300M钢等离子弧增材工艺参数多目标优化研究

    Multi-objective Optimization of Plasma Arc Additive Manufacturing Process Parameters of 300M Steel

    • 摘要: 为实现等离子弧增材制造300M钢宏微观质量的整体优化,采用焊接电流、送粉速率和扫描速度作为工艺参数设计正交实验。结果表明,工艺参数对沉积层宏观成形质量和微观缺陷影响程度的主次顺序并不相同。为此,基于多目标优化方法,建立了宏观形貌、几何特征和微观缺陷的多维度评价体系,对等离子弧增材300M钢的工艺参数进行系统性优化。结果表明:各工艺参数对宏微观成形质量的影响主次为:扫描速度>焊接电流>送粉速率。优化获得的最佳工艺参数组合为:焊接电流160 A、扫描速度0.14 m/min、送粉速率15 g/min。在优化工艺参数条件下,沉积层成形质量实现了多维度评价指标间的全局最优平衡。沉积层表面光滑平整,不稳定起焊区域及锯齿状边界消除,宽高比为4.29、孔隙率降为0.43%,且无大孔隙缺陷。

       

      Abstract: To achieve integrated optimization of the macro-micro forming quality of 300M steel during plasma arc additive manufacturing, the welding current, powder feeding rate and scanning speed were used as process parameters to design an orthogonal experiment. The results show that the influence degree of process parameters on the macroscopic forming quality and microscopic defects of the deposited layer is not the same. Therefore, a multi-dimensional evaluation system encompassing macroscopic morphology, geometric characteristics and microscopic defects was established to systematically optimize the process parameters for plasma arc additive manufacturing of 300M steel by multi-objective optimization approach. The results show that the influence degree of process parameters on the macro-micro forming quality follows the order: scanning speed>welding current>powder feeding rate. The optimal combination of process parameters obtained through optimization is as follows: welding current of 160 A, scanning speed of 0.14 m/min and powder feeding rate of 15 g/min. The forming quality of the deposited layer under the optimized process parameters achieves the optimal balance between the multidimensional evaluation indexes. The surface of the deposited layer is smooth and flat, unstable weld-up areas and jagged boundaries are eliminated, the aspect ratio is 4.29, the porosity is 0.43%, and there are no large pore defects.

       

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