Modeling & Optimization of Surface Roughness During Turning Operation

Modeling & Optimization of Surface Roughness During Turning Operation

An Experimental-Data Driven Approach

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In this book, the authors present a multi-linear regression based approach for the modeling of surface roughness during the turning of a commercial brass alloy. Two regression models are developed by utilizing the experimental data gathered following a full-factorial based design-of-experiments methodology. While the conventional practice has been to develop regression models using the entire experimental data-sets, we deviate from the same and employ only a subset of the available data for the purpose, the remaining data being used for the model validation. This segregation of the experimenta...