A novel feedback control system – Controlling the material flow in deep drawing using distributed blank-holder force
The performance of a feedback control system is often limited by the quality of the model on which it is based, and often the controller design is based on trial and error due to insufficient modeling capabilities. A framework is proposed where the controller design is based on classical state space...
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Published in | Journal of materials processing technology Vol. 213; no. 1; pp. 36 - 50 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Elsevier B.V
01.01.2013
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Subjects | |
Online Access | Get full text |
ISSN | 0924-0136 |
DOI | 10.1016/j.jmatprotec.2012.08.003 |
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Abstract | The performance of a feedback control system is often limited by the quality of the model on which it is based, and often the controller design is based on trial and error due to insufficient modeling capabilities. A framework is proposed where the controller design is based on classical state space control theory and time series. The system plant has been modeled using non-linear finite element and the gain factors for the control loop were identified by solving the optimal control problem using a non-linear least square optimization algorithm.
The proposed design method has been applied on a deep drawing operation where the objective was to control material flow throughout the part using only spatial information regarding flange draw-in. The control system controls both the magnitude and distribution of the blank-holder force.
The methodology proved stable and flexible with respect to controlling the dynamic behavior of the system and the numerical tests showed that it is possible to control the material flow.
Preliminary experimental results show that the proposed control system can eliminate process instability when the process is subject to a systematic error. |
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AbstractList | The performance of a feedback control system is often limited by the quality of the model on which it is based, and often the controller design is based on trial and error due to insufficient modeling capabilities. A framework is proposed where the controller design is based on classical state space control theory and time series. The system plant has been modeled using non-linear finite element and the gain factors for the control loop were identified by solving the optimal control problem using a non-linear least square optimization algorithm.
The proposed design method has been applied on a deep drawing operation where the objective was to control material flow throughout the part using only spatial information regarding flange draw-in. The control system controls both the magnitude and distribution of the blank-holder force.
The methodology proved stable and flexible with respect to controlling the dynamic behavior of the system and the numerical tests showed that it is possible to control the material flow.
Preliminary experimental results show that the proposed control system can eliminate process instability when the process is subject to a systematic error. The performance of a feedback control system is often limited by the quality of the model on which it is based, and often the controller design is based on trial and error due to insufficient modeling capabilities. A framework is proposed where the controller design is based on classical state space control theory and time series. The system plant has been modeled using non-linear finite element and the gain factors for the control loop were identified by solving the optimal control problem using a non-linear least square optimization algorithm. The performance of a feedback control system is often limited by the quality of the model on which it is based, and often the controller design is based on trial and error due to insufficient modeling capabilities. A framework is proposed where the controller design is based on classical state space control theory and time series. The system plant has been modeled using non-linear finite element and the gain factors for the control loop were identified by solving the optimal control problem using a non-linear least square optimization algorithm. The proposed design method has been applied on a deep drawing operation where the objective was to control material flow throughout the part using only spatial information regarding flange draw-in. The control system controls both the magnitude and distribution of the blank-holder force. The methodology proved stable and flexible with respect to controlling the dynamic behavior of the system and the numerical tests showed that it is possible to control the material flow. |
