在面板家具制造中对钻井过程的优化:一个案例研究
Guokun Wang1,2, Xiaoli Li1, Xianqing Xiong1,3
1College of Furnishings and Industrial Design, Nanjing Forestry University, Nanjing, Jiangsu, China.
PloS one
|May 12, 2025
概括
这项研究利用一种新的坐标信息网格 (COING) 方法优化了面板家具制造中的钻探. 它为智能制造减少了14.0%的钻井事件,提高了3.87%的效率.
科学领域:
- 制造业 工程 制造工程
- 工业工程 工业工程 工业工程
- 数据科学数据科学数据科学
背景情况:
- 钻井是面板家具生产中的一个复杂,关键的过程.
- 智能制造转型需要有效的流程优化.
- 目前板式家具的钻井过程缺乏优化策略.
研究的目的:
- 为了优化板式家具制造中的钻井过程.
- 为解决家具行业智能制造缺乏有效的流程优化问题.
主要方法:
- 分析机柜结构和钻井模式.
- 关于一种新的坐标信息网格 (COING) 数据分析方法的建议.
- 应用COING结合协会规则挖掘 (ARM) 来识别过程不一致性.
主要成果:
- 在公司W的钻探过程参数中发现了不一致的情况.
- 提出和验证的解决方案,以优化钻探参数.
- 在钻探事件中实现了14.0%的减少.
- 提高了钻井效率3.87%,提高了钻井效率3.87%.
结论:
- COING数据分析方法有效地优化了板式家具制造中的钻井过程.
- 该研究提供了一种可行的方法,用于提高智能制造过渡的效率.
- 优化钻井过程有助于提高整体制造业绩.
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