Linear Integer Programming Model as Mathematical Ware for an Optimal Flow Production Planning System at Operational Scheduling Stage

IF 0.6 4区 计算机科学 Q4 AUTOMATION & CONTROL SYSTEMS Automation and Remote Control Pub Date : 2023-09-19 DOI:10.1134/S0005117923050065
A. I. Kibzun, V. A. Rasskazova
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Abstract

The problem of optimal flow production planning at the operational scheduling stage is being studied, using the example of the out-of-furnace department of a converter-based steel-making production in the iron metallurgy industry. To solve this problem, a linear integer programming model is proposed, which fully describes the specifics of the investigated technological processes. A major advantage of this approach is its scalability for solving related optimization problems in the industry of plant logistics, as well as flexibility in adapting to changes and fine-tuning the system of constraints and objective function. The software implementation of the developed model forms the basis of the operational scheduling module of the optimal flow production planning system, which is used for a large-scale computational experiment on real-world data.

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生产调度阶段最优流生产计划系统的线性整数规划模型
以钢铁冶金行业转炉炼钢生产的炉外部为例,研究了生产调度阶段的最优流水作业计划问题。为了解决这个问题,提出了一个线性整数规划模型,该模型充分描述了所研究的工艺过程的细节。这种方法的一个主要优点是其可扩展性,可用于解决工厂物流行业中的相关优化问题,以及适应变化和微调约束和目标函数系统的灵活性。所开发模型的软件实现构成了最优流生产计划系统的操作调度模块的基础,该模块用于对真实世界数据进行大规模计算实验。
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来源期刊
Automation and Remote Control
Automation and Remote Control 工程技术-仪器仪表
CiteScore
1.70
自引率
28.60%
发文量
90
审稿时长
3-8 weeks
期刊介绍: Automation and Remote Control is one of the first journals on control theory. The scope of the journal is control theory problems and applications. The journal publishes reviews, original articles, and short communications (deterministic, stochastic, adaptive, and robust formulations) and its applications (computer control, components and instruments, process control, social and economy control, etc.).
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