Skip to main content
Top
Published in: Production Engineering 4-5/2017

08-07-2017 | Machine Tool

Model based controller design for the compensation of thermally induced deformations

Authors: Daniela Oetinger, Eckhard Arnold, Oliver Sawodny

Published in: Production Engineering | Issue 4-5/2017

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Modern industries demand the production of smaller and yet more complex parts requiring the machine tool itself to fulfill increasing precision standards. Thermal stability is crucial to satisfy the producer’s and the client’s expectations regarding the product’s quality and reliability. Using high-tech materials with very low coefficients of expansion, integrating water cooling or insulation can improve the thermal stability but is not always possible due to geometric constraints. In this paper, a systematic approach is suggested to compensate the thermally induced deformations by controlling a small number of additional cooling elements. The analytic description of the thermal-mechanical behavior is derived from a Finite Element system that allows the modeling of very complex machine geometries. The Balanced Truncation method is then applied to determine a reduced order model that is used for an optimization based feed-forward controller design. It will be shown that this controller not only significantly reduces the deformations but can also be successfully applied to the original high-order model. As perfect knowledge of both the model and the disturbances can rarely be guaranteed, a feedback controller is finally introduced to improve the compensation of thermally induced deformations.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference ANSYS (2013) ANSYS Mechanical APDL Theory Reference Release 15.0. ANSYS, Inc., 15th edn ANSYS (2013) ANSYS Mechanical APDL Theory Reference Release 15.0. ANSYS, Inc., 15th edn
2.
go back to reference Antoulas A (2005) Approximation of large-scale dynamical systems. Society for Industrial and Applied Mathematics (SIAM), Advances in Design and Control Antoulas A (2005) Approximation of large-scale dynamical systems. Society for Industrial and Applied Mathematics (SIAM), Advances in Design and Control
3.
go back to reference Benner P, Kürschner P, Saak J (2013a) Efficient handling of complex shift parameters in the low-rank Cholesky factor ADI method. Numer Algorithms 62(2):225–251MathSciNetCrossRefMATH Benner P, Kürschner P, Saak J (2013a) Efficient handling of complex shift parameters in the low-rank Cholesky factor ADI method. Numer Algorithms 62(2):225–251MathSciNetCrossRefMATH
4.
go back to reference Benner P, Saak J (2011) Efficient balancing-based MOR for large-scale second-order systems. Math Comput Model Dyn Syst 17(2):123–143MathSciNetCrossRefMATH Benner P, Saak J (2011) Efficient balancing-based MOR for large-scale second-order systems. Math Comput Model Dyn Syst 17(2):123–143MathSciNetCrossRefMATH
5.
go back to reference Benner P, Stykel T (2015) Model order reduction for differential-algebraic equations: a survey. Max Planck Institute Magdeburg Preprints Benner P, Stykel T (2015) Model order reduction for differential-algebraic equations: a survey. Max Planck Institute Magdeburg Preprints
6.
go back to reference Benner P, Kürschner P, Saak J (2013b) Self-generating and efficient shift parameters in ADI methods for large Lyapunov and Sylvester equations. Max Planck Institute Magdeburg Preprints Benner P, Kürschner P, Saak J (2013b) Self-generating and efficient shift parameters in ADI methods for large Lyapunov and Sylvester equations. Max Planck Institute Magdeburg Preprints
7.
8.
go back to reference Fraser S, Attia M, Osman M (2004) Control-oriented modeling of thermal deformation of machine tools based on inverse solution of time-variant thermal loads with delayed response. ASME J Manuf Sci Eng 126(2):286–296CrossRef Fraser S, Attia M, Osman M (2004) Control-oriented modeling of thermal deformation of machine tools based on inverse solution of time-variant thermal loads with delayed response. ASME J Manuf Sci Eng 126(2):286–296CrossRef
