As detailed by ScienceDirect in the article, “Accuracy Design Optimization of a CNC Grinding Machine Towards Low-Carbon Manufacturing,” precision engineering is not only improving product quality but also helping the manufacturing sector move toward greener operations.
Geometric accuracy remains one of the most critical factors in multi-axis CNC machine performance, particularly in industries demanding intricate shapes and surfaces. Traditional machine tools are increasingly being replaced with more complex models, making accuracy prediction and tolerance allocation more challenging. To address this, advanced sensitivity analysis methods like the improved Sobol method are being used to simplify optimization by pinpointing key geometric errors that most impact volumetric accuracy.
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Article with all rights reserved, courtesy of ScienceDirect — https://www.sciencedirect.com