Dr. Min Liao Profile

Dr. Min Liao

at National Research Council Canada

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Publications (3)

Proceedings Article | 9 May 2024 Presentation + Paper

Towards next-generation NDE: predictive analysis of pipeline integrity using machine learning

R. Rayhana, J. Ling, L. Bai, Z. Liu, M. Liao, C. Yang, A. Schnabel, S. Sonntag

Proceedings Volume 12952, 1295209 (2024) https://doi.org/10.1117/12.3009918

KEYWORDS: Corrosion, Pipes, Machine learning, Nondestructive evaluation, Artificial neural networks

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Proceedings Article | 25 April 2023 Presentation + Paper

Digital twin for predictive maintenance

Zheng Liu, Erik Blasch, Min Liao, Chunsheng Yang, Kazuhiko Tsukada, Norbert Meyendorf

Proceedings Volume 12489, 1248907 (2023) https://doi.org/10.1117/12.2660270

KEYWORDS: Data modeling, Analytic models, Computing systems, Sensors, Data fusion, Computer simulations, Analytics, Internet of things, Industry, Ecosystems

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Proceedings Article | 25 April 2023 Presentation + Paper

Digital twin technology development and demonstration for aircraft structural life-cycle management

Min Liao, Guillaume Renaud, Yan Bombardier

Proceedings Volume 12489, 1248906 (2023) https://doi.org/10.1117/12.2662879

KEYWORDS: Material fatigue, Damage detection, Aircraft structures, Inspection, Modeling, Failure analysis, Simulations, Monte Carlo methods, Bayesian inference, Risk assessment, Nondestructive evaluation, Tolerancing, Reliability

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