Development of an adaptive quality control loop in micro-production using machine learning, analytical gear simulation, and inline focus variation metrology for zero …
This publication addresses the adaptive control of manufacturing deviations in micro gear
hobbing. We aim to establish Zero Defect Manufacturing in a series production using …
hobbing. We aim to establish Zero Defect Manufacturing in a series production using …
Simulation uncertainty determination of single flank rolling tests using monte carlo simulation and skin model shapes for zero defect manufacturing of micro gears
Simulative gear rolling enables the integration of function-oriented quality assurance into
production processes for Zero Defect Manufacturing (ZDM). A simulated single flank rolling …
production processes for Zero Defect Manufacturing (ZDM). A simulated single flank rolling …
Quantifying predictive uncertainty in damage classification for nondestructive evaluation using Bayesian approximation and deep learning
Magnetic flux leakage (MFL), a widely used nondestructive evaluation (NDE) method, for
inspecting pipelines to prevent potential long-term failures. However, during field testing …
inspecting pipelines to prevent potential long-term failures. However, during field testing …
Soft sensor for in-line quality control of turning processes based on non-destructive testing techniques and advanced data fusion
D Böttger, G González, A Geiser, D Kempf… - Production …, 2024 - Springer
This study describes the systematic process of training, testing, and validating a soft sensor
designed for quality control of a turning process on components made of AISI 4140 steel …
designed for quality control of a turning process on components made of AISI 4140 steel …
[图书][B] Uncertainty Quantification Framework With Interdependent Dynamics of Data, Modeling, and Learning in Nondestructive Evaluation
Z Li - 2023 - search.proquest.com
Even after extensive efforts to enhance our understanding of materials, modeling, and
system processes, uncertainty continues to be an inevitable factor that impacts system …
system processes, uncertainty continues to be an inevitable factor that impacts system …