Author | Danckert, Joachim Tommerup, Søren Endelt, Benny |
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Keywords | Finite element method Closed loop control Reducing scrap Optimal control Sheet metal In-process control Non-linear least square Tool design Deep drawing Feedback control Process robustness Optimization |
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References | Endelt, B., 2003. Least Square Optimization Techniques Applied on Sheet Metal Forming. Ph.D. thesis. Department of Production, Aalborg University, Denmark. ISBN: 87-91200-18-0. Sorensen (bib0110) 1982; 19 Braunlich, Neugebauer (bib0010) 2001 Danckert, J., 2005. Analysis of deep drawing, ironing and backward can extrusion with main emphasis on residuel stresses and process robustness. The Sheet Metal Forming Group, Department of Production, Aalborg University Denmark. Doctoral thesis. Cao, J., Lee, J., Peshkin, M., 2004. United States Patents. Patent No. US 6,769,280 B2. Lo, Yang (bib0085) 2004; 24 Siegert, Ziegler, Wagner (bib0105) 1997; 71 Eriksson (bib0070) 1999; 39 Al-Baali, Fletcher (bib0005) 1985; 36 Endelt, Danckert (bib0055) 2009; 2 Eriksson, J., 1996. Optimization and Regulation of Nonlinear Least Square Problems. Ph.D. thesis. Department of Computer Science, Umeå University Sweden. ISBN: 91-7191-196-0. Doege, Schmidt-Jrgensen, Huinink, Yun (bib0035) 2003; 52 Mahayotsanun, Cao, Peshkin (bib0090) 2005 Mahayotsanun, Sah, Cao, Peshkin, Gao, tao Wang (bib0095) 2009; 49 Endelt, Nielsen, Danckert (bib0060) 2006; 177 Huschens (bib0080) 1994; 4 Endelt, Danckert (bib0050) 2008 Doege, E., Seidel, H.J., Griesbach, B., Yun, J.W., 2002. Contactless on-line measurement of material flow for closed loop control of deep drawing. Journal of Materials Processing Technology 130131, 95–99. AFDM 2002 S.I. Franklin, Powell (bib0075) 1998 Conn, A.R., Gould, N.I.M., Toint, P.L., 2000. Trust-Region Methods. Optimization, SIAM. ISBN: 0-89871-460-5. Nielsen (bib0100) 2002 Damborg, Jensen (bib0025) 2000; 29 Tommerup, Endelt (bib0115) 2012; 212 10.1016/j.jmatprotec.2012.08.003_bib0040 Endelt (10.1016/j.jmatprotec.2012.08.003_bib0050) 2008 10.1016/j.jmatprotec.2012.08.003_bib0020 10.1016/j.jmatprotec.2012.08.003_bib0030 Siegert (10.1016/j.jmatprotec.2012.08.003_bib0105) 1997; 71 10.1016/j.jmatprotec.2012.08.003_bib0065 10.1016/j.jmatprotec.2012.08.003_bib0045 Nielsen (10.1016/j.jmatprotec.2012.08.003_bib0100) 2002 10.1016/j.jmatprotec.2012.08.003_bib0015 Franklin (10.1016/j.jmatprotec.2012.08.003_bib0075) 1998 Doege (10.1016/j.jmatprotec.2012.08.003_bib0035) 2003; 52 Mahayotsanun (10.1016/j.jmatprotec.2012.08.003_bib0095) 2009; 49 Sorensen (10.1016/j.jmatprotec.2012.08.003_bib0110) 1982; 19 Eriksson (10.1016/j.jmatprotec.2012.08.003_bib0070) 1999; 39 Mahayotsanun (10.1016/j.jmatprotec.2012.08.003_bib0090) 2005 Damborg (10.1016/j.jmatprotec.2012.08.003_bib0025) 2000; 29 Lo (10.1016/j.jmatprotec.2012.08.003_bib0085) 2004; 24 Tommerup (10.1016/j.jmatprotec.2012.08.003_bib0115) 2012; 212 Endelt (10.1016/j.jmatprotec.2012.08.003_bib0055) 2009; 2 Huschens (10.1016/j.jmatprotec.2012.08.003_bib0080) 1994; 4 Al-Baali (10.1016/j.jmatprotec.2012.08.003_bib0005) 1985; 36 Braunlich (10.1016/j.jmatprotec.2012.08.003_bib0010) 2001 Endelt (10.1016/j.jmatprotec.2012.08.003_bib0060) 2006; 177 |
