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 Single-Arm Cluster Tools With an Equipment Front-End Module Subject to Wafer Residency Time Constraints
Semiconductor manufacturing widely employs cluster tools that comprise three critical
components: a vacuum module (VM), a loadlock module (LLM), and an equipment front-end …
components: a vacuum module (VM), a loadlock module (LLM), and an equipment front-end …
Scheduling Time-constrained Cluster Tools with Non-identical Parallel Processing Chambers
As a computer-integrated manufacturing system, cluster tools are widely used for
semiconductor manufacturing. To tackle their scheduling problems with parallel processing …
semiconductor manufacturing. To tackle their scheduling problems with parallel processing …
Scheduling Cluster Tools for Concurrent Processing: Deep Reinforcement Learning With Adaptive Search
HJ Kim, JH Lee - IEEE Transactions on Automation Science …, 2024 - ieeexplore.ieee.org
We address the scheduling problem of single-armed cluster tools that concurrently process
two wafer types without assuming cyclic scheduling. These cluster tools, consisting of …
two wafer types without assuming cyclic scheduling. These cluster tools, consisting of …
Scheduling single-arm multi-cluster tools connected by one-space buffer modules beyond the schedulability assumption
X Li, X Qian - Flexible Services and Manufacturing Journal, 2024 - Springer
Multi-cluster tools are increasingly being adopted for wafer production in semiconductor
fabrications. The current paper deals with single-armed linear multi-cluster tools connected …
fabrications. The current paper deals with single-armed linear multi-cluster tools connected …
Reliability evaluation of flexible manufacturing systems based on three-layer index system with time-varying weights
Y Pei, Z Liu, J Xu, Q Cheng… - Proceedings of the …, 2024 - journals.sagepub.com
With the development of industrial manufacturing, flexible manufacturing system provides an
effective way to improve the machining quality and efficiency, as well as reduce the …
effective way to improve the machining quality and efficiency, as well as reduce the …
A Q-learning Algorithm for Two-Stage Hybrid Flow Shop Scheduling
Y Lu, Z Liu, Q Zhang - Authorea Preprints, 2024 - essopenarchive.org
With the increasing demand for customization, flow shop scheduling tends to process multi-
variety small batch products. Thus, there are frequent switches between batches. Frequent …
variety small batch products. Thus, there are frequent switches between batches. Frequent …
Scheduling dual-arm multi-cluster tools with residency time constraints beyond swap-based strategies and module-bound regions
Multi-cluster tools are widely utilized in wafer fabrications. It is of great significance to
schedule such tools optimally to improve productivity and ensure wafer quality. However …
schedule such tools optimally to improve productivity and ensure wafer quality. However …