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Application of partical swarm optimization algorithm in field Holo-balancing

  • Xi'an Shaangu Power Co., Ltd.
  • Xi'an Jiaotong University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

Based on the Holo-balancing theory of shaft system, a new multi-objective optimization balancing method including load mass, uniformity and maximum of the residual vibration is proposed by building a multi-objective fuzzy evaluation function and application of particle swarm optimization algorithm. The advantage of the proposed method is studied by comparing with the traditional genetic algorithms optimization. And the shortcoming of influence coefficient methods failing to restrict the load mass and guaranteeing the uniformity of the residual vibration is conquered. Finally, the validity and effectiveness of the proposed method is verified through a field power generator set balancing case.

Original languageEnglish
Title of host publicationLife System Modeling and Intelligent Computing - International Conference on LSMS 2010 and ICSEE 2010, Proceedings
Pages16-25
Number of pages10
EditionPART 1
DOIs
StatePublished - 2010
Event2010 International Conference on Life System Modeling and Simulation, LSMS 2010 and the 2010 International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2010 - Wuxi, China
Duration: 17 Sep 201020 Sep 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 1
Volume6328 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference2010 International Conference on Life System Modeling and Simulation, LSMS 2010 and the 2010 International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2010
Country/TerritoryChina
CityWuxi
Period17/09/1020/09/10

Keywords

  • Holo-balancing
  • Particle swarm optimization
  • Rotating machine
  • power generator set

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