Reliability-based robust design optimization of vehicle components, Part I: Theory
Yimin ZHANG
Reliability-based robust design optimization of vehicle components, Part I: Theory
The reliability-based design optimization, the reliability sensitivity analysis and robust design method are employed to present a practical and effective approach for reliability-based robust design optimization of vehicle components. A procedure for reliability-based robust design optimization of vehicle components is proposed. Application of the method is illustrated by reliability-based robust design optimization of axle and spring. Numerical results have shown that the proposed method can be trusted to perform reliability-based robust design optimization of vehicle components.
vehicle components / reliability-based design optimization / reliability-based sensitivity analysis / multi-objective optimization / robust design
[1] |
Ang A H S, Tang W H. Probability Concepts in Engineering Planning and Design, Volume I: Basic Principles. New York: Wiley, 1975
|
[2] |
Kapur K C, Lamberson L R. Reliability in Engineering Design. New York: John Wiley & Sons, 1977
|
[3] |
Dhillon B S, Singh C. Engineering Reliability. New York: John Wiley & Sons, 1981
|
[4] |
Henley E J, Kumamoto H. Reliability Engineering and Risk Assessment. Englewood Cliffs: Prentice-Hall Inc., 1981
|
[5] |
Billinton B, Allan R N. Reliability Evaluation of Engineering Systems. London: Pitman Books Limited, 1983
|
[6] |
O’Connor P D T. Practical Reliability Engineering. New York: John Wiley & Sons, 1984
|
[7] |
Haldar A, Mahadevan S. Reliability Assessment Using Stochastic Finite Element Analysis. New York: John Wiley & Sons, 2000
|
[8] |
Ghanem R, Spanos P D. Stochastic Finite Elements: A Spectral Approach. New York: Dover Publications, 2003
|
[9] |
Frangopol D M. Life-cycle Performance of Deteriorating Structures: Assessment, Design, and Management. Virginia: ASCE Publications, 2004
|
[10] |
Ellingwood B, Kanda J. Structural Safety and Its Quality Assurance. Virginia: ASCE Publications, 2005
|
[11] |
Ang A H S, Tang W H. Probability Concepts in Engineering Planning and Design. New York: John Wiley & Sons, 2006
|
[12] |
Madsen H O, Krenk S, Lind N C. Methods of Structural Safety. New York: Dover Publications, 2006
|
[13] |
Nowak A S, Collins K R. Reliability of Structures. Florida: CRC Press, 2012
|
[14] |
Grigoriu M. Stochastic Systems: Uncertainty Quantification and Propagation. London: Springer, 2012
|
[15] |
Zio E. The Monte Carlo Simulation Method for System Reliability and Risk Analysis. London: Springer, 2013
|
[16] |
Zhang Y, Liu Q. Reliability-based design of automobile components. Proceedings of the Institution of Mechanical Engineers. Part D, Journal of Automobile Engineering, 2002, 216(6): 455–471
CrossRef
Google scholar
|
[17] |
Zhang Y, Liu Q, Wen B. Practical reliability-based design of gear pairs. Mechanism and Machine Theory, 2003, 38(12): 1363–1370
CrossRef
Google scholar
|
[18] |
Zhang Y, Wen B, Liu Q. First passage of uncertain single degree-of-freedom nonlinear oscillators. Computer Methods in Applied Mechanics and Engineering, 1998, 165(1–4): 223–231
CrossRef
Google scholar
|
[19] |
Zhang Y, Wen B, Leung A Y T. Reliability analysis for rotor rubbing. Journal of Vibration and Acoustics, 2001, 124(1): 58–62
CrossRef
Google scholar
|
[20] |