References_xml | – reference: Danckert, J., 2005. Analysis of deep drawing, ironing and backward can extrusion with main emphasis on residuel stresses and process robustness. The Sheet Metal Forming Group, Department of Production, Aalborg University Denmark. Doctoral thesis. – volume: 52 start-page: 225 year: 2003 end-page: 228 ident: bib0035 article-title: Development of an optical sensor for the measurement of the material flow in deep drawing processes publication-title: CIRP Annals – Manufacturing Technology – reference: Doege, E., Seidel, H.J., Griesbach, B., Yun, J.W., 2002. Contactless on-line measurement of material flow for closed loop control of deep drawing. Journal of Materials Processing Technology 130131, 95–99. AFDM 2002 S.I. – volume: 39 start-page: 228 year: 1999 end-page: 254 ident: bib0070 article-title: Quasi-newton methods for nonlinear least squares focusing on curvatures publication-title: Bit Numerical Mathematics – reference: Endelt, B., 2003. Least Square Optimization Techniques Applied on Sheet Metal Forming. Ph.D. thesis. Department of Production, Aalborg University, Denmark. ISBN: 87-91200-18-0. – reference: Cao, J., Lee, J., Peshkin, M., 2004. United States Patents. Patent No. US 6,769,280 B2. – volume: 24 start-page: 553 year: 2004 end-page: 559 ident: bib0085 article-title: Closed-loop control of the blank holding force in sheet metal forming with a new embedded-type displacement sensor publication-title: The International Journal of Advanced Manufacturing Technology – year: 2005 ident: bib0090 article-title: A Draw-in Sensor for Process Control and Optimization – year: 2001 ident: bib0010 article-title: Closed loop control of deep drawing processes publication-title: SheMet 2001 – volume: 177 start-page: 426 year: 2006 end-page: 429 ident: bib0060 article-title: New framework for on-line feedback control of a deep-drawing operation publication-title: Journal of Materials Processing Technology – volume: 212 start-page: 2529 year: 2012 end-page: 2540 ident: bib0115 article-title: Experimental verification of a deep drawing tool system for adaptive blank holder pressure distribution publication-title: Journal of Materials Processing Technology – volume: 36 start-page: 405 year: 1985 end-page: 421 ident: bib0005 article-title: Variational method for non-linear least squares publication-title: Journal of the Operational Research Society – start-page: 267 year: 2002 end-page: 272 ident: bib0100 article-title: Shimming – an experimental and numerical approach to include tool shimming publication-title: NumiSheet: 2002 – volume: 29 start-page: 63 year: 2000 end-page: 70 ident: bib0025 article-title: Hydromechanical deep drawing publication-title: Scandinavian Journal of Metallurgy – start-page: 877 year: 2008 end-page: 882 ident: bib0050 article-title: Optimal draw-in and feedback control using distributed blank-holder force publication-title: Numisheet 2008, Institute of Virtual Manufacturing – volume: 2 start-page: 339 year: 2009 end-page: 342 ident: bib0055 article-title: Feedback control of a forming process and the impact of normal distributed sampling noise publication-title: International Journal of Material Forming – volume: 19 start-page: 409 year: 1982 end-page: 426 ident: bib0110 article-title: Newton's method with a model trust region modification publication-title: The SIAM Journal on Numerical Analysis – year: 1998 ident: bib0075 article-title: Digital Control of Dynamic Systems – volume: 71 start-page: 126 year: 1997 end-page: 133 ident: bib0105 article-title: Closed loop control of the friction force. deep drawing process publication-title: Journal of Materials Processing Technology – reference: Conn, A.R., Gould, N.I.M., Toint, P.L., 2000. Trust-Region Methods. Optimization, SIAM. ISBN: 0-89871-460-5. – reference: Eriksson, J., 1996. Optimization and Regulation of Nonlinear Least Square Problems. Ph.D. thesis. Department of Computer Science, Umeå University Sweden. ISBN: 91-7191-196-0. – volume: 4 start-page: 108 year: 1994 end-page: 129 ident: bib0080 article-title: On the use of product structure in secant methods for nonlinear least squares problems publication-title: SIAM Journal of Optimization – volume: 49 start-page: 634 year: 2009 end-page: 644 ident: bib0095 article-title: Tooling-integrated sensing systems for stamping process monitoring publication-title: International Journal of Machine Tools and Manufacture – volume: 2 start-page: 339 year: 2009 ident: 10.1016/j.jmatprotec.2012.08.003_bib0055 article-title: Feedback control of a forming process and the impact of normal distributed sampling noise publication-title: International Journal of Material Forming doi: 10.1007/s12289-009-0605-7 – volume: 212 start-page: 2529 issue: 11 year: 2012 ident: 10.1016/j.jmatprotec.2012.08.003_bib0115 article-title: Experimental verification of a deep drawing tool system