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 …

Optimal one-wafer cyclic scheduling and buffer space configuration for single-arm multicluster tools with linear topology

L Bai, N Wu, Z Li, MC Zhou - IEEE Transactions on Systems …, 2016 - ieeexplore.ieee.org
This work studies the scheduling problem of a single-arm multicluster tool with a linear
topology and process-bound bottleneck individual tool. The objective is to find a one-wafer …

Dynamic RRT: fast feasible path planning in randomly distributed obstacle environments

P Zhao, Y Chang, W Wu, H Luo, Z Zhou, Y Qiao… - Journal of Intelligent & …, 2023 - Springer
For path planning problems based on Rapidly exploring Random Trees (RRT), most new
nodes merely explore the environment unless they are sampled directly from the subset that …

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 …

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 …

An optimization algorithm for the multi-objective flexible fuzzy job shop environment with partial flexibility based on adaptive teaching–learning considering fuzzy …

M Jiménez Tovar, J Acevedo-Chedid… - Soft Computing, 2024 - Springer
Production scheduling is a critical factor to enhancing productivity in manufacturing
engineering and combinatorial optimization research. The complexity and dynamic nature of …

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 …

Design of variable traffic light control systems for preventing two-way grid network traffic jams using timed Petri nets

J Luo, YS Huang, YS Weng - IEEE Transactions on Intelligent …, 2019 - ieeexplore.ieee.org
Cell transmission model (CTM) is useful for evaluating the performance of urban traffic
networks due to its mathematical formalism. This paper explores the application of CTM to …

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 …