Separation of the temperature effect on structure responses via lstm—particle filter method considering outlier from remote cloud platforms

HIGHLIGHTS

  • who: Yang Qin and collaborators from the School of Civil Engineering, Chongqing University, No, Shabei Street, Chongqing, China have published the paper: Separation of the Temperature Effect on Structure Responses via LSTMu2014Particle Filter Method Considering Outlier from Remote Cloud Platforms, in the Journal: (JOURNAL)
  • what: In this paper a novel temperature compensation method based on a long-short term memory (LSTM) network and the particle filter (PF) is proposed to separate the temperature effect from long-term structural health monitoring data.
  • how: In this study the feedback step of PF is used to . . .

     

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