Browsing Artigos de Periódicos by Subject "Radial basis function"

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Development of a thermal error compensation system for a CNC machine using a radial basis function neural network (Artigo de Periódico)

Farias, Adalto de; Santos, Marcelo Otávio dos; Bordinassi, Ed Claudio (Springer Science and Business Media Deutschland GmbH, 2022)

This work aimed to develop a thermal error compensation system for a three-axis computer numerical control (CNC) machine, a 20-year-old CNC milling machine. An interferometric laser was used to acquire the error measurements, ...
Predictive modelling of residual stress in turning of hard materials using radial basis function network enhanced with principal component analysis (Artigo de Periódico)

Farias, Adalto de; Paschoalinoto, Nelson Wilson; Bordinassi, Ed Claudio; Leonardi, Fabrizio; Delijaicov, Sergio (Elsevier B.V., 2024)

This study proposes a hybrid machine learning (ML) model that combines a radial basis function network (RBFN) with principal component analysis (PCA) to predict residual stress (RS) in the machining process. Higher ...