Mechanical Engineering

Parameter Selection of CNC Real-Time Task on the Basis of Multi-Objective Optimization

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  • School of Mechanical and Automotive Engineering,South China University of Technology,Guangzhou 510640,Guangdong,China
翟振坤(1984-),男,博士生,主要从事嵌入式系统设计原理与方法论、基于形式化方法的控制系统设计等研究.

Received date: 2015-08-04

  Revised date: 2015-09-09

  Online published: 2016-02-02

Supported by

Supported by the National Key Technology Research and Development Program of the Ministry of Science and Techno- logy of China (2015BAF20B01) ,the National Natural Science Foundation of China (61262013) and the Science and Technology Planning Project of Guangdong Province,China (2012A010702004,2012A090100012)

Abstract

In order to realize the parameter selection of CNC real-time task in collaborative design mode,a task pa- rameter selection method on the basis of multi-objective optimization is proposed.In this method,a multi-objective optimization model is established according to real-time task model,performance objective as well as system con- straint,and the model is solved by means of an extended non-dominated sorting genetic algorithm with co-evolution operator and elite team retention mechanism,thus the speed of searching optimal task parameters in large-scale de- cision space improves,which promotes the overall performance of CNC system to achieve the optimum.Finally,the parameter selection strategy of CNC real-time task is summarized according to simulation results and the superiority of the proposed method in practical application is proved through a comparison with the traditional task parameter selection approach.

Cite this article

ZHAI Zhen-kun LI Di . Parameter Selection of CNC Real-Time Task on the Basis of Multi-Objective Optimization[J]. Journal of South China University of Technology(Natural Science), 2016 , 44(3) : 23 -28 . DOI: 10.3969/j.issn.1000-565X.2016.03.004

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