Statistical Assessment of Global and Local Cylinder Wear

Fecha

2007-06

Autores

Ruíz, Óscar
Vanegas, Carlos

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Editor

IEEE

Resumen

Assessment of cylindricity has been traditionally performed on the basis of cylindrical crowns containing a set of points that are supposed to belong to a controlled cylinder – As such, all sampled points must lie within a crown. In contrast, the present paper analyzes the cylindricity for wear applications, in which a statistical trend is assessed, rather than to assure that all points fall within a given tolerance -- Principal Component Analysis is used to identify the central axis of the sampled cylinder, allowing to find the actual (expected value of the) radius and axis of the cylinder -- Application of k-cluster and transitive closure algorithms allow to identify particular areas of the cylinder which are specially deformed -- For both, the local areas and the global cylinder, a quantile analysis allows to numerically grade the degree of deformation of the cylinder -- The algorithms implemented are part of the CYLWEAR system and used to assess local and global wear cylinders

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Citación

@inproceedings{2007_Ruiz_Statistical, title={Statistical Assessment of Global and Local Cylinder Wear}, author={Ruiz, O. and Vanegas, C.}, booktitle={5th IEEE International Conference on Industrial Informatics}, pages={378--392}, isbn={1-4244-0865-2}, issn={1935-4576}, address={Vienna, Austria}, year={2007}, }