Robust Control of Failure-Prone Manufacturing Systems With Assembly Operations

During the past two decades or so, many researchers devoted themselves to avoiding the deadlocks of automated manufacturing systems (AMSs). Many deadlock control policies have been developed under the assumption that AMSs do not contain unreliable resources and assembly operations. This work focuses on the deadlock control of failure-prone AMS with assembly operations and a single unreliable resource. At first, an automata model is developed to characterize the studied AMS. Then, four properties that a robust deadlock control policy for the studied AMS should satisfy are proposed and rigorously formulated for the first time. Finally, a new robust deadlock control policy based on the modified Banker’s algorithms is proposed. Compared with existing control policies, only the proposed one can well satisfy the newly proposed properties, thus representing a significant contribution to the field of robust control of failure-prone manufacturing systems.

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Institutions

Publication Details

Journal
IEEE Transactions on Systems Man and Cybernetics Systems
Published
2024-12-12
DOI
https://doi.org/10.1109/tsmc.2024.3505795
Citations
1
Primary Topic
Manufacturing Process and Optimization
Type
article
Field-Weighted Citation Impact
0.35

Funders

Controls
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article

Robust Control of Failure-Prone Manufacturing Systems With Assembly Operations

Jianchao Luo, Keyi Xing, Abdullah Abusorrah, MengChu Zhou et al.
1 citations
IEEE Transactions on Systems Man and Cybernetics Systems
Manufacturing Process and Optimization
0.35
article

Robust Control of Failure-Prone Manufacturing Systems With Assembly Operations

Jianchao Luo, Keyi Xing, Abdullah Abusorrah, MengChu Zhou, Junqiang Wang, Lin Zhao
article en
1 citations

Abstract

During the past two decades or so, many researchers devoted themselves to avoiding the deadlocks of automated manufacturing systems (AMSs). Many deadlock control policies have been developed under the assumption that AMSs do not contain unreliable resources and assembly operations. This work focuses on the deadlock control of failure-prone AMS with assembly operations and a single unreliable resource. At first, an automata model is developed to characterize the studied AMS. Then, four properties that a robust deadlock control policy for the studied AMS should satisfy are proposed and rigorously formulated for the first time. Finally, a new robust deadlock control policy based on the modified Banker’s algorithms is proposed. Compared with existing control policies, only the proposed one can well satisfy the newly proposed properties, thus representing a significant contribution to the field of robust control of failure-prone manufacturing systems.

IEEE Transactions on Systems Man and Cybernetics SystemsVol. 55(3)
Northwestern Polytechnical University (CN), King Abdulaziz University (SA), Zhejiang Gongshang University (CN), Xi'an Jiaotong University (CN)
National Natural Science Foundation of China, Basic and Applied Basic Research Foundation of Guangdong Province
Openalex Percentile: Top 33%
Manufacturing Process and Optimization
0.35
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Robust Control of Failure-Prone Manufacturing Systems With Assembly Operations — Jianchao Luo, Keyi Xing, et al. · IEEE Transactions on Systems Man and Cybernetics Systems (2024) | TGRS Research Map | TGRS