Autonomously triggered model updates for self-learning thermal error compensation

Adaptive input selection for thermal error compensation models

(2020) Nico Zimmermann et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Self-optimizing machining systems

(2020) H.-C. Möhring et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Toward Intelligent Machine Tool

(2019) Jihong Chen et al.   Engineering

Adaptive thermal displacement compensation method based on deep learning

(2019) Makoto Fujishima et al.   CIRP Journal of Manufacturing Science and Technology

An adaptive self-learning compensation approach for thermal errors on 5-axis machine tools handling an arbitrary set of sample rates

(2018) Josef Mayr et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Adaptive learning control for thermal error compensation of 5-axis machine tools

(2017) Philip Blaser et al.   JOURNAL OF MANUFACTURING SYSTEMS

High precision grey-box model for compensation of thermal errors on five-axis machines

(2014) Michael Gebhardt et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

A review of novelty detection

(2014) Marco A.F. Pimentel et al.   SIGNAL PROCESSING

Thermal issues in machine tools

(2012) Josef Mayr et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY