A comprehensive review of digital twin—part 2: roles of uncertainty quantification and optimization, a battery digital twin, and perspectives
As an emerging technology in the era of Industry 4.0, digital twin is gaining unprecedented
attention because of its promise to further optimize process design, quality control, health …
attention because of its promise to further optimize process design, quality control, health …
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 …
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 …
[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 …
Topological data analysis for real-time extraction of time series features
Real-time state estimation is critical in rapidly assessing structural health to empower real-
time feedback mitigation strategies. Of interest to this paper is the state estimation of high …
time feedback mitigation strategies. Of interest to this paper is the state estimation of 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 …
Real-time state estimation using recurrent neural network and topological data analysis
A Razmarashooli, DAS Martinez… - … and Monitoring of …, 2024 - spiedigitallibrary.org
High-rate systems are defined as physical systems that undergo large perturbations, often
exceeding 100 g's, over very short durations, often less than 100 milliseconds. Examples …
exceeding 100 g's, over very short durations, often less than 100 milliseconds. Examples …
Hybrid algorithm for zero timing deadline overshoot state estimation of high-rate dynamic systems
M Nelson - 2022 - search.proquest.com
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 …
Real-Time Machine Learning for High-Rate Structural Health Monitoring
Advances in science and engineering are empowering high-rate dynamic systems, such as
hypersonic vehicles, advanced weaponries, and active shock and blast mitigation strategies …
hypersonic vehicles, advanced weaponries, and active shock and blast mitigation strategies …