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 inJournal of materials processing technology Vol. 213; no. 1; pp. 36 - 50
Main Authors Endelt, Benny, Tommerup, Søren, Danckert, Joachim
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.01.2013
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ISSN0924-0136
DOI10.1016/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.
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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Issue 1
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
Language English
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Snippet 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...
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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
URI https://dx.doi.org/10.1016/j.jmatprotec.2012.08.003
https://www.proquest.com/docview/1365117433
https://www.proquest.com/docview/1513477721
Volume 213
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