Development of Trade-Off Study Technique Between Vehicle Body in White Mass and Stiffness Using Multi- Objective Design Exploration Algorithm
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- Morita Masaoki
- トヨタ自動車(株)
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- Fujita Yoshio
- トヨタ自動車(株)
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- Kojima Shigeki
- トヨタ自動車(株)
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- Ono Tomoya
- トヨタ自動車(株)
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- Kawahara Kosho
- トヨタ自動車(株)
Bibliographic Information
- Other Title
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- 多目的設計探査手法を活用した車体質量と剛性のトレードオフ検討技術の開発
Description
In this paper, trade-off study technique between vehicle body in white mass and stiffness is proposed by using multi-objective design exploration algorithm. After sampling analysis for the part thickness, surrogate models were created by machine learning technique. Pareto front was specified by use of the surrogate model, and the specifications of the Pareto solution enabled countermeasure study to achieve the target between vehicle body in white mass and stiffness.
Journal
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- Transactions of Society of Automotive Engineers of Japan
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Transactions of Society of Automotive Engineers of Japan 54 (5), 863-868, 2023
Society of Automotive Engineers of Japan
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Details 詳細情報について
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- CRID
- 1390297228018095232
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- ISSN
- 18830811
- 02878321
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- Text Lang
- ja
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- Data Source
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- JaLC
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- Abstract License Flag
- Disallowed