S. Fraser et al., MODELING, IDENTIFICATION AND CONTROL OF THERMAL DEFORMATION OF MACHINE-TOOL STRUCTURES, PART 1 - CONCEPT OF GENERALIZED MODELING, Journal of manufacturing science and engineering, 120(3), 1998, pp. 623-631
With the increasing demand for improved machining accuracy in recent y
ears, the problem of thermal deformation of machine tool structures is
becoming more critical than ever. In spite of the effort for improvin
g the thermal deformation characteristics of machine tools at the desi
gn stage, there are always some residual errors that have to be compen
sated for during machining. The design of a generic multi-axis control
system requires the development of two models to estimate the transie
nt thermal load and to estimate the thermal deformation of the structu
re in real-time. To satisfy the stringent accuracy and stability requi
rements of these two models, a new concept of ''generalized modelling'
' is introduced It combines mathematical modelling with empirical cali
bration, and is based on the existence of a mathematical similarity be
tween the real process and a simplified model, referred to as the fund
amental generalized problem FGP. To obtain an analytical description o
f the heat transfer and thermal deformation processes in machine tool
structures, an analytical solution of the FGP, which consists of an in
finite plate with a central ring heat source, is derived using Hankel
transformation. Computer-simulated test cases are presented to demonst
rate the use of generalized modelling for predicting the transient the
rmal response in a complex machine tool structure. It was also shown h
ow the generalized model can accurately extrapolate limited measuremen
t data to predict the entire temperature field The results confirmed t
hat the generalized model can reproduce the accuracy of the finite-ele
ment solution, but two orders of magnitude faster.