Simulation and optimization of scrap wagon dismantling system based on Plant Simulation.

4区 计算机科学 Q1 Arts and Humanities Visual Computing for Industry, Biomedicine, and Art Pub Date : 2023-04-24 DOI:10.1186/s42492-023-00134-7
Hai-Qing Chen, Yu-De Dong, Fei Hu, Ming-Ming Liu, Shi-Bao Zhang
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Abstract

Based on the existing plant layout and process flow, a simulation analysis was conducted using the Plant Simulation platform with the utilization efficiency of each station and production capacity of the dismantling system as indicators. A problem with long-term suspension in the disassembly process was determined. Based on the two optimization directions of increasing material transportation equipment and expanding the buffer capacity, a cost-oriented optimization model is established. A genetic algorithm and model simulation were used to solve the model. An optimization scheme that satisfies the production needs and has the lowest cost is proposed. The results show that the optimized dismantling system solves the suspended work problem at the dismantling station and a significant improvement in productivity and station utilization efficiency compared with the previous system.

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基于工厂仿真的废钢拆解系统仿真与优化。
在现有厂房布局和工艺流程的基础上,利用工厂仿真平台,以各工位的利用效率和拆解系统的生产能力为指标,进行了仿真分析。确定了拆卸过程中存在的长时间悬吊问题。基于增加物料输送设备和扩大缓冲能力两个优化方向,建立了面向成本的优化模型。采用遗传算法和模型仿真对模型进行求解。提出了一种既满足生产需要又成本最低的优化方案。结果表明,优化后的拆解系统解决了拆解工位的停工问题,与原有系统相比,生产率和工位利用效率均有显著提高。
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来源期刊
Visual Computing for Industry, Biomedicine, and Art
Visual Computing for Industry, Biomedicine, and Art Arts and Humanities-Visual Arts and Performing Arts
CiteScore
5.60
自引率
0.00%
发文量
28
审稿时长
5 weeks
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