10.
go back to reference Horejs O, Mares M, Kohout P, Barta P, Hornych J (2010) Compensation of machine tool thermal errors based on transfer functions. MM Sci J 01:163–166CrossRef Horejs O, Mares M, Kohout P, Barta P, Hornych J (2010) Compensation of machine tool thermal errors based on transfer functions. MM Sci J 01:163–166CrossRef
11.
go back to reference Jorgensen BR, Shin YC (1997) Dynamics of machine tool spindle/bearing systems under thermal growth. J Tribol 119(4):875–882CrossRef Jorgensen BR, Shin YC (1997) Dynamics of machine tool spindle/bearing systems under thermal growth. J Tribol 119(4):875–882CrossRef
13.
go back to reference Lang N, Saak J, Benner P, Ihlenfeldt S, Nestmann S, SchSdlich K (2015) Towards the identification of heat induction in chip removing processes via an optimal control approach. Prod Eng 9(3):343–349. doi:10.1007/s11740-015-0608-9 CrossRef Lang N, Saak J, Benner P, Ihlenfeldt S, Nestmann S, SchSdlich K (2015) Towards the identification of heat induction in chip removing processes via an optimal control approach. Prod Eng 9(3):343–349. doi:10.​1007/​s11740-015-0608-9 CrossRef
14.
go back to reference Lang N, Saak J, Benner P (2014) Model order reduction for systems with moving loads. at-Automatisierungstechnik 62(7):512–522 Lang N, Saak J, Benner P (2014) Model order reduction for systems with moving loads. at-Automatisierungstechnik 62(7):512–522
15.
go back to reference Lewis F (2011) Course notes for EE 5321-Optimal Control Systems, 8 Output Feedback and Structured Control. Last accessed 11 Oct 2016 Lewis F (2011) Course notes for EE 5321-Optimal Control Systems, 8 Output Feedback and Structured Control. Last accessed 11 Oct 2016
17.
go back to reference Li J, Zhang W, Yang G, Tu S, Chen X (2009) Thermal-error modeling for complex physical systems: the-state-of-arts review. Int J Adv Manuf Technol 42(1–2):168–179CrossRef Li J, Zhang W, Yang G, Tu S, Chen X (2009) Thermal-error modeling for complex physical systems: the-state-of-arts review. Int J Adv Manuf Technol 42(1–2):168–179CrossRef
18.
go back to reference Lohmann B (1999) Zur Störgrößenaufschaltung im Zustandsraum (in German, Engl. On the disturbance feed-forward in state space representation.). Tagungsband GMA Fachausschuss 1:203–215 Lohmann B (1999) Zur Störgrößenaufschaltung im Zustandsraum (in German, Engl. On the disturbance feed-forward in state space representation.). Tagungsband GMA Fachausschuss 1:203–215
19.
go back to reference Longstaff AP, Fletcher S, Myers A (2005) Volumetric compensation for precision manufacture through a standard CNC controller. In: 20th Annual Meeting of the American Society for Precision Engineering Longstaff AP, Fletcher S, Myers A (2005) Volumetric compensation for precision manufacture through a standard CNC controller. In: 20th Annual Meeting of the American Society for Precision Engineering
20.
go back to reference Mayr J, Jedrzejewski J, Uhlmann E, Donmez MA, Knapp W, Härtig F, Wendt K, Moriwaki T, Shore P, Schmitt R, Brecher C, Wrz T, Wegener K (2012) Thermal issues in machine tools. CIRP Annals - Manufacturing Technology 61(2):771–791. doi:10.1016/j.cirp.2012.05.008 Mayr J, Jedrzejewski J, Uhlmann E, Donmez MA, Knapp W, Härtig F, Wendt K, Moriwaki T, Shore P, Schmitt R, Brecher C, Wrz T, Wegener K (2012) Thermal issues in machine tools. CIRP Annals - Manufacturing Technology 61(2):771–791. doi:10.​1016/​j.​cirp.​2012.​05.​008
21.
go back to reference Mian NS, Fletcher S, Longstaff AP, Myers A (2011) Efficient thermal error prediction in a machine tool using finite element analysis. Measurement Science and Technology 22(8):085,107 Mian NS, Fletcher S, Longstaff AP, Myers A (2011) Efficient thermal error prediction in a machine tool using finite element analysis. Measurement Science and Technology 22(8):085,107
22.
go back to reference Morishima T, van Ostayen R, van Eijk J, Schmidt RHM (2015) Thermal displacement error compensation in temperature domain. Precision Engineering Morishima T, van Ostayen R, van Eijk J, Schmidt RHM (2015) Thermal displacement error compensation in temperature domain. Precision Engineering
