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采用磨料水射流(AWIJ)技术强化高合金钢切割:一种使用响应面方法(RSM)的途径。

Enhancing High-Alloy Steel Cutting with Abrasive Water Injection Jet (AWIJ) Technology: An Approach Using the Response Surface Methodology (RSM).

作者信息

Perec Andrzej, Kawecka Elzbieta, Pude Frank

机构信息

Faculty of Technology, Jacob of Paradies University, 66-400 Gorzów Wielkopolski, Poland.

Inspire AG (ETH Zurich), CH-8005 Zurich, Switzerland.

出版信息

Materials (Basel). 2024 Aug 13;17(16):4020. doi: 10.3390/ma17164020.

Abstract

The common machining technologies for difficult-to-machine materials do not remarkably ensure acceptable efficiency and precision in bulk materials cutting. High-energy abrasive water injection jet (AWIJ) treatment can cut diverse materials, even multi-layer composites characterized by divergent properties, accurately cutting complex profiles and carrying them out in special circumstances, such as underwater locations or explosion hazard areas. This work reports research on the AWIJ machining quality performance of X22CrMoV12-1 high-alloy steel. The response surface method (RSM) was utilized in modeling. The most influencing process control parameters on cut kerf surface roughness-abrasive flow rate, pressure, and traverse speed-were tested. The result is a mathematical model of the process in the form of a three-variable polynomial. The key control parameter affecting the cut slot roughness turned out to be the traverse speed. In contrast, pressure has a less significant effect, and the abrasive mass flow rate has the slightest impact on the cut slot roughness. Under the optimal conditions determined as a result of the tests, the roughness of the intersection surface does not exceed 2.3 μm. Based on the ANOVA, we confirmed that the model fits over 96% appropriately with the research outcomes. This method reduces the computations and sharply determines the optimum set of control parameters.

摘要

对于难加工材料,常见的加工技术在大批量材料切割中并不能显著确保可接受的效率和精度。高能磨料水射流(AWIJ)处理能够切割各种材料,甚至是具有不同特性的多层复合材料,精确切割复杂轮廓并在特殊环境下进行,如水下位置或爆炸危险区域。本文报道了关于X22CrMoV12 - 1高合金钢的AWIJ加工质量性能的研究。采用响应面法(RSM)进行建模。测试了对切割表面粗糙度影响最大的工艺控制参数——磨料流量、压力和横向速度。结果得到了一个三变量多项式形式的工艺数学模型。影响切割槽粗糙度的关键控制参数是横向速度。相比之下,压力的影响较小,磨料质量流量对切割槽粗糙度的影响最小。在测试确定的最佳条件下,相交表面的粗糙度不超过2.3μm。基于方差分析,我们证实该模型与研究结果的拟合度超过96%。这种方法减少了计算量,并能迅速确定最佳控制参数集。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0888/11356488/2991b404341c/materials-17-04020-g001.jpg

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