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作者:

Li, Xiao-Li (Li, Xiao-Li.) (学者:李晓理) | Gao, Jie (Gao, Jie.) | Wang, Kang (Wang, Kang.)

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摘要:

The slag powder is a kind of powder formed by grinding iron and steel waste slag, and it is an efficient and environmentally additive for building materials. There is a positive correlation between the inlet and outlet temperatures of the mill during the production of the slag powder, but the increase in the inlet temperature under normal conditions will help to increase the yield, while the decrease in the outlet temperature will help to ensure the safety of the production. Therefore, the solution of the temperature set value will be a multi-objective optimization problem, and it is difficult to obtain the optimal value. Starting from the actual production conditions, multi-objective optimization algorithms based on non-dominated sorting genetic algorithm II, multi-objective particle swarm optimization algorithm and multi-objective grey wolf optimization algorithm are used to solve this problem, and the optimal feasible solution set is obtained by comparative analysis. The optimized solution set can provide a better reference for temperature setting, thereby improving yield and production safety. © 2020, Editorial Department of Control Theory & Applications. All right reserved.

关键词:

Genetic algorithms Multiobjective optimization Particle swarm optimization (PSO) Screening Slags

作者机构:

  • [ 1 ] [Li, Xiao-Li]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [Li, Xiao-Li]Beijing Key Laboratory of Computational Intelligence and Intelligent System, Beijing; 100124, China
  • [ 3 ] [Li, Xiao-Li]Engineering Research Center of Digital Community, Ministry of Education, Beijing; 100124, China
  • [ 4 ] [Li, Xiao-Li]Beijing Advanced Innovation Center for Future Internet Technology, Beijing; 100124, China
  • [ 5 ] [Gao, Jie]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 6 ] [Wang, Kang]Faculty of Information Technology, Beijing University of Technology, Beijing; 100124, China

通讯作者信息:

  • 李晓理

    [li, xiao-li]engineering research center of digital community, ministry of education, beijing; 100124, china;;[li, xiao-li]faculty of information technology, beijing university of technology, beijing; 100124, china;;[li, xiao-li]beijing advanced innovation center for future internet technology, beijing; 100124, china;;[li, xiao-li]beijing key laboratory of computational intelligence and intelligent system, beijing; 100124, china

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来源 :

Control Theory and Applications

ISSN: 1000-8152

年份: 2020

期: 2

卷: 37

页码: 275-282

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