Ensemble of recurrent neural networks with long short-term memory cells for high-rate structural health monitoring
The deployment of systems experiencing high-rate dynamic events, such as hypersonic
vehicles, advanced weaponry, and active blast mitigation systems, require high-rate …
vehicles, advanced weaponry, and active blast mitigation systems, require high-rate …
[HTML][HTML] A comparison of time-frequency methods for real-time application to high-rate dynamic systems
High-rate dynamic systems are defined as engineering systems experiencing dynamic
events of typical amplitudes higher than 100 gn for a duration of less than 100 ms. The …
events of typical amplitudes higher than 100 gn for a duration of less than 100 ms. The …
Millisecond model updating for structures experiencing unmodeled high-rate dynamic events
Real-time control of next-generation active structures that experience unmodeled high-rate
dynamic events require an up-to-date numerical model of the structural system. Examples of …
dynamic events require an up-to-date numerical model of the structural system. Examples of …
Multi-modal generative adversarial networks for synthesizing time-series structural impact responses
The process of validating newly-defined state observers can potentially require a significant
amount of data gathered from instrumentation. However, collecting data for high-rate …
amount of data gathered from instrumentation. However, collecting data for high-rate …
Ensemble of long short-term memory recurrent neural network for semi-active control of tuned liquid wall damper
Z Wang, F Ubertini, S Laflamme - Engineering Structures, 2022 - Elsevier
A critical challenge in structural control is the design of controllers capable of rapid
adaptation to uncertainties, including changes in local dynamics and unknown parameters …
adaptation to uncertainties, including changes in local dynamics and unknown parameters …
Multi-step ahead state estimation with hybrid algorithm for high-rate dynamic systems
High-rate systems are defined as engineering systems that undergo accelerations of
amplitudes typically greater than 100 gn over less than 100 ms. Examples include adaptive …
amplitudes typically greater than 100 gn over less than 100 ms. Examples include adaptive …
Online parameter estimation under non-persistent excitations for high-rate dynamic systems
High-rate dynamic systems are defined as systems experiencing dynamic events of typical
amplitudes higher than 100 gn for a duration of less than 100 ms. They are characterized by …
amplitudes higher than 100 gn for a duration of less than 100 ms. They are characterized by …
[HTML][HTML] Multi-time resolution ensemble lstms for enhanced feature extraction in high-rate time series
Systems experiencing high-rate dynamic events, termed high-rate systems, typically
undergo accelerations of amplitudes higher than 100 g-force in less than 10 ms. Examples …
undergo accelerations of amplitudes higher than 100 g-force in less than 10 ms. Examples …
[HTML][HTML] Vibration Research on Centrifugal Loop Dryer Machines Used in Plastic Recycling Processes
M Karpenko, P Ževžikov, M Stosiak, P Skačkauskas… - Machines, 2024 - mdpi.com
This study investigates the vibrations of centrifugal loop dryer machines used in plastic
recycling processes. These machines are characterized by large uncertainties, high …
recycling processes. These machines are characterized by large uncertainties, high …
Generated datasets from dynamic reproduction of projectiles in ballistic environments for advanced research (DROPBEAR) testbed
High-rate dynamics occur when a system's acceleration is larger than 100 gn over durations
less than 100 ms. Structural health monitoring algorithms must be created for high-rate …
less than 100 ms. Structural health monitoring algorithms must be created for high-rate …