Scheduling cluster tools in semiconductor manufacturing: Recent advances and challenges
Cluster tools are automated robotic manufacturing systems containing multiple computer-
controlled process modules. They have been increasingly used for wafer fabrication. This …
controlled process modules. They have been increasingly used for wafer fabrication. This …
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 …
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
Accompanying the unceasing progress of integrated circuit manufacturing technology, the
mainstream production mode of current semiconductor wafer fabrication is featured with …
mainstream production mode of current semiconductor wafer fabrication is featured with …
Collaborative Scheduling for Single-Arm Cluster Tools With an Equipment Front-End Module Subject to Chamber Cleaning Requirements
In semiconductor manufacturing, cluster tools tend to integrate a vacuum module (VM), a
loadlock module (LLM), and an equipment front-end module (EFEM). While scheduling …
loadlock module (LLM), and an equipment front-end module (EFEM). While scheduling …
Scheduling of dual-gripper robotic cells with reinforcement learning
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 …
handling robot, which can perform an unloading or a loading task one at a time but can hold …
Deep Reinforcement Learning With a Look-Ahead Search for Robotic Cell Scheduling
Robotized manufacturing systems consisting of several processing machines and a robot for
transporting jobs between the machines have been widely used in mechanical and …
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
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 …
consumption demands, increasing importance has been attached to the schedulability and …
Closed-form expressions on lot completion time for dual-armed cluster tools with parallel processing modules
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 …
wafer fabrication processes in semiconductor manufacturing fabs. Once processing of a …
Wafer delay analysis and workload balancing of parallel chambers for dual-armed cluster tools with multiple wafer types
We examine a scheduling problem for a dual-armed cluster tool that processes multiple
similar wafer types concurrently. It has been recently proved that the well-known swap …
similar wafer types concurrently. It has been recently proved that the well-known swap …
Scheduling Single-Arm Multicluster Tools for Two-Type Wafers With Lower-Bound Cycle Time
In today's semiconductor manufacturing industry, wafer foundries often face the challenge of
producing a variety of integrated circuit chip products using a single manufacturing line. To …
producing a variety of integrated circuit chip products using a single manufacturing line. To …