Optimal Design Using Design of Experiment

thumbnail image: Optimal Design Using Design of Experiment

With growing public concern regarding the rising price of fossil fuel and the greenhouse gas emissions, the automotive industry is faced with the increasing challenge of developing more fuel-efficient vehicles. Savings in weight using lightweight materials such as aluminum can lead to increased fuel economy and reduction in pollution.

Aluminum has superior corrosion-resistance and recyclability compared to mild or high strength steel. Usage of aluminum would, however, undoubtedly have a negative impact on cost. But it may be possible to meet the cost goals by optimizing design using Computer Aided Engineering (CAE), and minimizing expenses related to manufacturing.

In a major study structure analyses using CAE and Design of Experiment (DoE) were carried out by a joint venture of Korean institutes: The Tongmyong University in Busan, the Korea Institute of Machinery & Materials in Taejon, the Seojeong College in Gyeonggi-do, and the Ssang Yong Motor Company. In this study, a new link shape was suggested by adding vertical ribs to an existing I-beam type link. The Institutes investigated how each design parameter makes an effect on weight, maximum von Mises stress and stiffness.

The steel made track rod of rear chassis components of a sport utility vehicle (SUV) was determined to reduce its weight using aluminum material. The track rod will be produced by a liquid metal forging process, which has less shrinkage cavity, pin hole and blow hole and better mechanical characteristics compared to the low pressure die casting process.

In this process in order to apply the liquid metal forging process by a slanted die, a basic angle must be given which was one constraint of design. The minimum size must be bigger than 8 mm in order to make the liquid metal flow smoothly in the die, which was another constraint of design.

Design of Experiment (DoE) for 64 cases of the full factorial design with 6 parameters and 2 levels was performed. One end of the track rod was completely fixed and the other end was subjected to x-, y-, or z-direction load. For each case, weight, stiffness and maximum von Mises stress were calculated. Criteria in reliability were that the stiffness was equal or more than that of the existing steel component and maximum von Mises stress was equal or less than 20% of ultimate tensile strength.

In order to investigate how much each design parameter influences the weight and stiffnesses, analysis of variance was performed for the stiffness under each load and weight. The larger the dimension of the parameter was, the higher the stress was and vice versa.

The 3 parameters most effective on stiffness and weight, the width of the link, the height of the vertical rib, and the thickness of the rib, were determined. The dimension of the track rod was optimized using FE analyses for the DoE cases of full factorial design and through response surface analysis. The weight of the aluminum track rod obtained was less than 2/3 of that of the initial steel track rod. The stiffness of the aluminum rod was remarkably increased.

J.-H. Park et al., Materialwissenschaft und Werkstofftechnik ; DOI: 10.1002/mawe.201000614

author image

Comments (0) - To add a comment please sign in

Please sign in below

If you do not have a login please register for an account

Or, you can login using:

Search the Site

Sign in to MaterialsViews.com

Please sign in below

Register now | Forgot your password?

Or, you can login using:

Follow MaterialsViews.com

Featured Job


In-Kind Coordination Assistants (m / f)

GSI Helmholtzzentrum für Schwerionenforschung GmbH
Posted: 2010-09-08

More Jobs

Featured Event


Nano2010

Sep 13, 2010 - Sep 17, 2010



More Events

Featured Product


Fiber-reinforced Diode Laser with Integrated Frequency Conversion

Narrow-band output power diode laser with integrated frequency conversion at 556 nm, 280 nm or 589 nm.

More Products

High-Femtosecond Laser with Variable Pulse Length and Repetition Rate

A diode-pumped femtosecond laser with integrated oscillator and amplifier.

More Products

  1. 1
  2. 2
Take our Materials Science survey and win a Kindle!



MaterialsViewsChina.com link