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  • 标题:Long-short term memory and gas path analysis based gas turbine fault diagnosis and prognosis
  • 本地全文:下载
  • 作者:Hongyu Zhou ; Yulong Ying ; Jingchao Li
  • 期刊名称:Advances in Mechanical Engineering
  • 印刷版ISSN:1687-8140
  • 电子版ISSN:1687-8140
  • 出版年度:2021
  • 卷号:13
  • 期号:8
  • 页码:1-12
  • DOI:10.1177/16878140211037767
  • 语种:English
  • 出版社:Sage Publications Ltd.
  • 摘要:At present, the main purpose of gas turbine fault prediction is to predict the performance decline trend of the whole system, but the quantitative and thorough performance health index (PHI) resear...
  • 关键词:Heavy-duty gas turbine; thermodynamic model; gas-path analysis; component health parameter; time series regression prognosis; LSTM
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