieeexplore.ieee.org
A cluster tool that consists of several processing modules, a transport robot, and loadlocks is
widely used for wafer processing in the semiconductor industry. The cluster tool repeats an …

AB&B: An anytime branch and bound algorithm for scheduling of deadlock-prone flexible manufacturing systems

J Luo, M Zhou, JQ Wang - IEEE Transactions on Automation …, 2020 - ieeexplore.ieee.org
This work investigates a scheduling problem of deadlock-prone flexible manufacturing
systems modeled by place-timed Petri nets. It proposes an anytime branch and bound …

Closed-form expressions on lot completion time for dual-armed cluster tools with parallel processing modules

HJ Kim, JH Lee - IEEE Transactions on Automation Science …, 2018 - ieeexplore.ieee.org
Cluster tools, which consist of processing modules (PMs) and a transport robot, are used for
wafer fabrication processes in semiconductor manufacturing fabs. Once processing of a …