A model-based adaptive controller for chatter mitigation and productivity enhancement in CNC milling machines

Robotics and Computer-Integrated Manufacturing

Volumn 40, Issue , 2016, Pages 34-43

  Giorgio Bort, Carlos Maximiliano ^a   Leonesio, Marco ^b   Bosetti, Paolo ^a  

^a UNIVERSITY OF TRENTO   (Italy)

^b Institute of Industrial Technologies and Automation CNR   (Italy)

Author keywords

Machine tool; Milling; Optimal Control Theory, chatter; Process control

Indexed keywords

CONTROL THEORY; CONTROLLERS; CUTTING TOOLS; MACHINE TOOLS; MILLING (MACHINING); MILLING MACHINES; MODEL PREDICTIVE CONTROL; PREDICTIVE CONTROL SYSTEMS; QUALITY CONTROL; WEAR OF MATERIALS;

ADAPTIVE CONTROLLERS; CONTROL ARCHITECTURE; INTELLIGENT MANUFACTURING; LEVEL OF AUTOMATIONS; OPTIMAL CONTROL THEORY; PERFORMANCE ENHANCEMENTS; PRODUCTIVITY ENHANCEMENT; WORKPIECE MATERIALS;

PROCESS CONTROL;

EID: 84956971984     PISSN: 07365845     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rcim.2016.01.006     Document Type: Article

References (39)

