SIA OpenIR  > 数字工厂研究室
Alternative TitleFurnace-grouping optimization with order-grouping for special aluminum ingots
张浩1,2; 库涛1,2; 张丁一1,2
Source Publication控制理论与应用
Indexed ByEI ; CSCD
EI Accession number20194807747401
Contribution Rank1
Funding Organization国家自然科学基金项目(61803367)
Keyword组炉优化 订单组批 粒子群算法 局部聚性算子 特种铝铸锭


Other Abstract

In special aluminum alloy production, smelting for aluminum ingots is the first process that affects production efficiency and product quality in subsequent processes directly. To solve the problems that furnace-grouping plan is made inefficiently and furnace-grouping results are not optimal in the smelting process because of product variety and different batch size, furnace-grouping optimization model that is formulated with two objectives of minimizing the number of smelting batch and maximizing occupation ratio of ingots in orders is built with some constraints such as capacity of melting furnace and order-grouping rules in this paper. According to the characteristic of the model, real number coding rule is employed taking the percentage of order allocation as decision variable. A novel Particle Swarm Optimization algorithm is proposed with Von Neumann Topology to solve this optimization model, and locally convergent operator is employed to improve optimizing capacity in this algorithm. The simulation experiment is designed on the basis of the actual data in production. The experiment results show that this optimization model and the proposed algorithm can solve the furnace-grouping optimization problem for special aluminum ingots and meets the requirements of enterprises.

Citation statistics
Document Type期刊论文
Corresponding Author张浩
Recommended Citation
GB/T 7714
张浩,库涛,张丁一. 考虑订单组批特性的特种铝锭组炉优化[J]. 控制理论与应用,2019,36(10):1730-1737.
APA 张浩,库涛,&张丁一.(2019).考虑订单组批特性的特种铝锭组炉优化.控制理论与应用,36(10),1730-1737.
MLA 张浩,et al."考虑订单组批特性的特种铝锭组炉优化".控制理论与应用 36.10(2019):1730-1737.
Files in This Item:
File Name/Size DocType Version Access License
考虑订单组批特性的特种铝锭组炉优化.pd(696KB)期刊论文作者接受稿开放获取CC BY-NC-SAView Application Full Text
Related Services
Recommend this item
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[张浩]'s Articles
[库涛]'s Articles
[张丁一]'s Articles
Baidu academic
Similar articles in Baidu academic
[张浩]'s Articles
[库涛]'s Articles
[张丁一]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[张浩]'s Articles
[库涛]'s Articles
[张丁一]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: 考虑订单组批特性的特种铝锭组炉优化.pdf
Format: Adobe PDF
All comments (0)
No comment.

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.