Green flexible production and intelligent factory building structure design based on improved ant colony algorithm

蚁群优化算法 工厂(面向对象编程) 蚂蚁 生产(经济) 计算机科学 蚁群 蚁科 制造工程 工程类 算法 生物 生态学 经济 计算机网络 宏观经济学 程序设计语言 膜翅目 针叶
作者
Chunyan Liu,Zhifen Sun
出处
期刊:Thermal science and engineering progress [Elsevier BV]
卷期号:53: 102753-102753
标识
DOI:10.1016/j.tsep.2024.102753
摘要

Traditional factory production has limitations such as energy waste, emission pollution, etc., and there are also certain unreasonable structural aspects. Therefore, this article proposes a method that can make the factory building structure more green, flexible, and intelligent. It is hoped that by improving the ant colony algorithm and applying it to factory design and production, the goal of reducing energy consumption, maximizing resource utilization, and reducing environmental impact can be achieved. Transforming the design problem of factory building structure into an optimization problem using ant colony algorithm, that is, finding the optimal path and layout. In this process, the ant colony algorithm simulates the behavior of ants by continuously iterating and updating the concentration of pheromones, in order to achieve the global optimal solution. In order to achieve the combination of green design principles and flexible production needs, corresponding constraint conditions and objective functions were introduced, taking into account the flexibility and adjustability within the factory to meet different production needs. Ant colony algorithm can provide the best structural design solution for factory buildings by optimizing search, combining green design principles and flexible production requirements, and promoting the development of green and sustainable factory buildings.

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