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  • 标题:Failure diagnosis of the steam generator based on improved BP network and Particle
  • 本地全文:下载
  • 作者:Fujun Qi ; Qingsong Niu ; Jing Peng
  • 期刊名称:E3S Web of Conferences
  • 印刷版ISSN:2267-1242
  • 电子版ISSN:2267-1242
  • 出版年度:2021
  • 卷号:256
  • 页码:1-5
  • DOI:10.1051/e3sconf/202125602041
  • 语种:English
  • 出版社:EDP Sciences
  • 摘要:In order to overcome the problems of slow rate of convergence and falling easily into local minimum in BP algorithm, this paper introduces the adaptive particle swarm optimization algorithm and combining model. The paper applies it to steam turbine-generators fault diagnosis. The experiment data shows that the algorithm converges quickly and recognizes faults efficiently; it has a reference value for faults diagnosis.
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