Parameter Optimization of Compressor Based on an Ant Colony Optimization

被引:0
|
作者
Zhong Mei-peng [1 ]
机构
[1] Jiaxing Coll, Jiaxing 31400, Zhejiang, Peoples R China
关键词
Air compressor; Ant Colony Optimization; Parameter; Efficiency; The specifc power;
D O I
10.4028/www.scientific.net/AMM.201-202.916
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A mathematical model of operation on air compressors is set up in order to improve the efficiency of air compressors. Parameter of Compressor is optimized by an Ant Colony Optimization (ACO) Particle approach. Volume and its weight of the new compressor are little, and its efficiency is high. An Ant Colony Optimization embed BLDCM module which optimizating the air compressor was put forward. Optimizated target of an Ant Colony Optimization is the efficiency of BLDCM. Optimizated variables are the diameter of low pressure cylinder, the diameter of high pressure cylinder, the journey of low pressure piston, the journey of high pressure piston and the rotate speed of BLDCM. Simulated result shows that the efficiency of BLDCM is more than that before optimizating. The test is done. The result shows that the specifc Power of air compressor is much less than before optimizating on 2.5Mpa. The result also shows that an Ant Colony Optimization which optimizating the air compressor is availability and practicality.
引用
收藏
页码:916 / 919
页数:4
相关论文
共 50 条
  • [31] Population based ant colony optimization on FPGA
    Guntsch, M
    Middendorf, M
    Scheuermann, B
    Diessel, O
    ElGindy, H
    Schmeck, H
    So, K
    [J]. 2002 IEEE INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE TECHNOLOGY (FPT), PROCEEDINGS, 2002, : 125 - 132
  • [32] Group-Based Ant Colony Optimization
    Voelkel, Gunnar
    Maucher, Markus
    Kestler, Hans A.
    [J]. GECCO'13: PROCEEDINGS OF THE 2013 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2013, : 121 - 128
  • [33] Ant Colony Optimization Based TDM for DUA
    Goel, Shivendra
    [J]. PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, : 42 - 44
  • [34] Schema Matching Based on Ant Colony Optimization
    Ding, Guohui
    Sun, Tianhe
    Xu, Yingnan
    Cao, Keyan
    [J]. 2013 NINTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2013, : 559 - 563
  • [35] Ant Colony Optimization based Scheduling Algorithm
    Nosheen, Fariha
    Bibi, Sadia
    Khan, Salabat
    [J]. 2013 INTERNATIONAL CONFERENCE ON OPEN SOURCE SYSTEMS AND TECHNOLOGIES (ICOSST), 2013, : 18 - 22
  • [36] Fault diagnosis based on support vector machines with parameter optimization by an ant colony algorithm
    Zhang, X. L.
    Chen, X. F.
    He, Z. J.
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2010, 224 (C1) : 217 - 229
  • [37] The parameter estimation approach of Bass model based on Ant Colony Optimization and its application
    Meng, Fandong
    He, Mingsheng
    [J]. 2008 PROCEEDINGS OF INFORMATION TECHNOLOGY AND ENVIRONMENTAL SYSTEM SCIENCES: ITESS 2008, VOL 4, 2008, : 651 - 657
  • [38] An Ant-Colony-Optimization based Approach for Determination of Parameter Significance of Scientific Workflows
    Khan, Fakhri Alam
    Han, Yuzhang
    Pllana, Sabri
    Brezany, Peter
    [J]. 2010 24TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2010, : 1241 - 1248
  • [39] System parameter optimization of solid propellant rocket motors based on ant colony algorithm
    He, Yun-Qin
    Liang, Guo-Zhu
    [J]. Tuijin Jishu/Journal of Propulsion Technology, 2010, 31 (01): : 5 - 11
  • [40] Parameter Adaptive Control of Virtual Synchronous Generator Based on Ant Colony Optimization Fuzzy
    Yao Linping
    Li Mengda
    Liang Zhichao
    Zheng Xubin
    [J]. ADVANCED INTELLIGENT TECHNOLOGIES FOR INDUSTRY, 2022, 285 : 339 - 349