Zhang Y, Liu Q, Wen B. Quasi-failure analysis on resonant demolition of random structural systems. AIAA Journal, 2002, 40(3): 585–586
CrossRef
Google scholar
|
[21] |
Zhang Y, Wang S, Liu Q,
CrossRef
Google scholar
|
[22] |
Zhang Y, Zhang L, Zheng J,
CrossRef
Google scholar
|
[23] |
Haug E J, Komkov V, Choi K K. Design Sensitivity Analysis of Structural Systems. Orlando: Academic Press, 1985
|
[24] |
Haftka R T, Kamat M P. Elements of Structural Optimization. The Hague: Martinus Nijhoff, 1985
|
[25] |
Adelman H M, Haftka R T. Sensitivity analysis of discrete structural systems. AIAA Journal, 1986, 24(5): 823–832
CrossRef
Google scholar
|
[26] |
Zhang Y, Wen B. Reliability sensitivity of uncertain single degree-of-freedom nonlinear vibrations. In: Proceedings of Asia-Pacific Vibration Conference 2001, Volume 1. Shenyang: Northeastern University Press, 2001, 179–183
|
[27] |
Zhang Y, Wen B, Liu Q. Reliability sensitivity for rotor—Stator systems with rubbing. Journal of Sound and Vibration, 2003, 259(5): 1095–1107
CrossRef
Google scholar
|
[28] |
Zhang Y, He X, Liu Q,
CrossRef
Google scholar
|
[29] |
Zhang Y, Liu Q, Wen B. Reliability sensitivity of multi-degree-of-freedom uncertain nonlinear systems with independence failure modes. Journal of Mechanical Science and Technology, 2007, 21(6): 908–912
CrossRef
Google scholar
|
[30] |
Zhang Y, Yang Z. Reliability-based sensitivity analysis of vehicle components with non-normal distribution parameters. International Journal of Automotive Technology, 2009, 10(2): 181–194
CrossRef
Google scholar
|
[31] |
Belegundu A D, Zhang S. Robustness of design through minimum sensitivity. Journal of Mechanical Design, 1992, 114(2): 213–217
CrossRef
Google scholar
|
[32] |
Parkinson A. Robust mechanical design using engineering models. Journal of Mechanical Design, 1995, 117(B): 48–54
CrossRef
Google scholar
|
[33] |
Chen W, Allen J K, Tsui K L,
CrossRef
Google scholar
|
[34] |
Yang K, Yang G. Robust reliability design using environmental stress testing. Quality and Reliability Engineering International, 1998, 14(6): 409–416
CrossRef
Google scholar
|
[35] |
Tu J, Choi K K, Park Y H. Design potential method for robust system parameter design. AIAA Journal, 2001, 39(4): 667–677
CrossRef
Google scholar
|
[36] |
Liaw L D, DeVries R I. Reliability-based optimization for robust design. International Journal of Vehicle Design, 2001, 25(Special Issue): 64–77
CrossRef
Google scholar
|
[37] |
Lee K H, Park G J. Robust optimization considering tolerances of design variables. Computers & Structures, 2001, 79(1): 77–86
CrossRef
Google scholar
|
[38] |
Sandgren E, Cameron T M. Robust design optimization of structures through consideration of variation. Computers & Structures, 2002, 80(20–21): 1605–1613
CrossRef
Google scholar
|
[39] |
Zhang Y, He X, Liu Q, et al. Reliability-based optimization and robust design of coil tube-spring with non-normal distribution parameters. Proceedings of the Institution of Mechanical Engineers. Part C, Journal of Mechanical Engineering Science, 2005, 219(6): 567–575
CrossRef
Google scholar
|
[40] |
Zhang Y, He X, Liu Q,
CrossRef
Google scholar
|
[41] |
Zhang Y, He X, Liu Q,
CrossRef
Google scholar
|
[42] |
Zhang Y, He X, Liu Q,
CrossRef
Google scholar
|
[43] |
Vetter W J. Matrix calculus operation and Taylor expansions. SIAM Review, 1973, 15(2): 352–369
CrossRef
Google scholar
|
/
〈 | 〉 |