Direct method for updating flexible multibody systems applied to a milling robot

被引:41
作者
Huynh, Hoai Nam [1 ]
Assadi, Hamed [2 ]
Dambly, Valentin [3 ]
Riviere-Lorphevre, Edouard [4 ]
Verlinden, Olivier [3 ]
机构
[1] Univ British Columbia, Dept Mech Engn, Mfg Automat Lab, Vancouver, BC V6T 1Z4, Canada
[2] Univ Victoria, Fac Engn, Finnerty Rd Engn Off Wing 3800, Victoria, BC V8P 5C2, Canada
[3] Univ Mons, Theoret Mech Dynam & Vibrat Unit, Pl Parc 20, B-7000 Mons, Belgium
[4] Univ Mons, Machine Design & Prod Engn Unit, Pl Parc 20, B-7000 Mons, Belgium
关键词
Flexible multibody systems; Identification; Milling; Modal analysis; Model updating; Robotics; CHATTER STABILITY; DIGITAL TWIN;
D O I
10.1016/j.rcim.2020.102049
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Industrial robots are currently used in light milling operations for their low cost and large workspace compared with CNC machine tools. However, milling robots are prone to vibration instabilities (chatter) and process deviations since they are significantly less stiff than machine tools. As a result, robot dynamic response depends on its posture which represents a major challenge. This paper presents a direct method to update any multibody model, enclosing flexible rotational/translational or virtual joints with minimal tuning. The novel method allows determining the elastic parameters of the model based on a curve fitting of the frequency response functions measured at the tool tip. Fitting is fast and efficient as it occurs in the frequency domain without the need to transform the measured data into the model parameter space. It relies on a genetic algorithm followed by a deterministic procedure to ensure a refined solution of the identified global minimum. The method is firstly demonstrated and validated on a simulated flexible manipulator with three rotational joints. Its multibody model is built using minimal coordinates with known elastic parameters that the method recovers accurately. The new fitting algorithm is eventually applied to an actual industrial robot (KUKA KR90 R3100 robotic arm) resulting in the proper fit of its critical resonances. Posture dependency can also be tackled by considering multiple measurements in different poses within the same fitting procedure. Updating procedure was programmed in Matlab and made public so that it can be easily adapted to identify elastic parameters of other flexible mechanical systems.
引用
收藏
页数:12
相关论文
共 40 条
[1]   Methodology for enabling Digital Twin using advanced physics-based modelling in predictive maintenance [J].
Aivaliotis, P. ;
Georgoulias, K. ;
Arkouli, Z. ;
Makris, S. .
52ND CIRP CONFERENCE ON MANUFACTURING SYSTEMS (CMS), 2019, 81 :417-422
[2]   Chatter stability of metal cutting and grinding [J].
Altintas, Y ;
Weck, M .
CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2004, 53 (02) :619-642
[3]  
Armendia M., 2018, Twin-Control project
[4]  
CORDES M, 2016, INT J ADV MANUF TECH, V90, P1075, DOI DOI 10.1007/s00170-016-9461-z
[5]   Chatter stability in robotic milling [J].
Cordes, Marcel ;
Hintze, Wolfgang ;
Altintas, Yusuf .
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2019, 55 :11-18
[6]   Development of a robotic cell for trimming of composite parts. [J].
Dumas, Claire ;
Boudelier, Aude ;
Caro, Stephane ;
Garnier, Sebastien ;
Ritou, Mathieu ;
Furet, Benoit .
MECANIQUE & INDUSTRIES, 2011, 12 (06) :487-494
[7]  
Eiben A.E., 2012, Evolutionary Algorithm Parameters and Methods to Tune Them, P15, DOI DOI 10.1007/978-3-642-21434-9_2
[8]  
Grieves M., 2014, CISC VIS NETW IND GL, V1, P1
[9]  
Hage H., 2012, THESIS
[10]  
Hardeman T., 2008, THESIS