Simultaneous parameter and tolerance optimization of structures via probability-interval mixed reliability model

Both structural sizes and dimensional tolerances strongly influence the manufacturing cost and the functional performance of a practical product. This paper presents an optimization method to simultaneously find the optimal combination of structural sizes and dimensional tolerances. Based on a probability-interval mixed reliability model, the imprecision of design parameters is modeled as interval uncertainties fluctuating within allowable tolerance bounds. The optimization model is defined as to minimize the total manufacturing cost under mixed reliability index constraints, which are further transformed into their equivalent formulations by using the performance measure approach. The optimization problem is then solved with the sequential approximate programming. Meanwhile, a numerically stable algorithm based on the trust region method is proposed to efficiently update the target performance points (TPPs) and the worst case points (WCPs), which shows better performance than traditional approaches for highly nonlinear problems. Numerical results reveal that reasonable dimensions and tolerances can be suggested for the minimum manufacturing cost and a desirable structural safety.

[1]  R. Grandhi,et al.  Efficient estimation of structural reliability for problems with uncertain intervals , 2002 .

[2]  Kyung K. Choi,et al.  A NEW STUDY ON RELIABILITY-BASED DESIGN OPTIMIZATION , 1999 .

[3]  C. Jiang,et al.  A new reliability analysis method for uncertain structures with random and interval variables , 2012 .

[4]  G. Cheng,et al.  A sequential approximate programming strategy for reliability-based structural optimization , 2006 .

[5]  L. F. Hauglund,et al.  Least Cost Tolerance Allocation for Mechanical Assemblies with Automated Process Selection , 1990 .

[6]  Jun Wang,et al.  The interval estimation of reliability for probabilistic and non-probabilistic hybrid structural system , 2010 .

[7]  Lei Jiang,et al.  A sequential approximate programming strategy for performance-measure-based probabilistic structural design optimization , 2008 .

[8]  Marek Balazinski,et al.  Tolerance allocation based on fuzzy logic and simulated annealing , 1996, J. Intell. Manuf..

[9]  Kwon-Hee Lee,et al.  Robust optimization considering tolerances of design variables , 2001 .

[10]  B. Youn,et al.  Enriched Performance Measure Approach for Reliability-Based Design Optimization. , 2005 .

[11]  Timothy K. Hasselman,et al.  Reliability based structural design optimization for practical applications , 1997 .

[12]  Zhan Kang,et al.  Structural reliability assessment based on probability and convex set mixed model , 2009 .

[13]  D. Ravindran,et al.  Multi-objective optimization for optimum tolerance synthesis with process and machine selection using a genetic algorithm , 2013 .

[14]  Joongki Ahn,et al.  Reliability-based wing design optimization using trust region-sequential quadratic programming framework , 2005 .

[15]  David J. Wagg,et al.  ASME 2007 International design engineering technical conferences & computers and information in engineering conference , 2007 .

[16]  Gary W. Fischer,et al.  A GA-based search method for the tolerance allocation problem , 2000, Artif. Intell. Eng..

[17]  Byung Chai Lee,et al.  Reliability-based design optimization using a family of methods of moving asymptotes , 2010 .

[18]  K. Sankaranarayanasamy,et al.  Optimal tolerance design of assembly for minimum quality loss and manufacturing cost using metaheuristic algorithms , 2009 .

[19]  I. Elishakoff,et al.  Combination of probabilistic and convex models of uncertainty when scarce knowledge is present on acoustic excitation parameters , 1993 .

[20]  Richard H. Byrd,et al.  A Trust Region Algorithm for Nonlinearly Constrained Optimization , 1987 .

[21]  M. Rosenblatt Remarks on a Multivariate Transformation , 1952 .

[22]  Sankaran Mahadevan,et al.  A direct decoupling approach for efficient reliability-based design optimization , 2006 .

[23]  Babak Forouraghi,et al.  Optimal tolerance allocation using a multiobjective particle swarm optimizer , 2009 .

[24]  Xiaoping Du Interval Reliability Analysis , 2007, DAC 2007.

[25]  B. Youn,et al.  Adaptive probability analysis using an enhanced hybrid mean value method , 2005 .

[26]  C. Jiang,et al.  Structural reliability analysis based on random distributions with interval parameters , 2011 .

[27]  Andrew Kusiak,et al.  Deterministic tolerance synthesis: a comparative study , 1995, Comput. Aided Des..

[28]  Ching-Shin Shiau,et al.  Optimal tolerance allocation for a sliding vane compressor , 2006 .

[29]  P. Asokan,et al.  Genetic-algorithm-based optimal tolerance allocation using a least-cost model , 2004 .

[30]  Xiaoping Du,et al.  Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design , 2004, DAC 2002.

[31]  Young-Soon Yang,et al.  A comparative study on reliability-index and target-performance-based probabilistic structural design optimization , 2002 .

[32]  Z. Kang,et al.  Reliability-based structural optimization with probability and convex set hybrid models , 2010 .

[33]  Chun Zhang,et al.  Integrated tolerance optimisation with simulated annealing , 1993 .

[34]  Zuomin Dong,et al.  New Production Cost-Tolerance Models for Tolerance Synthesis , 1994 .

[35]  Jean-Yves Dantan,et al.  Improved algorithm for tolerance allocation based on Monte Carlo simulation and discrete optimization , 2009, Comput. Ind. Eng..

[36]  C. Balamurugan,et al.  Simultaneous optimal selection of design and manufacturing tolerances with alternative manufacturing process selection , 2011, Comput. Aided Des..

[37]  K. Sivakumar,et al.  Concurrent multi-objective tolerance allocation of mechanical assemblies considering alternative manufacturing process selection , 2011 .

[38]  M. F. Spotts Allocation of Tolerances to Minimize Cost of Assembly , 1973 .

[39]  Singiresu S Rao,et al.  Optimum tolerance allocation in mechanical assemblies using an interval method , 2005 .

[40]  G. Kharmanda,et al.  Efficient reliability-based design optimization using a hybrid space with application to finite element analysis , 2002 .

[41]  Jie Liu,et al.  Probability-interval hybrid reliability analysis for cracked structures existing epistemic uncertainty , 2013 .