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Thermal error modelling for real-time error compensation [PDF]
The International Journal of Advanced Manufacturing Technology, 1996 A modelling strategy for the prediction of both the scalar and the position-dependent thermal error components is presented. Two types of empirical modelling method based on the multiple regression analysis (MRA) and the artificial neural network (ANN) have been proposed for the reaLtime prediction of thermal errors with multiple temperature ...
Chen, J. S., Yuan, J., Ni, Jun
openaire +2 more sources
Novel Real-Time Compensation Method for Machine Tool’s Ball Screw Thermal Error
Applied Sciences, 2023 The real-time compensation of thermal error in ball screws is an effective means to improve the accuracy of machining tools. However, the trade-off between robustness and computational efficiency of existing ball screw thermal error models is complicated
Ren Rong +4 more
doaj +1 more source
The International Journal of Advanced Manufacturing Technology, 2023 The time-varying thermal error of the horizontal boring and milling machine tool (HBMMT) directly affects the performance of high-end parts. The time-varying thermal error is in the axial direction due to the radial symmetry of the spindle box being good.
Lei Song +5 more
semanticscholar +1 more source
Intelligent CNC control with improved adaptive thermal error compensation model
Journal of Vibroengineering, 2023 The thermal errors (TE) of computer numerical control (CNC) in workshop production seriously reduces the productivity. Therefore, to improve the productivity of CNC and enhance production intelligence, an improved adaptive TE compensation model (TECM) is
Hui Shen, Liu Yang
semanticscholar +1 more source
Applying rapid heating for controlling thermal displacement of CNC lathe [PDF]
Archive of Mechanical Engineering, 2022 Thermal error always exists in a machine tool and accounts for a large part of the total error in the machine. Thermal displacement in X-axis on a CNC lathe is controlled based on a rapid heating system.
Van-The Than +3 more
doaj +1 more source
AN UPDATE OF THERMAL ERROR COMPENSATION MODEL VIA ON-MACHINE MEASUREMENT
MM Science Journal, 2022 Software compensation is state-of-the-art technology used to reduce CNC machine tool thermal errors, and it belongs to a key intelligent functions of modern machine tools.
M. Mareš +4 more
semanticscholar +1 more source
Compensation of Static and Transient Thermal Errors on CMMs
CIRP Annals, 2001 Abstract Using CMMs under normal workshop conditions necessitates to take into account the influence of environmental temperature on the machine structure. Non-standardised environmental conditions result in temperature dependent measurement errors.
Kruth, Jean-Pierre +2 more
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Adaptive Thermal Error Compensation Model of a Horizontal Machining Centre [PDF]
, 2023 The state-of-the-art method to reduceCNCmachine tool thermal errors is real-time error compensation based on the thermal error estimation models. However, it is difficult to establish a thermal error compensation model with good versatility, high ...
Horejš O. +4 more
core +1 more source
Review on Thermal Error Compensation for Feed Axes of CNC Machine Tools
Journal of Mechanical Engineering, 2021 ： The thermal deformation of the machine tool under the combined action of internal and external heat sources seriously affects the accuracy stability of the machine tool and the machining accuracy of components.
Liu Kuo +4 more
semanticscholar +1 more source
Thermal error compensation method for CNC machine tools based on deep convolution neural network
Journal of Physics: Conference Series, 2021 To avoid the resetting of temperature-sensitive points caused by seasonal and weather changes and the influence on the accuracy of the thermal error model, a thermal error prediction and compensation method for CNC machine tools without preselected ...
L. Du +3 more
semanticscholar +1 more source