4.5 Article

A new interval optimization method considering tolerance design

Journal

ENGINEERING OPTIMIZATION
Volume 47, Issue 12, Pages 1637-1650

Publisher

TAYLOR & FRANCIS LTD
DOI: 10.1080/0305215X.2014.982632

Keywords

interval optimization; non-probabilistic uncertainty; tolerance design; possibility degree of interval

Funding

  1. National Science Foundation for Excellent Young Scholars [51222502]
  2. National Science Foundation of China [11172096]
  3. Foundation for the Author of National Excellent Doctoral Dissertation of PR China [201235]
  4. Open fund for State Key Laboratory of construction machinery [SKLCM2014-1]

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This study considers the design variable uncertainty in the actual manufacturing process for a product or structure and proposes a new interval optimization method based on tolerance design, which can provide not only an optimal design but also the allowable maximal manufacturing errors that the design can bear. The design variables' manufacturing errors are depicted using the interval method, and an interval optimization model for the structure is constructed. A dimensionless design tolerance index is defined to describe the overall uncertainty of all design variables, and by combining the nominal objective function, a deterministic two-objective optimization model is built. The possibility degree of interval is used to represent the reliability of the constraints under uncertainty, through which the model is transformed to a deterministic optimization problem. Three numerical examples are investigated to verify the effectiveness of the present method.

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