Digital Twin Enabled Asset Management of Machine Tools
Machine tools (MT) are essential equipment in modern manufacturing. They are a large
investment which yields great returns to productivity and profitability. MTs enable the high …
investment which yields great returns to productivity and profitability. MTs enable the high …
[BOOK][B] Barriers to Adoption of Artificial Intelligence in Metal Additive Manufacturing
WE King - 2025 - books.google.com
Artificial intelligence (AI) is poised to significantly impact metal additive manufacturing (AM).
Understanding how one might use AI in AM is challenging because AM experts are not AI …
Understanding how one might use AI in AM is challenging because AM experts are not AI …
Data Scarcity in Fault Detection for Solar Tracking Systems: the Power of Physics-Informed Artificial Intelligence
MF Lüscher, J Zgraggen, Y Guo… - PHM Society …, 2024 - papers.phmsociety.org
Data Scarcity in Fault Detection for Solar Tracking Systems: the Power of Physics-Informed
Artificial Intelligence | PHM Society European Conference PHMSociety.org Conferences …
Artificial Intelligence | PHM Society European Conference PHMSociety.org Conferences …
Physics-informed neural networks for modeling hysteretic behavior in magnetorheological dampers
In this article, the power of physics-informed neural networks is employed to address the
issue of model identification for complex physical systems, focusing on the application of a …
issue of model identification for complex physical systems, focusing on the application of a …
Aerospace digital twins: examining applications of digital twin technology to unmanned aerial vehicles and satellites
B Sicard, A McCafferty-Leroux… - … , and Security for …, 2024 - spiedigitallibrary.org
Unmanned aerial vehicles (UAV) and satellites are becoming increasingly popular in
business, government, and military applications. Both have unique use cases and value, but …
business, government, and military applications. Both have unique use cases and value, but …
Generating synthetic data for data-driven solutions via a digital twin for condition monitoring in machine tools
Machine tools (MT) are critical to modern manufacturing. They allow precision
manufacturing of complex components at high volumes. MTs are large capital investments …
manufacturing of complex components at high volumes. MTs are large capital investments …
PHYSICS-INFORMED MACHINE LEARNING FOR MODELING AND ANALYSIS OF MECHANICAL SYSTEMS
Y Wu - 2024 - macsphere.mcmaster.ca
Physics-informed neural networks (PINNs) provide an alternative to traditional solvers for
differential equations, specifically in tasks such as system identification and inverse …
differential equations, specifically in tasks such as system identification and inverse …