Optimization of Screw Elements by Genetic Algorithm

被引:7
|
作者
Baskal, Tamer [1 ]
机构
[1] Kirikkale Univ, Vocat Sch, TR-71450 Kirikkale, Turkey
关键词
Materials testing; genetic algorithm; screw shaft; nut; SHAFT DIAMETER; BEARING; DESIGN; MODULE; GA;
D O I
10.3139/120.110664
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
In the present study, dimensional optimization of screw system elements, like shaft diameter, arm length and nut height, has been performed by tensile, torsional, and shear strength calculations via genetic algorithm. Genetic algorithm has been used to minimize the objective function work with the idea of natural selection. The volume of the designed screw device has been defined as the object function. The limit function is composed of the total stresses affecting the screw system. The algorithm was set up in this way, due to the fact that it relies on the principle of finding the best in a genetic process. Values of the variables within the limiting intervals ensure that the screw device has an optimum size.
引用
收藏
页码:1049 / 1053
页数:5
相关论文
共 50 条
  • [21] A Two-Level Genetic Algorithm for Electromagnetic Optimization
    Crevecoeur, Guillaume
    Sergeant, Peter
    Dupre, Luc
    Van de Walle, Rik
    IEEE TRANSACTIONS ON MAGNETICS, 2010, 46 (07) : 2585 - 2595
  • [22] Parametric optimization of an aperiodic metastructure based on genetic algorithm
    Wu, Kun
    Hu, Haiyan
    Wang, Lifeng
    Gao, Yuqiang
    INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, 2022, 214
  • [23] An Evolutionary Genetic Algorithm for Optimization of Distributed Database Queries
    Sevinc, Ender
    Cosar, Ahmet
    2009 24TH INTERNATIONAL SYMPOSIUM ON COMPUTER AND INFORMATION SCIENCES, 2009, : 147 - 152
  • [24] Structural Optimization of a Steel Arch Bridge with Genetic Algorithm
    Feng, Yue
    Wang, Chunguang
    Briseghella, Bruno
    Fenu, Luigi
    Zordan, Tobia
    STRUCTURAL ENGINEERING INTERNATIONAL, 2021, 31 (03) : 347 - 356
  • [25] Integrated total cost and Tolerance Optimization with Genetic Algorithm
    Kumar, R. Sampath
    Alagumurthi, N.
    Ramesh, R.
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2010, 3 (03) : 325 - 333
  • [26] A genetic algorithm for the optimization of fiber angles in composite laminates
    Hwang, Shun-Fa
    Hsu, Ya-Chu
    Chen, Yuder
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2014, 28 (08) : 3163 - 3169
  • [27] A Hybrid Genetic Algorithm for Structural Optimization with Discrete Variables
    Guo, Pengfei
    Wang, Xuezhi
    Han, Yingshi
    2010 THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION (PACIIA2010), VOL III, 2010, : 308 - 311
  • [28] An Evolutionary Genetic Algorithm for Optimization of Distributed Database Queries
    Sevinc, Ender
    Cosar, Ahmet
    COMPUTER JOURNAL, 2011, 54 (05) : 717 - 725
  • [29] Design and Optimization of a Mechanically Reconfigurable Reflectarray Antenna with Pixel Patch Elements Using Genetic Algorithm
    Li, Chenglei
    Xu, Shenheng
    Yang, Fang
    Li, Maokun
    2019 IEEE MTT-S INTERNATIONAL WIRELESS SYMPOSIUM (IWS 2019), 2019,
  • [30] Automated Optimization for the Production Scheduling of Prefabricated Elements Based on the Genetic Algorithm and IFC Object Segmentation
    Xu, Zhao
    Wang, Xiang
    Rao, Zezhi
    PROCESSES, 2020, 8 (12) : 1 - 25