研究高精度液压柱应力监测方法的研究
Jianzhuo Zhang1, Chuanxu Wan2, Jie Wang1
1College of Mechanical Engineering, Liaoning Technical University, Fuxin, 123000, China.
Scientific reports
|January 4, 2025
概括
一种新的高精度应力测绘方法可以实时监测煤矿中的水力柱. 这克服了复杂的地下环境中的挑战,提高了安全性并预测了潜在的故障.
科学领域:
- 采矿工程 采矿工程 采矿工程
- 机械工程 机械工程
- 材料科学 材料科学 材料科学
背景情况:
- 水力柱对于煤矿支系统至关重要.
- 这些柱子的实时应力监测在地下环境中具有挑战性.
研究的目的:
- 开发一个高精度的压力测绘方法,用于液压柱.
- 能够实时监控和预测液压支系统的故障.
主要方法:
- 为数据驱动模型训练构建了一个液压柱损失函数.
- 使用弹性-塑料理论建立了一个气应力机制模型.
- 结合数据驱动和机制模型,通过测量数据优化重量.
主要成果:
- 与延展仪相比,实现了高精度应力映射,误差低至1.182%.
- 实时反的映射时间为0.32秒.
- 在不同的负载下,在单元液压支柱上成功测试了该方法.
结论:
- 拟议的方法为液压柱提供实时,高精度的应力反.
- 它解决了在恶劣的地下条件下传统张力计测量的局限性.
- 能够主动预测故障,并支持煤矿支持系统的自适应调节.
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