Classification of Reachable Markings for Automated Manufacturing Systems with Multiple Unreliable Resources

It is a hot issue to discuss the robust control policy for automated manufacturing systems (AMSs) with unreliable resources in recent years. Before designing a robust controller, it is necessary to analyze the production processes of AMSs with unreliable resources. In our work, we study the classification of production states for AMSs with multiple unreliable resources. First, Petri nets are utilized to model the above systems. Second, the reachable markings of Petri nets describing undesired production states are classified into four types, such as deadlocks, F-deadlocks, F-blockings and FP-blockings by the structural characterization, maximal perfect resource-transition circuits, of Petri nets. Next, we prove that all undesired reachable markings are only the above four types for a kind of AMSs with multiple unreliable resources. Finally, an algorithm to compute all deadlocks, F-deadlocks, F-blockings and FP-blockings with low computational complexity is presented, and an example is utilized to illustrate the validity of the conclusion and the algorithm.

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Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1109/icnsc62968.2024.10759873
Primary Topic
Scheduling and Optimization Algorithms
Type
article
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article

Classification of Reachable Markings for Automated Manufacturing Systems with Multiple Unreliable Resources

Chuanxi Qian, Jiahui Shen, Wenqiang Sun, Huixia Liu
Scheduling and Optimization Algorithms
article

Classification of Reachable Markings for Automated Manufacturing Systems with Multiple Unreliable Resources

Chuanxi Qian, Jiahui Shen, Wenqiang Sun, Huixia Liu
article en

Abstract

It is a hot issue to discuss the robust control policy for automated manufacturing systems (AMSs) with unreliable resources in recent years. Before designing a robust controller, it is necessary to analyze the production processes of AMSs with unreliable resources. In our work, we study the classification of production states for AMSs with multiple unreliable resources. First, Petri nets are utilized to model the above systems. Second, the reachable markings of Petri nets describing undesired production states are classified into four types, such as deadlocks, F-deadlocks, F-blockings and FP-blockings by the structural characterization, maximal perfect resource-transition circuits, of Petri nets. Next, we prove that all undesired reachable markings are only the above four types for a kind of AMSs with multiple unreliable resources. Finally, an algorithm to compute all deadlocks, F-deadlocks, F-blockings and FP-blockings with low computational complexity is presented, and an example is utilized to illustrate the validity of the conclusion and the algorithm.

Nantong University (CN)
Openalex Percentile: Top 69%
Scheduling and Optimization Algorithms
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Classification of Reachable Markings for Automated Manufacturing Systems with Multiple Unreliable Resources — Chuanxi Qian, Jiahui Shen, et al. · (2024) | TGRS Research Map | TGRS