A Heuristic Approach for Optimization of Gearbox Dimension

Journal of Modern Processes in Manufacturing and Production

مقاله 2، دوره 7، شماره 2، مرداد 2018، صفحه 17-39   

نوع مقاله: Research Paper

نویسندگان

Mehrdad Hosseiniasl^{1، 2}؛ Javad Jafari Fesharaki^{* 1، 2}

¹Department of Mechanical Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Iran

²Modern Manufacturing Technologies Research Center, Najafabad Branch, Islamic Azad University, Najafabad, Iran

چکیده

A powerful optimization method is proposed in this study for the minimal dimensional design problem of gearbox. It is a general model that is suitable to use for any series of gear drives system and can extract both dimensional and layout of components-limited optimization design together. The objective function in this study has many local extremes so for avoiding this situation, various constraints have been determined Then, Particle swarm optimization algorithm has been implemented to speed up the convergence of optimization and elitist particles searched in problem space to find optimum value of goal function until all of them converge to the similar set of values. At the end, Results have been presented in the utilitarian diagrams to obtain optimal parameters from useful diagrams. The results display that the proposed method in this study is better than other reported in last works and it shows optimum volume of gearbox being related to a decrease of not just space but costs, material used to make gearbox component, etc.

کلیدواژه‌ها

Reduce Volume؛ Dimensional Optimization؛ Particle Swarm Optimization (PSO)؛ Gearbox