Multi-objective optimization design of Screw conveyor using Genetic Algorithm

被引：1
|
作者：
Wang Duanyi [1 ]
机构：
[1] Jiangsu Jianzhu Inst, Sch Mech & Elect Engn, Xuzhou 221116, Peoples R China
来源：
THERMAL, POWER AND ELECTRICAL ENGINEERING, PTS 1 AND 2 | 2013年 / 732-733卷
关键词：
multi-objective; genetic algorithm; optimization; screw conveyor;
D O I：
10.4028/www.scientific.net/AMR.732-733.402
中图分类号：
TU [建筑科学];
学科分类号：
0813 ;
摘要：
The weight minimum and drive efficiency maximal of screw conveyor were considered as double optimizing objects in this paper. The mathematical model of the screw conveyor has been established based on the theory of the machine design, and the genetic algorithm was adopted to solving the multi-objective optimization problem. The results show that the mass of spiral shaft reduces 13.6 percent, and the drive efficiency increases 6.4 percent because of the optimal design based on genetic algorithm. The genetic algorithm application on the screw conveyor optimized design can provided the basis for designing the screw conveyor.
引用
下载
收藏
页码：402 / 406
页数：5
相关论文
共 50 条
  • [1] Multi-Objective Design Optimization of Multicopter using Genetic Algorithm
    Ayaz, Ahsan
    Rasheed, Ashhad
    PROCEEDINGS OF 2021 INTERNATIONAL BHURBAN CONFERENCE ON APPLIED SCIENCES AND TECHNOLOGIES (IBCAST), 2021, : 177 - 182
  • [2] A multi-objective genetic algorithm for robust design optimization
    Li, Mian
    Azarm, Shapour
    Aute, Vikrant
    GECCO 2005: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOLS 1 AND 2, 2005, : 771 - 778
  • [3] Genetic algorithm for multi-objective optimization using GDEA
    Yun, Y
    Yoon, M
    Nakayama, H
    ADVANCES IN NATURAL COMPUTATION, PT 3, PROCEEDINGS, 2005, 3612 : 409 - 416
  • [4] Multi-Objective Optimization Design for a Hybrid Energy System Using the Genetic Algorithm
    Ko, Myeong Jin
    Kim, Yong Shik
    Chung, Min Hee
    Jeon, Hung Chan
    ENERGIES, 2015, 8 (04): : 2924 - 2949
  • [5] Design of an MCML gate library using a Genetic Algorithm and Multi-objective Optimization
    Pereira-Arroyo, Roberto
    Chacon-Rodriguez, Alfonso
    TECNOLOGIA EN MARCHA, 2014, 27 (04): : 41 - 48
  • [6] Application of Genetic Algorithm to Multi-objective Optimization in LNA Design
    Prasad, Ankur
    Roy, Mousumi
    Biswas, Animesh
    George, Danielle
    2010 ASIA-PACIFIC MICROWAVE CONFERENCE, 2010, : 362 - 365
  • [7] Hybrid Multi-Objective Genetic Algorithm for Multi-Objective Optimization Problems
    Zhang, Song
    Wang, Hongfeng
    Yang, Di
    Huang, Min
    2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 1970 - 1974
  • [8] Shape Optimization in Product Design Using Interactive Genetic Algorithm Integrated with Multi-objective Optimization
    Kielarova, Somlak Wannarumon
    Sansri, Sunisa
    MULTI-DISCIPLINARY TRENDS IN ARTIFICIAL INTELLIGENCE, (MIWAI 2016), 2016, 10053 : 76 - 86
  • [9] Multi-objective optimization scheme using Pareto Genetic Algorithm
    Qin, YT
    Ma, LH
    ICCC2004: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION VOL 1AND 2, 2004, : 1754 - 1757
  • [10] Multi-objective Optimization on Helium Liquefier Using Genetic Algorithm
    Wang, H. R.
    Xiong, L. Y.
    Peng, N.
    Meng, Y. R.
    Liu, L. Q.
    26TH INTERNATIONAL CRYOGENIC ENGINEERING CONFERENCE & INTERNATIONAL CRYOGENIC MATERIALS CONFERENCE 2016, 2017, 171
12345