.png){kind=icon}
返回
Workshop layout optimization method based on sparrow search algorithm: a new approach
.png){kind=icon}
PRE
AI
DOI：10.1080/21681015.2024.2302630.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Reasonable workshop layout can reduce the transportation distance, reduce the production cost and improve the production efficiency. Aiming at the problem of unreasonable workshop layout, this paper takes an actual case as the research object and studies its workshop layout. Firstly, the mathematical model with the objectives of minimizing logistics transportation cost and maximizing non-logistics relationship is established. Then, the sparrow search algorithm (SSA) is used to find the optimal layout that satisfies the objective function. Finally, Flexsim software is used to simulate the layout scheme. The results show that compared with the genetic algorithm and the original layout scheme, the layout scheme obtained by the SSA algorithm reduces the total transportation distance by 26 m and 325 m, and improves the non-logistic relationship by 1.6% and 24.84%, respectively. Optimizing the layout using SSA algorithms increases product productivity, which is a good improvement over the original workshop layout.
Keyword:
Workshop layout
optimization
mathematical model
sparrow search algorithm
期刊
IF:
4.6
论文数:
310
被引数:
1.5K
机构
引用论文
A novel oil pipeline leakage detection method based on the sparrow search algorithm and CNN.png)
MEASUREMENT
MEASUREMENTIF5.6
PREAI
分享收藏Ultra Short-Term Wind Power Forecasting Based on Sparrow Search Algorithm Optimization Deep Extreme Learning Machine基于Sparrow搜索算法优化深度极限学习机的超短期风电功率预测SUSTAINABILITY
OAAI
SUSTAINABILITYIF3.3
OAAI分享收藏分享收藏
查看更多内容