Advanced Predictive Structural Health Monitoring in High-Rise Buildings Using Recurrent Neural Networks - Ghaffari, Abbas; Shahbazi, Yaser; Mokhtari Kashavar, Mohsen; Fotouhi, Mohammad; Pedrammehr, Siamak (Buildings (Basel), 2024)
Keywords: Accuracy; Algorithms; Automation; Bridges; Buildings; Datasets; Deep learning; Earthquakes; FEA; Finite element method; Fourier transforms; Genetic algorithms; Genetic diversity; High rise buildings; high-rise structure; Information management; Lateral displacement; Lateral loads; Long short-term memory; LSTM; Machine learning; Methods; Multiple objective analysis; Neural networks; optimization; Optimization techniques; Real time; Recurrent neural networks; RNN; Seismic engineering; Sensors; SHM; Skyscrapers; Structural health monitoring; Structural integrity; Tall buildings; Typhoons; Vertical loads; Vibration; Wavelet transforms; Iran