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What is ANN vs RSM for Surface Roughness Prediction about?

This study compares the predictive performance of artificial neural networks (ANN) and response surface methodology (RSM) in predicting surface roughness during the turning process of Aluminum 6061. The results indicate that ANN outperforms RSM, with better accuracy and lower error rates, particularly highlighting cutting speed and feed rate as critical factors influencing surface roughness. The findings suggest the potential of ANN for optimizing machining parameters to achieve smoother surfaces in manufac

Author

rafeeq7054

Language

EN