在线优化连续造切割的优化
Jing Li1, Jianjing Zhang2, Xiaoru Xing2
1Hebei Institute of Mechanical and Electrical Technology, Xingtai, 054000, Hebei, China. 2803790368@qq.com.
Scientific reports
|July 4, 2025
概括
本研究介绍了一种在线算法,用于优化钢材连续造切割. 它通过实时调整切割方案来最大限度地减少浪费并满足需求,从而提高生产效率.
科学领域:
- 金工程 金工程 金工程
- 运营研究 运营研究
背景情况:
- 连续造对于钢铁生产效率至关重要.
- 优化切割过程对于最大限度地减少材料浪费和满足客户需求至关重要.
- 需要实时调整来处理生产异常.
研究的目的:
- 为钢铁连续造切割问题提出一个在线优化算法.
- 通过实时切割方案调整,提高生产连续性和效率.
- 为了减少材料浪费和二次切割操作.
主要方法:
- 开发了一个优化模型,结合了嵌套模型和分析建模.
- 利用计算机穿越算法进行优化.
- 实施了在线算法,可以在生产过程中实时进行调整.
主要成果:
- 显著减少了切割损失.
- 成功满足各种生产要求.
- 最小化了对二次切割操作的需求.
- 展示了广泛的实际应用潜力.
结论:
- 拟议的在线优化算法有效地解决了钢材连续造中的切割优化问题.
- 实时调整确保生产连续性和效率,即使有异常.
- 该方法在减少废物和运营效率方面提供了实质性的改进.
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