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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 …
DIGITAL TWIN MACHINE TOOL FEED DRIVE TEST BENCH FOR RESEARCH ON CONDITION MONITORING AND MODELING
B Sicard - 2024 - macsphere.mcmaster.ca
Machine tools are essential components of modern manufacturing. They are com posed of
various mechanical, hydraulic, and electrical systems such as the spindle, tool changer …
various mechanical, hydraulic, and electrical systems such as the spindle, tool changer …
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 …