Numerical optimization of variable blank holder force trajectory and blank shape for twist springback reduction using sequential approximate optimization

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-019-03521-8 ◽

2019 ◽

Vol 103 (1-4) ◽

pp. 63-75 ◽

Author(s):

Satoshi Kitayama ◽

Ryoto Ishizuki ◽

Masaki Yokoyaka ◽

Kiichiro Kawamoto ◽

Shinji Natsume ◽

...

Keyword(s):

Numerical Optimization ◽

Sequential Approximate Optimization ◽

Blank Holder Force ◽

Blank Holder ◽

Approximate Optimization ◽

Variable Blank Holder Force ◽

Blank Shape ◽

Twist Springback ◽

Springback Reduction

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Optimization of blank shape and segmented variable blank holder force trajectories in deep drawing using sequential approximate optimization

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-016-9877-5 ◽

2016 ◽

Vol 91 (5-8) ◽

pp. 1809-1821 ◽

Author(s):

Satoshi Kitayama ◽

Hiroki Koyama ◽

Kiichiro Kawamoto ◽

Takuji Miyasaka ◽

Ken Yamamichi ◽

...

Keyword(s):

Deep Drawing ◽

Sequential Approximate Optimization ◽

Blank Holder Force ◽

Blank Holder ◽

Approximate Optimization ◽

Variable Blank Holder Force ◽

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Multi-objective optimization of blank shape for deep drawing with variable blank holder force via sequential approximate optimization

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-015-1293-1 ◽

2015 ◽

Vol 52 (5) ◽

pp. 1001-1012 ◽

Author(s):

Satoshi Kitayama ◽

Marina Saikyo ◽

Kiichiro Kawamoto ◽

Ken Yamamichi

Keyword(s):

Deep Drawing ◽

Sequential Approximate Optimization ◽

Multi Objective Optimization ◽

Blank Holder Force ◽

Blank Holder ◽

Approximate Optimization ◽

Multi Objective ◽

Variable Blank Holder Force ◽

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Optimization of Initial Blank Shape with a Variable Blank Holder Force in Deep-Drawing via Sequential Approximate Optimization

Journal of Advanced Mechanical Design Systems and Manufacturing ◽

10.1299/jamdsm.6.1093 ◽

2012 ◽

Vol 6 (7) ◽

pp. 1093-1106 ◽

Author(s):

Jirasak SRIRAT ◽

Satoshi KITAYAMA ◽

Koetsu YAMAZAKI

Keyword(s):

Deep Drawing ◽

Sequential Approximate Optimization ◽

Blank Holder Force ◽

Blank Holder ◽

Approximate Optimization ◽

Variable Blank Holder Force ◽

Initial Blank ◽

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Optimization of variable blank holder force trajectory for springback reduction via sequential approximate optimization with radial basis function network

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-012-0824-2 ◽

2012 ◽

Vol 47 (2) ◽

pp. 289-300 ◽

Author(s):

Satoshi Kitayama ◽

Suisheng Huang ◽

Koetsu Yamazaki

Keyword(s):

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Sequential Approximate Optimization ◽

Blank Holder Force ◽

Blank Holder ◽

Approximate Optimization ◽

Variable Blank Holder Force ◽

Springback Reduction ◽

Function Network

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Numerical optimization of blank shape and sloped variable blank holder force tarjectory for an automotive part

The Proceedings of Conference of Hokuriku-Shinetsu Branch ◽

10.1299/jsmehs.2021.58.b015 ◽

2021 ◽

Vol 2021.58 (0) ◽

pp. B015

Author(s):

Kazuho SHIMIZU ◽

Satoshi KITAYAMA

Keyword(s):

Numerical Optimization ◽

Blank Holder Force ◽

Blank Holder ◽

Variable Blank Holder Force ◽

Automotive Part ◽

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Simultaneous Optimization of Variable Blank Holder Force Trajectory and Tools Motion in Deep Drawing via Sequential Approximate Optimization

Journal of Advanced Mechanical Design Systems and Manufacturing ◽

10.1299/jamdsm.6.1081 ◽

2012 ◽

Vol 6 (7) ◽

pp. 1081-1092 ◽

Author(s):

Jirasak SRIRAT ◽

Satoshi KITAYAMA ◽

Koetsu YAMAZAKI

Keyword(s):

Deep Drawing ◽

Sequential Approximate Optimization ◽

Simultaneous Optimization ◽

Blank Holder Force ◽

Blank Holder ◽

Approximate Optimization ◽

Variable Blank Holder Force

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1309 Simultaneous Optimization of Variable Blank Holder Force Trajectory and Tools Motion Drawing via Sequential Approximate Optimization

The Proceedings of Design & Systems Conference ◽

10.1299/jsmedsd.2013.23._1309-1_ ◽

2013 ◽

Vol 2013.23 (0) ◽

pp. _1309-1_-_1309-8_

Author(s):

Satoshi KITAYAMA ◽

Jirasak SRIRAT ◽

Koetsu YAMAZAKI

Keyword(s):

Sequential Approximate Optimization ◽

Simultaneous Optimization ◽

Blank Holder Force ◽

Blank Holder ◽

Approximate Optimization ◽

Variable Blank Holder Force

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Springback reduction with control of punch speed and blank holder force via sequential approximate optimization with radial basis function network

International Journal of Mechanics and Materials in Design ◽

10.1007/s10999-013-9234-x ◽

2013 ◽

Vol 10 (2) ◽

pp. 109-119 ◽

Author(s):

Satoshi Kitayama ◽

Hiroki Yoshioka

Keyword(s):

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Sequential Approximate Optimization ◽

Blank Holder Force ◽

Blank Holder ◽

Approximate Optimization ◽

Punch Speed ◽

Springback Reduction ◽

Function Network

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Numerical optimization of blank shape and sloped variable blank holder force trajectory for an automotive part

Journal of Advanced Mechanical Design Systems and Manufacturing ◽

10.1299/jamdsm.2021jamdsm0027 ◽

2021 ◽

Vol 15 (3) ◽

pp. JAMDSM0027-JAMDSM0027

Author(s):

Satoshi KITAYAMA ◽

Kazuho SHIMIZU ◽

Kiichiro KAWAMOTO

Keyword(s):

Numerical Optimization ◽

Blank Holder Force ◽

Blank Holder ◽

Variable Blank Holder Force ◽

Automotive Part ◽

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Numerical optimization of blank shape considering flatness and variable blank holder force for cylindrical cup deep drawing

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-015-8087-x ◽

2015 ◽

Vol 85 (9-12) ◽

pp. 2389-2400 ◽

Author(s):

Satoshi Kitayama ◽

Shinji Natsume ◽

Koetsu Yamazaki ◽

Jing Han ◽

Hiroaki Uchida

Keyword(s):

Deep Drawing ◽

Numerical Optimization ◽

Blank Holder Force ◽

Blank Holder ◽

Variable Blank Holder Force ◽

Blank Shape ◽

Cylindrical Cup

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