Publication detail
TIME-DOMAIN SIMULATIONS OF GROOVING PROCESS WITH STIFFNESS UNCERTANTITIES
HADRABA, P. SVOBODOVÁ, M. LIN, H. HADAŠ, Z.
English title
TIME-DOMAIN SIMULATIONS OF GROOVING PROCESS WITH STIFFNESS UNCERTANTITIES
Type
conference paper
Language
en
Original abstract
In the world of nonlinear dynamics, it is necessary to consider the fact that a small change of input parameter can cause large changes in results. However, several methods deal with uncertainty. This paper compares two methods for uncertainty analysis, polynomial chaos expansion, and Monte Carlo method. The analysis was performed on the structure of the machine tool slide. The two main components – linear roller guideway with preload and linear ball screw, they both present with the nonlinear characteristic. The stiffness of these components is dependent on the deformation as well as the direction of load. The results of both methods match reasonably in a stable condition. For the unstable machining should be surrogated model improve for further analysis. The main advantage of PCE is a shorter computation time in contrast to time-consuming MC. This approach enables not only the stimulation of the machining process in local conditions but in the future, it might be also extended for the analysis of machine tool stability in the full condition range.
English abstract
In the world of nonlinear dynamics, it is necessary to consider the fact that a small change of input parameter can cause large changes in results. However, several methods deal with uncertainty. This paper compares two methods for uncertainty analysis, polynomial chaos expansion, and Monte Carlo method. The analysis was performed on the structure of the machine tool slide. The two main components – linear roller guideway with preload and linear ball screw, they both present with the nonlinear characteristic. The stiffness of these components is dependent on the deformation as well as the direction of load. The results of both methods match reasonably in a stable condition. For the unstable machining should be surrogated model improve for further analysis. The main advantage of PCE is a shorter computation time in contrast to time-consuming MC. This approach enables not only the stimulation of the machining process in local conditions but in the future, it might be also extended for the analysis of machine tool stability in the full condition range.
Keywords in English
Polynomial chaos expansion; Monte Carlo; Turning model; Uncertainty analysis; Nonlinear stiffness
Released
24.11.2020
Publisher
BRNO UNIV TECHNOL, FAC MECHANICAL ENGINEERING
Location
BRNO
ISBN
978-80-214-5896-3
ISSN
1805-8256
Book
ENGINEERING MECHANICS 2020
Volume
26
Number
2020
Pages from–to
178–181
Pages count
4
BIBTEX
@inproceedings{BUT177051,
author="Petr {Hadraba} and Zdeněk {Hadaš},
title="TIME-DOMAIN SIMULATIONS OF GROOVING PROCESS WITH STIFFNESS UNCERTANTITIES",
booktitle="ENGINEERING MECHANICS 2020",
year="2020",
volume="26",
number="2020",
month="November",
pages="178--181",
publisher="BRNO UNIV TECHNOL, FAC MECHANICAL ENGINEERING",
address="BRNO",
isbn="978-80-214-5896-3",
issn="1805-8256"
}