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 …

Reinforcement learning for robotic flow shop scheduling with processing time variations

JH Lee, HJ Kim - International journal of production research, 2022 - Taylor & Francis
We address a robotic flow shop scheduling problem where two part types are processed on
each given set of dedicated machines. A single robot moving on a fixed rail transports one …

Application-aware dynamic fine-grained resource provisioning in a virtualized cloud data center

J Bi, H Yuan, W Tan, MC Zhou, Y Fan… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
A key factor of win–win cloud economy is how to trade off between the application
performance from customers and the profit of cloud providers. Current researches on cloud …

Scheduling of single-arm cluster tools for an atomic layer deposition process with residency time constraints

FJ Yang, NQ Wu, Y Qiao, MC Zhou… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In semiconductor manufacturing, there are wafer fabrication processes with wafer revisiting.
Some of them must meet wafer residency time constraints. Taking atomic layer deposition …

Petri net modeling and scheduling of a close-down process for time-constrained single-arm cluster tools

QH Zhu, MC Zhou, Y Qiao… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In wafer fabrication, a robotic cluster tool is required to be closed down in order for
engineers to perform its on-demand and preventive maintenance and switch between …

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 …

Wafer sojourn time fluctuation analysis of time-constrained dual-arm cluster tools with wafer revisiting and activity time variation

Y Qiao, NQ Wu, FJ Yang, MC Zhou… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
A robotic cluster tool involves many activities whose time is subject to some disturbance,
thus leading to the activity time variation. It results in wafer sojourn time fluctuation in a …

Reducing wafer delay time by robot idle time regulation for single-arm cluster tools

WQ Xiong, CR Pan, Y Qiao, NQ Wu… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Nowadays, wafer fabrication in semiconductor manufacturing is highly dependent on cluster
tools. A cluster tool is equipped with several process modules (PMs) and a wafer handling …

Scheduling and control of startup process for single-arm cluster tools with residency time constraints

Y Qiao, MC Zhou, NQ Wu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Due to the trends of larger wafer diameters and smaller lot sizes, cluster tools need to switch
from processing one lot of wafers to another frequently. This leads to more transient periods …

Survey and classification of operational control problems in discrete event logistics systems (DELS)

T Sprock, C Bock, LF McGinnis - International journal of production …, 2019 - Taylor & Francis
This paper reviews and classifies literature on operational control of discrete event logistics
systems (DELS). Operational control manipulates the flow of items through a DELS. Each …