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基于数据驱动的车间运行决策优化技术

范波 李君妍 刘治红

兵工自动化2025,Vol.44Issue(9):1-5,5.
兵工自动化2025,Vol.44Issue(9):1-5,5.DOI:10.7690/bgzdh.2025.09.001

基于数据驱动的车间运行决策优化技术

Optimization Technology of Workshop Operation Decision Based on Data-driven

范波 1李君妍 1刘治红1

作者信息

  • 1. 中国兵器装备集团自动化研究所有限公司长沙分公司,长沙 410000
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摘要

Abstract

In order to solve the problems of discrete manufacturing workshop,such as difficult evaluation of operation activities,poor traceability of production bottlenecks,low real-time decision-making in production process,and scattered storage of production data,a workshop operation decision-making optimization technology based on data-driven is proposed.Based on the data-driven workshop operation decision optimization framework,three key technologies are discussed in depth,including the quantitative evaluation method of key indicators of workshop operation decision,the distributed collection and storage of workshop data and the identification method of key features,and the data-driven workshop operation decision optimization technology.The practical application results show that the technology can solve the existing problems and has certain reference significance for the realization of data-driven intelligent workshop.

关键词

数据驱动/智能车间/运行决策优化

Key words

data-driven/intelligent workshop/operation decision optimization

分类

信息技术与安全科学

引用本文复制引用

范波,李君妍,刘治红..基于数据驱动的车间运行决策优化技术[J].兵工自动化,2025,44(9):1-5,5.

兵工自动化

OA北大核心

1006-1576

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