Time-Constrained Single-Armed Cluster Tools Requiring Chamber Cleaning Operations: Schedulability Analysis and Scheduling Approaches

In semiconductor manufacturing, chamber cleaning operations (CCOs) are performed from time to time to clear particles and chemical gases that remain in the processing chambers of cluster tools (CTs) to ensure wafer quality. For single-armed CTs with just one CCO that could be completed in one system cycle time, researchers have proposed several scheduling approaches. In practice, more than one CCO may be required concurrently, thus failing the existing ones under such cases. Furthermore, the duration of a cleaning operation may be larger than one system cycle time, which highly complicates the scheduling of such tools. This work addresses this challenge by proposing several scheduling approaches and algorithms for single-armed CTs with several CCOs, each of which exceeds the duration of one system cycle. Suggestions are given for engineers in semiconductor fabrication plants to take the most suitable scheduling approach and algorithm for enhancing the productivity of CTs given their specific scenarios. Finally, two illustrative examples are provided to showcase the power of the proposed concepts and techniques.

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Publication Details

Journal
IEEE Transactions on Systems Man and Cybernetics Systems
Published
2025-04-08
DOI
https://doi.org/10.1109/tsmc.2025.3551205
Primary Topic
Manufacturing Process and Optimization
Type
article
Field-Weighted Citation Impact
0.00

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article

Time-Constrained Single-Armed Cluster Tools Requiring Chamber Cleaning Operations: Schedulability Analysis and Scheduling Approaches

Fajun Yang, Lu Zhen, Yusuf Al‐Turki, MengChu Zhou et al.
IEEE Transactions on Systems Man and Cybernetics Systems
Manufacturing Process and Optimization
article

Time-Constrained Single-Armed Cluster Tools Requiring Chamber Cleaning Operations: Schedulability Analysis and Scheduling Approaches

Fajun Yang, Lu Zhen, Yusuf Al‐Turki, MengChu Zhou, Xiaoqin Zhang
article en

Abstract

In semiconductor manufacturing, chamber cleaning operations (CCOs) are performed from time to time to clear particles and chemical gases that remain in the processing chambers of cluster tools (CTs) to ensure wafer quality. For single-armed CTs with just one CCO that could be completed in one system cycle time, researchers have proposed several scheduling approaches. In practice, more than one CCO may be required concurrently, thus failing the existing ones under such cases. Furthermore, the duration of a cleaning operation may be larger than one system cycle time, which highly complicates the scheduling of such tools. This work addresses this challenge by proposing several scheduling approaches and algorithms for single-armed CTs with several CCOs, each of which exceeds the duration of one system cycle. Suggestions are given for engineers in semiconductor fabrication plants to take the most suitable scheduling approach and algorithm for enhancing the productivity of CTs given their specific scenarios. Finally, two illustrative examples are provided to showcase the power of the proposed concepts and techniques.

IEEE Transactions on Systems Man and Cybernetics SystemsVol. 55(7)
Macau University of Science and Technology (MO), Shanghai University (CN), King Abdulaziz University (SA)
National Natural Science Foundation of China
Industry, innovation and infrastructure
Openalex Percentile: Top 91%
Manufacturing Process and Optimization
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Time-Constrained Single-Armed Cluster Tools Requiring Chamber Cleaning Operations: Schedulability Analysis and Scheduling Approaches — Fajun Yang, Lu Zhen, et al. · IEEE Transactions on Systems Man and Cybernetics Systems (2025) | TGRS Research Map | TGRS