Research on modeling and adaptation algorithms for reconfigurable production line systems in discrete workshops

With the development of intelligent manufacturing, reconfigurable manufacturing has become one of the current application characteristics, but the actual landing of reconfigurable system in manufacturing workshop still has big problems. In order to solve this problem, this thesis addresses the application of reconfigurable systems and carries out the research and development of intelligent reconfigurable systems. It focuses on the reconfigurable software part, including static model creation, dynamic production process model creation, model adaptation algorithm design, simulation module development and other work. The reconfiguration scheme can be directly simulated, and the reconfigurable scheme and its evaluation indexes are finally obtained and stored in XLS file format, which is convenient for direct access to other process software systems. After comparing the simulation results with the practical results, the practical data proves the reasonableness of the reconfigurable model, the correctness of the reconfigurable algorithm and the effectiveness of the system, which provides theoretical basis for the practical application of the reconfigurable production line at a later stage.

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Publication Details

Published
2024-08-05
DOI
https://doi.org/10.1117/12.3038260
Primary Topic
Assembly Line Balancing Optimization
Type
article
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Research on modeling and adaptation algorithms for reconfigurable production line systems in discrete workshops

Jian Zhou, hai he, wenqiang hu, yuhui wang
Assembly Line Balancing Optimization
article

Research on modeling and adaptation algorithms for reconfigurable production line systems in discrete workshops

Jian Zhou, hai he, wenqiang hu, yuhui wang
article en

Abstract

With the development of intelligent manufacturing, reconfigurable manufacturing has become one of the current application characteristics, but the actual landing of reconfigurable system in manufacturing workshop still has big problems. In order to solve this problem, this thesis addresses the application of reconfigurable systems and carries out the research and development of intelligent reconfigurable systems. It focuses on the reconfigurable software part, including static model creation, dynamic production process model creation, model adaptation algorithm design, simulation module development and other work. The reconfiguration scheme can be directly simulated, and the reconfigurable scheme and its evaluation indexes are finally obtained and stored in XLS file format, which is convenient for direct access to other process software systems. After comparing the simulation results with the practical results, the practical data proves the reasonableness of the reconfigurable model, the correctness of the reconfigurable algorithm and the effectiveness of the system, which provides theoretical basis for the practical application of the reconfigurable production line at a later stage.

Huazhong University of Science and Technology (CN)
Openalex Percentile: Top 83%
Assembly Line Balancing Optimization
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Research on modeling and adaptation algorithms for reconfigurable production line systems in discrete workshops — Jian Zhou, hai he, et al. · (2024) | TGRS Research Map | TGRS