Toward a Real Time Control of Toolpath in Milling Processes

Abstract:

Real-time control of manufacturing processes is a challenging issue for nowadays industry. The need for ever more efficient production requires new strategies in order to make correct decisions in an acceptable time. In a large number of cases, operators working on a CNC machine tool have a reduced number of possibilities for interacting in real-time with the machine. Numerical simulation based control is in that sense an appealing alternative to the conventional approach since it provides the operator with an additional source of information, confirming his choices or in reverse suggesting a more adapted strategy. The main goal of this work is to propose a method to move from a bilateral approach (operator and CNC controller) to a trilateral one where the simulation is an active component of the manufacturing process. This paper focuses on a simple issue sometimes encountered in milling processes: how to remove a constant thickness of material at the surface of a part whose exact geometry is unknown The difficulty lies in the choice of an appropriate trajectory for the tool. So far the method which is employed consists in acquiring the geometry of the part thanks to a palpation step made prior to milling. However, this step has to be repeated for each part and can become rather fastidious as the size of the part increases. The approach presented here gets rid of the palpation step and makes use of online measurements for identifying the real geometry and correcting the trajectory of the tool in accordance. By monitoring the forces applying on the tool (directly on the NC), we have access to the milling depth and therefore to the geometry of the part at several locations along the trajectory of the tool. This information is used as an input data for our numerical model running on an external device, which finally derives an approximation for the geometry. An optimized trajectory is then obtained and is updated on the machine. This procedure is repeated as the tool moves forward and it allows for a fast and robust on-line correction of the toolpath.

• Periodical: Key Engineering Materials (Volumes 554-557)
• Pages: 706-713
• DOI: https://doi.org/10.4028/www.scientific.net/KEM.554-557.706
• Online since: June 2013
• Authors: Fabien Poulhaon, Matthieu Rauch, Adrien Leygue, Jean Yves Hascoet, Francisco Chinesta
• Keywords: Control, Milling Process, Real Time, Tool Path

References

[1] A. Chaterjee: An introduction to the proper orthogonal decomposition Current Science, Vol. 78, No. 7 (2000)

[2] H. Wu, G. Turyagyenda and J.G. Yang: Modeling and Real-time Compensation of Cutting Forceinduced Errors on NC Turning Center Key Engineering Materials, Vols 315/316, 274-278 (2006)

DOI: 10.4028/www.scientific.net/kem.315-316.274

[3] I. T. Jolliffe: Principal Component Analysis Springer, New York (1986)

[4] G. Kerschen, J.C. Golinval, A.F. Vakakis and L.A. Bergman: The Method of Proper Orthogonal Decomposition for Dynamical Characterization and Order Reduction of Mechanical Systems: An Overview Nonlinear Dynamics, Vol. 41, 147-169 (2005)

DOI: 10.1007/s11071-005-2803-2

[5] Y.S. Martin, M. Gimenez, M. Rauch and J.Y. Hascoet VERNE - A New 5-Axes Hybrid Architecture Machining Center In 5th Chemnitzer Parallelkinematik Seminar, Chemnitz (Germany), 657-676 (2006)

[6] R.J. Prazenica, A.J. Kurdila, J.F. Vignola Spatial filtering and proper orthogonal decomposition of scanning laser Doppler vibrometry data for the non destructive evaluation of frescoes Journal of Sound and Vibration, Vol. 304, 735-751 (2007)

DOI: 10.1016/j.jsv.2007.03.027

[7] M. Rauch, J.Y. Hascoet, J.C. Hamann and Y. Plennel: A new approach for toolpath programming in incremental sheet forming International Journal for Material Forming Suppl 1, 1191-1194 (2008)

DOI: 10.1007/s12289-008-0154-5

[8] M. Rauch, J.Y. Hascoet, J.C. Hamann and Y. Plenel: Tool paths programming optimization for incremental sheet forming applications Computer-Aided Design, Vol. 41, Issue 12, 877-885 (2009)

DOI: 10.1016/j.cad.2009.06.006

[9] M. Rauch and J.Y. Hascoet: Interest of Multiphysics and Multilevel Simulation Approaches to Enhance the Machining Process Advanced Materials Research, Vol. 223, 891-899 (2011)

DOI: 10.4028/www.scientific.net/amr.223.891

[10] D. Ryckelynck, F. Chinesta, E. Cueto and A. Ammar: On the A Priori Model Reduction: Overview and Recent Developments Archives of Computational Methods in Engineering, State of the Art Reviews, 13/1, 91-128, (2006)

DOI: 10.1007/bf02905932

[11] F. Schmidt, N. Pirc, M. Mongeau and F. Chinesta: Efficient mould cooling optimization by using model reduction International Journal of Material Forming, 4/1, 71-82 (2011)

DOI: 10.1007/s12289-010-0988-5

[12] C.L. Tsai and Y.S. Liao: Prediction of cutting forces in ball-end milling by means of geometric analysis Journal of Materials Processing Technology Vol 205 24-53 (2008)

DOI: 10.1016/j.jmatprotec.2007.11.083