for adaptive blank holder pressure distribution publication-title: Journal of Materials Processing Technology doi: 10.1016/j.jmatprotec.2012.06.015 – volume: 29 start-page: 63 year: 2000 ident: 10.1016/j.jmatprotec.2012.08.003_bib0025 article-title: Hydromechanical deep drawing publication-title: Scandinavian Journal of Metallurgy doi: 10.1034/j.1600-0692.2000.d01-7.x – volume: 52 start-page: 225 year: 2003 ident: 10.1016/j.jmatprotec.2012.08.003_bib0035 article-title: Development of an optical sensor for the measurement of the material flow in deep drawing processes publication-title: CIRP Annals – Manufacturing Technology doi: 10.1016/S0007-8506(07)60571-X – volume: 177 start-page: 426 year: 2006 ident: 10.1016/j.jmatprotec.2012.08.003_bib0060 article-title: New framework for on-line feedback control of a deep-drawing operation publication-title: Journal of Materials Processing Technology doi: 10.1016/j.jmatprotec.2006.04.026 – ident: 10.1016/j.jmatprotec.2012.08.003_bib0020 doi: 10.1137/1.9780898719857 – ident: 10.1016/j.jmatprotec.2012.08.003_bib0030 – volume: 36 start-page: 405 year: 1985 ident: 10.1016/j.jmatprotec.2012.08.003_bib0005 article-title: Variational method for non-linear least squares publication-title: Journal of the Operational Research Society doi: 10.1057/jors.1985.68 – year: 2005 ident: 10.1016/j.jmatprotec.2012.08.003_bib0090 – volume: 39 start-page: 228 year: 1999 ident: 10.1016/j.jmatprotec.2012.08.003_bib0070 article-title: Quasi-newton methods for nonlinear least squares focusing on curvatures publication-title: Bit Numerical Mathematics doi: 10.1023/A:1022337728742 – volume: 24 start-page: 553 year: 2004 ident: 10.1016/j.jmatprotec.2012.08.003_bib0085 article-title: Closed-loop control of the blank holding force in sheet metal forming with a new embedded-type displacement sensor publication-title: The International Journal of Advanced Manufacturing Technology doi: 10.1007/s00170-003-1711-1 – ident: 10.1016/j.jmatprotec.2012.08.003_bib0065 – year: 1998 ident: 10.1016/j.jmatprotec.2012.08.003_bib0075 – start-page: 267 year: 2002 ident: 10.1016/j.jmatprotec.2012.08.003_bib0100 article-title: Shimming – an experimental and numerical approach to include tool shimming – volume: 71 start-page: 126 year: 1997 ident: 10.1016/j.jmatprotec.2012.08.003_bib0105 article-title: Closed loop control of the friction force. deep drawing process publication-title: Journal of Materials Processing Technology doi: 10.1016/S0924-0136(97)00158-1 – ident: 10.1016/j.jmatprotec.2012.08.003_bib0040 doi: 10.1016/S0924-0136(02)00763-X – start-page: 877 year: 2008 ident: 10.1016/j.jmatprotec.2012.08.003_bib0050 article-title: Optimal draw-in and feedback control using distributed blank-holder force – volume: 49 start-page: 634 year: 2009 ident: 10.1016/j.jmatprotec.2012.08.003_bib0095 article-title: Tooling-integrated sensing systems for stamping process monitoring publication-title: International Journal of Machine Tools and Manufacture doi: 10.1016/j.ijmachtools.2009.01.009 – volume: 19 start-page: 409 year: 1982 ident: 10.1016/j.jmatprotec.2012.08.003_bib0110 article-title: Newton's method with a model trust region modification publication-title: The SIAM Journal on Numerical Analysis doi: 10.1137/0719026 – ident: 10.1016/j.jmatprotec.2012.08.003_bib0015 – volume: 4 start-page: 108 issue: 1 year: 1994 ident: 10.1016/j.jmatprotec.2012.08.003_bib0080 article-title: On the use of product structure in secant methods for nonlinear least squares problems publication-title: SIAM Journal of Optimization doi: 10.1137/0804005 – year: 2001 ident: 10.1016/j.jmatprotec.2012.08.003_bib0010 article-title: Closed loop control of deep drawing processes – ident: 10.1016/j.jmatprotec.2012.08.003_bib0045 |
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SubjectTerms | Closed loop control Control systems Deep drawing Design engineering Dynamical systems Dynamics Feedback control Finite element method In-process control Least squares method Mathematical analysis Mathematical models Non-linear least square Nonlinearity Optimal control Optimization Process robustness Reducing scrap Sheet metal Time series Tool design |
Title | A novel feedback control system – Controlling the material flow in deep drawing using distributed blank-holder force |
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