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 …

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 …

Optimal cyclic scheduling of wafer-residency-time-constrained dual-arm cluster tools by configuring processing modules and robot waiting time

J Wang, C Liu, MC Zhou, T Leng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Optimal cyclic scheduling problems of wafer-residency-time-constrained dual-arm cluster
tools in wafer fabrication are challenging and remain to be fully solved. Existing studies …

Scheduling dual-arm cluster tools with multiple wafer types and residency time constraints

J Wang, H Hu, C Pan, Y Zhou… - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
Accompanying the unceasing progress of integrated circuit manufacturing technology, the
mainstream production mode of current semiconductor wafer fabrication is featured with …

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 …

Optimally scheduling dual-arm multi-cluster tools to process two wafer types

QH Zhu, GH Wang, Y Hou, NQ Wu… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
To satisfy the requirements of high-mix integrated-circuit chip production, multiple wafer
types are grouped into a lot to be fabricated concurrently in a multi-cluster tool system …

Deep Reinforcement Learning With a Look-Ahead Search for Robotic Cell Scheduling

HJ Kim, JH Lee - IEEE Transactions on Systems, Man, and …, 2023 - ieeexplore.ieee.org
Robotized manufacturing systems consisting of several processing machines and a robot for
transporting jobs between the machines have been widely used in mechanical and …

A cyclic scheduling approach to single-arm cluster tools with multiple wafer types and residency time constraints

J Wang, C Pan, H Hu, L Li… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
With the reduction of wafer batch size on account of the diversification and individuation of
consumption demands, increasing importance has been attached to the schedulability and …

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 …