Title: Technical note: allocation of optimal tolerances in a mechanical assembly using DE and NSGA-II
Authors: K. Sivakumar, C. Balamurugan
Addresses: Department of Mechanical Engineering, Bannari Amman Institute of Technology, Sathyamangalam 638401, Tamil Nadu, India. ' Department of Production Engineering, J.J. College of Engineering and Technology, Tiruchirappalli 620009, Tamil Nadu, India
Abstract: This paper discusses a general methodology based on evolutionary algorithms (Elitist Non-dominated Sorting Genetic Algorithm (NSGA-II) and Differential Evolution (DE)) for allocation of optimal tolerance for an over-running clutch assembly. New hybrid models are developed for obtaining the manufacturing costs of hub, rollers and cage. The aim of this paper is to find optimal tolerances values that give minimum combined objective function value, minimum Manufacturing Cost (MC), minimum Quality Loss (QL) function and maximum Number of Standard Deviations (ZNSD) by satisfying stack-up conditions using non-traditional optimisation techniques. The results obtained from various techniques are compared and analysed.
Keywords: tolerance allocation; sensitivity analysis; optimisation; mechanical assemblies; genetic algorithms; differential evolution; clutch assembly; optimal tolerances.
International Journal of Computer Applications in Technology, 2010 Vol.37 No.1, pp.48 - 58
Published online: 17 Dec 2009 *Full-text access for editors Full-text access for subscribers Purchase this article Comment on this article