• Corpus ID: 10823215

Design Knowledge Exploration for the Conceptual Design of Tire Contours

@inproceedings{Koishi2014DesignKE,
  title={Design Knowledge Exploration for the Conceptual Design of Tire Contours},
  author={Masataka Koishi and Hiroyuki Miyajima and Naoya Kowatari},
  year={2014}
}
The importance of the rule of simulation at a conceptual design stage is pointed out recently. The methodology using multi-objective design optimization and data mining, which is called MODE (Multi-Objective Design Exploration), is helpful to find out design knowledge. In this study, we show that the design knowledge found by MODE is fruitful for decision making at a conceptual design stage of real world example i.e. contour design of a fuel efficient tire. Our procedure of MODE consists of… 

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References

SHOWING 1-10 OF 10 REFERENCES
Multi-Objective Design Problem of Tire Wear and Visualization of Its Pareto Solutions2
TLDR
A design procedure to solve multi-objective design problems as the comprehensive solver of inverse problems of tires and a multi- objective genetic algorithm is employed to find the Pareto solutions of tire performance, which are in multi-dimensional space of objective functions.
Multi-Objective Design Exploration for Aerodynamic Configurations
A new approach, Multi-Objective Design Exploration (MODE), is presented to address Multidisciplinary Design Optimization problems. MODE reveals the structure of the design space from the trade-off
Self-organizing map of Pareto solutions obtained from multiobjective supersonic wing design
TLDR
Self-Organizing Map (SOM) has been applied to analyze 766 Pareto solutions obtained from the four-objective aerodynamic optimization of supersonic wings using Evolutionary Algorithms and is confirmed to be a versatile datamining tool for aeronautical engineering.
Application of the Simulation to Elevate the Product Value
Numerical study on the effect of Dimple in the Flow Field around Wheel
  • Proceeding of 25th CFD Symposium
  • 2011
Multi-Objective Design Problem of Tire Wear and Visualization of Its Pareto Solutions
  • Tire Science and Technology
  • 2006
DATA MINIG, Practical Machine Learning Tools and Techniques
  • DATA MINIG, Practical Machine Learning Tools and Techniques
  • 2005
Version 5.7, Dassault Systémes Simulia Corp
  • Version 5.7, Dassault Systémes Simulia Corp
Version 6.13-1, Dassault Systémes Simulia Corp
  • Version 6.13-1, Dassault Systémes Simulia Corp
Viscovery SOMine Users Manual, Version 4
  • Eudaptics Software GmbH