Structural dynamic response reconstruction and virtual sensing using a sequence to sequence modeling with attention mechanism
Authors:
- Kejie JiangKJKejie Jiang
- Qiang HanQHQiang Han
- Xiuli DuXDXiuli Du
- Pinghe NiPNPinghe Ni
- 1 November 2021
- journal article
- research article
- Published by Elsevier in Automation in Construction
- Vol. 131
Abstract
No abstract availableKeywords
Funding Information
- National Natural Science Foundation of China (51838010)
- Beijing Municipal Commission of Education (IDHT20190504)
This publication has 48 references indexed in Scilit:
- Environmental effects on the identified natural frequencies of the Dowling Hall FootbridgeMechanical Systems and Signal Processing, 2011
- Substructural Response Reconstruction in Wavelet DomainJournal of Applied Mechanics, 2011
- Structural response reconstruction with transmissibility concept in frequency domainMechanical Systems and Signal Processing, 2011
- Sensor validation using minimum mean square error estimationMechanical Systems and Signal Processing, 2010
- Sensor validation using principal component analysisSmart Materials and Structures, 2004
- Permutation Entropy: A Natural Complexity Measure for Time SeriesPhysical Review Letters, 2002
- Modal identification of output-only systems using frequency domain decompositionSmart Materials and Structures, 2001
- Long Short-Term MemoryNeural Computation, 1997
- Estimation of Structural Response Using Remote Sensor LocationsJournal of Guidance, Control, and Dynamics, 1997
- Backpropagation through time: what it does and how to do itProceedings of the IEEE, 1990