1. S. Mekid, P. Pruschek, and J. Hernandez Beyond intelligent manufacturing: a new generation of flexible intelligent {NC} machines Mech. Mach. Theory 44 2 2009 466 476
2. W. Brian Rowe, Y. Li, B. Mills, and D.R. Allanson Application of intelligent CNC in grinding Comput. Ind. 31 1 1996 45 60
3. G. Weiss Multiagent Systems: A Modern Approach to Distributed Artificial Intelligence, Intelligent Robotics and Autonomous Agents Series 1999 MIT Press Cambridge (US)
4. I. Mahdavi, and B. Shirazi A review of simulation-based intelligent decision support system architecture for the adaptive control of flexible manufacturing systems J. Artif. Intell. 3 2010 201 219
5. Y. Altinta, and E. Budak Analytical prediction of stability lobes in milling CIRP Ann. Manuf. Technol. 44 1 1995 357 362
6. Y.S. Liao, and Y.C. Young A new on-line spindle speed regulation strategy for chatter control Int. J. Mach. Tools Manuf. 1996 651 660
7. N.J.M. van Dijk, E.J.J. Doppenberg, R.P.H. Faassen, N. van de Wouw, J.A.J. Oosterling, and H. Nijmeijer Automatic in-process chatter avoidance in the high-speed milling process J Dyn. Syst. Meas. Control 1322 March 2010 1 14
8. Jérémie Monnin, Fredy Kuster, and Konrad Wegener Optimal control for chatter mitigation in milling - Part 1: Modeling and control design Control Eng. Pract. 24 May 2014 156 166
9. M. Pedro, P. Pahud, The Frahm damper, in: Vibration Mechanics, Springer, The Netherlands, 1991, pp. 156-171.
10. K.J. Liu, and K.E. Rouch Optimal passive vibration control of cutting process stability in milling J. Mater. Process. Technol. 28 1-2 1991 285 294
11. A. Rashid, and C.M. Nicolescu Design and implementation of tuned viscoelastic dampers for vibration control in milling Int. J. Mach. Tools Manuf. 48 9 2008 1036 1053
12. J.L. Dohner, J.P. Lauffer, T.D. Hinnerichs, N. Shankar, M. Regelbrugge, C.M. Kwan, R. Xu, B. Winterbauer, and K. Bridger Mitigation of chatter instabilities in milling by active structural control J. Sound Vib. 269 1-2 2004 197 211
13. E. Abele, H. Hanselka, F. Haase, D. Schlote, and A. Schiffler Development and design of an active work piece holder driven by piezo actuators Prod. Eng. 2 4 2008 437 442
14. H. Moradi, M.R. Movahhedy, and G.R. Vossoughi Robust control strategy for suppression of regenerative chatter in turning J. Manuf. Process. 11 2 2009 55 65
15. H. Moradi, G. Vossoughi, M.R. Movahhedy, and H. Salarieh Suppression of nonlinear regenerative chatter in milling process via robust optimal control J. Process Control 23 5 2013 631 648
16. K.H. Hajikolaei, H. Moradi, G. Vossoughi, and M.R. Movahhedy Spindle speed variation and adaptive force regulation to suppress regenerative chatter in the turning process J. Manuf. Process. 12 2 2010 106 115
17. P. Albertelli, M. Leonesio, G. Bianchi, M. Monno, An analytical approach to optimize sinusoidal spindle speed variation in milling, in: Proceedings of The First International Conference on Process Machine Interactions (CIRP), 2008, Hannover.
18. J.P. Costes, and V. Moreau Surface roughness prediction in milling based on tool displacements J. Manuf. Process. 13 2011 133 140
19. M. Soori, B. Arezoo, and M. Habibi Virtual machining considering dimensional, geometrical and tool deflection errors in three-axis CNC milling machines J. Manuf. Syst. 33 4 2014 498 507
20. M.D. D'Addona, D. Matarazzo, A.M.M.S. Ullah, and R. Teti Tool wear control through cognitive paradigms Proc. CIRP 33 2015 221 226
21. B. Li A review of tool wear estimation using theoretical analysis and numerical simulation technologies Int. J. Refract. Metals Hard Mater. 35 2012 143 151
22. S. Doruk Merdol, and Yusuf Altintas Virtual cutting and optimization of three-axis milling processes Int. J. Mach. Tools Manuf. 48 August (10) 2008 1063 1071
23. P. Stavropoulos, D. Chantzis, C. Doukas, A. Papacharalampopoulos, and G. Chryssolouris Monitoring and control of manufacturing processes: a review Proc. CIRP 8 0 2013 421 425
24. A.G. Ulsoy, and Y. Koren Control of machining process Trans. ASME 115 1993
25. E. Bertolazzi, F. Biral, and M. Da Lio Real-time motion planning for multibody systems Multibody Syst. Dyn. 17 2-3 2007 119 139
26. P. Cannarsa, H. Frankowska, and E.M. Marchini On Bolza optimal control problems with constraints Discrete Contin. Dyn. Syst. Ser. B 3 2009 629 653
27. P. Bosetti, M. Leonesio, P. Parenti, On development of an optimal control system for real-time process optimization on milling machine tools, in: Proceedings of The Eighth CIRP Conference on Intelligent Computation in Manufacturing Engineering, 2012, Ischia.
28. G. Quintana, and J. Ciurana Chatter in machining processes: a review Int. J. Mach. Tools Manuf. 51 5 2011 363 376
29. A. Iglesias, J. Munoa, J. Ciurana, Optimisation of face milling operations with structural chatter using a stability model based process planning methodology, Int. J. Adv. Manuf. Technol (2013) 1-13.
30. S.S. Park, Y. Altintas, and M. Movahhedy Receptance coupling for end mills Int. J. Mach. Tools Manuf. 43 9 2003 889 896
31. A. Otto, and G. Radons Application of spindle speed variation for chatter suppression in turning CIRP J. Manuf. Sci. Technol. 6 2 2013 102 109
32. M. Born, and V. Fock Beweis des adiabatensatzes Z. Phys. 51 3-4 1928 165 180
33. Y. Altintas, G. Stepan, D. Merdol, and Z. Dombovari Chatter stability of milling in frequency and discrete time domain CIRP J. Manuf. Sci. Technol. 1 1 2008 35 44
34. F.N. Fritsch, and R.E. Carlson Monotone piecewise cubic interpolation SIAM: SIAM J. Numer. Anal. 17 1988 238 246
35. D.C. Montgomery Design and Analysis of Experiments. Student Solutions Manual 2008 John Wiley & Sons Hoboken
36. Y. Altintas Manufacturing Automation: Metal Cutting Mechanics Machine Tool Vibrations, and CNC Design 2000 Cambridge University Press Cambridge (UK)
37. I. Bediaga, J. Hernández, J.M. noa, and L.L. de Lacalle An automatic spindle speed selection strategy to obtain stability in high-speed milling Int. J. Mach. Tools Manuf. 49 5 2009 384 394
38. E. Kuljanic, M. Sortino, and G. Totis Multisensor approaches for chatter detection in milling J. Sound Vib. 312 4-5 2008 672 693
39. E. Budak, E.J.A. Armarego, and Y. Altintas Prediction of milling force coefficients from orthogonal cutting data J. Eng. Ind. 118 2 1996 216 224