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Process Parameters Optimization for Micro-arc Oxidation of Hot-dip Aluminum Coating on Stainless Steel

机译:不锈钢热浸铝涂层微弧氧化的工艺参数优化

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Alumina ceramic coating was gained by micro-arc oxidation of hot-dip aluminum film on stainless steel. The main properties indexes of ceramic coating include the thickness, the hardness and the surface roughness. The main process parameters determine above properties include the electric current density, the duty ratio of the pulse, the frequency of the pulse and the action time. The artificial neural network model was established to forecast the properties and optimize the process parameters for the micro-arc oxidation of aluminum film. Experimental results proved that the optimization model has high veracity and can be applied to the choice of process parameters.
机译:通过在不锈钢上的热浸铝膜微弧氧化通过微弧氧化来获得氧化铝陶瓷涂层。陶瓷涂层的主要特性指标包括厚度,硬度和表面粗糙度。主要过程参数确定高于性质包括电流密度,脉冲的占空比,脉冲的频率和动作时间。建立了人工神经网络模型,以预测性能并优化铝膜微弧氧化的过程参数。实验结果证明,优化模型具有高准确性,可应用于工艺参数的选择。

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