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Multifidelity Modeling of Ultrasonic Testing Simulations with Cokriging

Published on Aug 1, 2018
· DOI :10.1109/NEMO.2018.8503399
Leifur Leifsson15
Estimated H-index: 15
(Iowa State University),
Xiaosong Du3
Estimated H-index: 3
(Iowa State University),
Slawomir Koziel47
Estimated H-index: 47
(RU: Reykjavík University)
Abstract
Multifidelity methods are introduced to the nondestructive evaluation (NDE) of measurement systems. In particular, Cokriging interpolation metamodels of physics-based ultrasonic testing (UT) simulation responses are utilized to accelerate the uncertainty propagation in model-assisted NDE. The proposed approach is applied to a benchmark test case of UT simulations and compared with the current state-of-the-art techniques. The results show that Cokriging captures the physics of the problem well and is able to reduce the computational burden by over one order of magnitude compared to the state of the art. To the best of the author’s knowledge, this the first time multifidelity methods are applied to model-assisted NDE problems.
  • References (10)
  • Citations (0)
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