25.
go back to reference Oetinger D, Sawodny O (2015) Using model order reduction for disturbance feed forward control based on transient thermal finite element models. In: Control Applications (CCA), 2015 IEEE Conference on 3rd CIRP Conference on Process Machine Interactions, pp 1486–1491. doi:10.1016/j.procir.2012.10.012 Oetinger D, Sawodny O (2015) Using model order reduction for disturbance feed forward control based on transient thermal finite element models. In: Control Applications (CCA), 2015 IEEE Conference on 3rd CIRP Conference on Process Machine Interactions, pp 1486–1491. doi:10.​1016/​j.​procir.​2012.​10.​012
27.
go back to reference Rudnyi EB, Korvink JG (2002) Review: automatic model reduction for transient simulation of MEMS-based devices. Sens Update 11(1):3–33CrossRef Rudnyi EB, Korvink JG (2002) Review: automatic model reduction for transient simulation of MEMS-based devices. Sens Update 11(1):3–33CrossRef
28.
go back to reference Saak J (2009) Efficient numerical solution of large scale algebraic matrix equations in PDE control and model order reduction. PhD thesis, Technische Universität Chemnitz Saak J (2009) Efficient numerical solution of large scale algebraic matrix equations in PDE control and model order reduction. PhD thesis, Technische Universität Chemnitz
29.
go back to reference Saak J, Benner P, Kürschner P (2012) A goal-oriented dual LRCF-ADI for balanced truncation. In: MATHMOD 2012-7th Vienna International Conference on Mathematical Modelling, pp 752–757 Saak J, Benner P, Kürschner P (2012) A goal-oriented dual LRCF-ADI for balanced truncation. In: MATHMOD 2012-7th Vienna International Conference on Mathematical Modelling, pp 752–757
30.
go back to reference Schwenke H, Knapp W, Haitjema H, Weckenmann A, Schmitt R, Delbressine F (2008) Geometric error measurement and compensation of machines—an update. CIRP Ann Manuf Technol 57(2):660–675CrossRef Schwenke H, Knapp W, Haitjema H, Weckenmann A, Schmitt R, Delbressine F (2008) Geometric error measurement and compensation of machines—an update. CIRP Ann Manuf Technol 57(2):660–675CrossRef
31.
go back to reference Taniguchi N (1983) Current status in, and future trends of, ultraprecision machining and ultrafine materials processing. CIRP Ann Manuf Technol 32(2):573–582CrossRef Taniguchi N (1983) Current status in, and future trends of, ultraprecision machining and ultrafine materials processing. CIRP Ann Manuf Technol 32(2):573–582CrossRef
32.
go back to reference Thiem X, Großmann K, Mühl A (2015) Structural model-based correction of thermo-elastic machine tool errors. In: Thermo-energetic Design of Machine Tools, Springer, pp 185–197 Thiem X, Großmann K, Mühl A (2015) Structural model-based correction of thermo-elastic machine tool errors. In: Thermo-energetic Design of Machine Tools, Springer, pp 185–197
35.
go back to reference Wächter A, Biegler LT (2006) On the implementation of a primal-dual interior point filter line search algorithm for large-scale nonlinear programming. Math Progr 106(1):25–57CrossRefMATH Wächter A, Biegler LT (2006) On the implementation of a primal-dual interior point filter line search algorithm for large-scale nonlinear programming. Math Progr 106(1):25–57CrossRefMATH
36.
go back to reference Zhou P, Wang FY, Chen W, Lever P (2001) Optimal construction and control of flexible manipulators: a case study based on LQR output feedback. Mechatronics 11(1):59–77CrossRef Zhou P, Wang FY, Chen W, Lever P (2001) Optimal construction and control of flexible manipulators: a case study based on LQR output feedback. Mechatronics 11(1):59–77CrossRef
Metadata
Title
Model based controller design for the compensation of thermally induced deformations
Authors
Daniela Oetinger
Eckhard Arnold
Oliver Sawodny
Publication date
08-07-2017
Publisher
Springer Berlin Heidelberg
Published in
Production Engineering / Issue 4-5/2017
Print ISSN: 0944-6524
Electronic ISSN: 1863-7353
DOI
https://doi.org/10.1007/s11740-017-0750-7

Other articles of this Issue 4-5/2017

Production Engineering 4-5/2017 Go to the issue

Premium Partners