Volumetric Error Model of Large CNC Machine Tool and Verification Based on Particle Swarm Optimization

Abstract:

Volumetric error has large effect on machine tool accuracy; improving CNC machine tool accuracy through error compensation has received significant attention recently. This paper intends to represent volumetric error measurement based on laser tracker. The volumetric error is modeled by homogenous transformation matrix with each coordinate corresponding to each motion axis. Based on parts of spatial points volumetric error, the geometric errors which affect volumetric positioning error are verified through particle swarm optimization with the L₂ parameters as the target function. The chebyshev orthogonal polynomials are applied to approximate geometric errors.

• Periodical: Key Engineering Materials (Volumes 579-580)
• Pages: 76-79
• DOI: https://doi.org/10.4028/www.scientific.net/KEM.579-580.76
• Online since: September 2013
• Authors: Yi Lei Liu, Dong Gao, Gang Wei Cui
• Keywords: Geometric Errors Verification, L₂ Norm, Particle Swarm Optimization (PSO), Volumetric Error

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