Inverse dynamic analysis of milling machining robot, application in calibration of cutting force


  • Hai Ha Thanh



Keywords, machining robot, milling, dynamic analysis, cutting force, calibrate.


This article presents analysis of inverse dynamics of serial manipulators in milling process. Cutting forces and complicated motion involve to difficulties in solving dynamics problems of robots. In general, cutting forces are determined by using empirical formulas that lead to errors of cutting force values. Moreover, the cutting forces are changing and causing vibration during machining process. Errors of cutting force values affect to the accuracy of the dynamic model. This paper proposes an algorithm to compute the cutting forces based on the feedback values of the robot's motion.    


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Author Biography

Hai Ha Thanh

1School of Mechanical Engineering, Hanoi University of Science and Technology

2College of urbanconstruction                                                                


Appleton E, Williams DJ - Industrial robot applications. HALSTED PRESS, New York (1987), 229 pags.

Wei Ji, Lihui Wang: Industrial robotic Machining: A review, The International Journal of Advanced manufacturing Technology. September 2011, pp. 1-17.

John Pandremenos, Christos Doukas, Panagiotis Stavropoulos, George Chryssolouris-Machining with robots: a critical review. Proceedings of DET2011 7th International Conference on Digital Enterprise Technology, Athens, Greece, 28-30 September 2011.

Maciej Petko, Konrad Gac, Grzegorz Góra, Grzegorz Karpiel, Janusz Ochoński, Konrad Kobus: CNC system of the 5-axis hybrid robot for milling. Mechatronics, Vol. 37, Aug. 2016, pp. 89-99.

Iglesiasa I, Sebastiána M A, Aresc J E - Overview of the state of robotic machining: Current situation and future potential. ScienceDirect, Procedia Engineering 132 (2015) 911 – 917.

Maciej Petko, Grzegorz Karpiel, Konrad Gac, Grzegorz Góra, Konrad Kobus, Janusz Ochoński: Trajectory tracking controller of the hybrid robot for milling. Mechatronics, Vol. 37, Aug. 2016, pp. 100-111.

Phan Bui Khoi, Ha Thanh Hai. Investigation of kinematics and motion planning for mechanical machining robots. Proceedings of the National Conference of Engineering Mechanics, Vol. 2, (2015), pp. 407-418 (In Vietnamese).

Phan Bui Khoi, Ha Thanh Hai. Robot dynamics in mechanical processing. Proceedings of the National Conference of Engineering Mechanics, Vol. 2, (2015), pp. 419-427 (In Vietnamese).

Phan Bui Khoi, Ha Thanh Hai. Force analysis of a robot in machining process. Proceeding of National conference on machines and mechanisms, (2015), pp. 346-359.

Grzegorz Gołda, Adrian Kampa. - Modelling of Cutting Force and Robot Load During Machining. Advanced Materials Research. Vol. 1036, pp. 715-720.

Lejun Cena and Shreyes N. Melkote. - Effect of Robot Dynamics on the Machining Forces in Robotic Milling. ScienceDirect. 45th SME North American Manufacturing Research Conference, NAMRC 45, LA, USA 2017, pp. 486-496.

Adolfo Perrusquía, Wen Yu and Alberto Soria. - Position/force control of robot manipulators using reinforcement learning. Industrial Robot: the international journal of robotics research and application. Vol. 46(2), 2019, pp. 267–280.

Lacerda H. B. and Lima V. T. - Evaluation of Cutting Forces and Prediction of Chatter Vibrations in Milling. Journal of the Brazilian Society of Mechanical Sciences and Engineering. Vol. 26(1), January-March 2004, pp. 74-81.

Marco Leonesioa, Enrico Villagrossia, Manuel Beschia, Alberto Marinia, Giacomo Bianchia, Nicola Pedrocchia, Lorenzo Molinari Tosattia, Vladimir Grechishnikovb, Yuriy Ilyukhinb, Alexander Isaevb - Vibration analysis of robotic milling tasks. ScienceDirect, 11th CIRP Conference on Intelligent Computation in Manufacturing Engineering - CIRP ICME '17. 2018. Pp. 262-267.

Guifeng Wang, Huiyue Dong, Yingjie Guo and Yinglin Ke - Dynamic cutting force modeling and experimental study of industrial robotic boring. The International Journal of Advanced Manufacturing Technology. Volume 86(1-4), September 2016, pp. 179-190.

Banh Tien Long, Bui Ngoc Tuyen. - Theory of surface formation and application in mechanical engineering. Vietnam Education Publisher. 2013. 244 pags (In Vietnamese).

Le Van Tham, Phan Bui Khoi, Bui Ngoc Tuyen, Cu Xuan Hung, Nguyen Duc Toan: Trajectory planning of robot, application for grinding the cutting blade of the curved-tip medical surgical scissor. Proceeding of the 2th National conference on Mechanics and Automation. Hanoi, 2016. pp. 467-472 (In Vietnamese).

Phan Bui Khoi, Le Quang Huy, Nguyen Quoc Phu, Nguyen Viet Bach, Nguyen Dinh Man. - Kinematic Modeling of the process of grinding turbine blades using robots. Proceeding of the 10th National conference on Mechanics, Hanoi, 8-9/12/2017. Vol 1. Dynamics and Control-Mechanics of Machine, pp. 803-812 (In Vietnamese).

Altintas, Yusuf. Manufacturing automation: metal cutting mechanics, machine tool vibrations, and CNC design. Cambridge university press, 2012.

Adem, Khaled AM: Effects of machining system parameters and dynamics on quality of high-speed milling, PhD diss. University of Missouri-Columbia, 2013.






Mechanical Engineering - Mechatronics