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Terahertz based thickness measurement of thermal barrier coatings using hybrid machine learning
Y Gong, B Cao, H Zhang, F Sun… - Nondestructive Testing and …, 2023 - Taylor & Francis
Thickness of thermal barrier coatings (TBCs) is closely related to the performance of hot-
section components in aero-engine. In this paper, a model of Elman neural network …
section components in aero-engine. In this paper, a model of Elman neural network …
Hybrid machine learning models to predict the shear strength of discontinuities with different joint wall compressive strength
S **e, H Lin, Y Chen, R Yao, Z Sun… - … Testing and Evaluation, 2024 - Taylor & Francis
The shear strength of discontinuities with different joint wall compressive strength (DDJCS)
is an important mechanical property. In this paper, the prediction of shear strength of DDJCS …
is an important mechanical property. In this paper, the prediction of shear strength of DDJCS …
Detection and evaluation of thermal aging brittleness of heat-resistant steel using magneto-acoustic compound techniques
Y Guo, Z Liu, X Zhao, C He, B Wu - Nondestructive Testing and …, 2024 - Taylor & Francis
The service life and structural safety of components are affected by the thermal ageing of
materials; therefore, a non-destructive evaluation of materials is extremely essential and …
materials; therefore, a non-destructive evaluation of materials is extremely essential and …
Application of Magnetic Flux Leakage (MFL) method to non-destructively characterize the microstructure and corrosion behaviour of API X65 grade steel
The goal of this research is to investigate the ability of the Magnetic Flux Leakage (MFL)
method to characterize the microstructural features and corrosion performance of heat …
method to characterize the microstructural features and corrosion performance of heat …
Prediction of case depth for deep carburising heat treatments based on the spatial gradient feature of the grain size profile
T Fu, P Chen, A Yin, Y He - Nondestructive Testing and Evaluation, 2024 - Taylor & Francis
Precise evaluation of carburising heat treatment is necessary to avoid failure and
degradation of high-performance industrial mechanical components. In this work, a novel …
degradation of high-performance industrial mechanical components. In this work, a novel …
Prediction of the case depth based on the spatial gradient feature in induction hardened steel with a large transition zone by ultrasonic backscatter
T Fu, P Chen, A Yin - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Prediction of the case depth is an important indicator to evaluate and control the surface
quality of the mechanical parts. However, a large transition zone with a smooth hardness …
quality of the mechanical parts. However, a large transition zone with a smooth hardness …
Corrosion evaluation of carbon steel bars by magnetic non-destructive method
Reinforced concrete structures undergo various degradation processes, mainly rebars
corrosion. Recently, magnetic non-destructive tests have been used to study the steel …
corrosion. Recently, magnetic non-destructive tests have been used to study the steel …
Micromagnetic and robust evaluation of surface hardness in Cr12MoV steel considering repeatability of the instrument
Z **ng, X Wang, M Ning, C He, X Liu - Sensors, 2023 - mdpi.com
The combination of multifunctional micromagnetic testing and neural network-based
prediction models is a promising way of nondestructive and quantitative measurement of …
prediction models is a promising way of nondestructive and quantitative measurement of …
Micromagnetic and quantitative prediction of yield strength and tensile strength in DP590 steels based on ReliefF+ clustering feature selection method
X Wang, C He, P Li, X Liu, Z **ng… - Measurement Science …, 2023 - iopscience.iop.org
The correlation between multiple patterns of micromagnetic signatures and the mechanical
properties (yield strength (Rp) and tensile strength (Rm) of high-strength steel (referred to as …
properties (yield strength (Rp) and tensile strength (Rm) of high-strength steel (referred to as …
Predicting hardness profile of steel specimens subjected to Jominy test using an artificial neural network and electromagnetic nondestructive techniques
Based on relationships between electromagnetic properties and microstructural changes in
steel, the current paper describes the development of an electromagnetic technique to …
steel, the current paper describes the development of an electromagnetic technique to …