Magnetic Machine Perception for Reconstruction of Nonuniform Electrical Conductivity Based on Eddy Current Model
被引:6
作者:
Hao, Bingjie
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Univ Sci & Technol, State Key Lab Digital Mfg Equipment & Technol, Wuhan 430074, Peoples R ChinaHuazhong Univ Sci & Technol, State Key Lab Digital Mfg Equipment & Technol, Wuhan 430074, Peoples R China
Hao, Bingjie
[1
]
Lee, Kok-Meng
论文数: 0引用数: 0
h-index: 0
机构:
Georgia Inst Technol, George W Woodruff Sch Mech Engn, Atlanta, GA 30332 USAHuazhong Univ Sci & Technol, State Key Lab Digital Mfg Equipment & Technol, Wuhan 430074, Peoples R China
Lee, Kok-Meng
[2
]
Chang, Ivy
论文数: 0引用数: 0
h-index: 0
机构:
Georgia Inst Technol, George W Woodruff Sch Mech Engn, Atlanta, GA 30332 USAHuazhong Univ Sci & Technol, State Key Lab Digital Mfg Equipment & Technol, Wuhan 430074, Peoples R China
Chang, Ivy
[2
]
机构:
[1] Huazhong Univ Sci & Technol, State Key Lab Digital Mfg Equipment & Technol, Wuhan 430074, Peoples R China
[2] Georgia Inst Technol, George W Woodruff Sch Mech Engn, Atlanta, GA 30332 USA
Conductivity;
Conductivity measurement;
Conductors;
Image reconstruction;
Numerical models;
Current measurement;
Magnetic resonance imaging;
defect detection;
eddy current (EC) imaging;
inverse problem;
reconstruction;
PROFILE;
DESIGN;
D O I:
10.1109/TMECH.2020.2992777
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
This article presents a machine-perception method based on eddy current density (ECD) field induced in a plate for reconstructing nonuniform electrical conductivity. Formulated as a two-stage inverse problem using distributed current source models, the ECD field is reconstructed from its magnetic flux density and followed by solving an inverse ECD model to estimate the conductivity fields of the plate and its features. Along with a parametric study, the effects of different sensor and coil configurations on the reconstruction accuracy are numerically investigated. The proposed method is evaluated experimentally by comparing two methods: mechanical scanning using a single-sensor and a linear method with a sensitivity matrix. The findings demonstrate that using a sensor-array with a multicoil configuration effectively reduces the number of mechanical scans when making measurements, and eliminates variations below the coil center where the ECD is small.
机构:
Washington State Univ, Sch Mech & Mat Engn, WM Keck Biomed Mat Res Lab, Pullman, WA 99164 USAWashington State Univ, Sch Mech & Mat Engn, WM Keck Biomed Mat Res Lab, Pullman, WA 99164 USA
Bandyopadhyay, Amit
Heer, Bryan
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Sch Mech & Mat Engn, WM Keck Biomed Mat Res Lab, Pullman, WA 99164 USAWashington State Univ, Sch Mech & Mat Engn, WM Keck Biomed Mat Res Lab, Pullman, WA 99164 USA
机构:
Washington State Univ, Sch Mech & Mat Engn, WM Keck Biomed Mat Res Lab, Pullman, WA 99164 USAWashington State Univ, Sch Mech & Mat Engn, WM Keck Biomed Mat Res Lab, Pullman, WA 99164 USA
Bandyopadhyay, Amit
Heer, Bryan
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Sch Mech & Mat Engn, WM Keck Biomed Mat Res Lab, Pullman, WA 99164 USAWashington State Univ, Sch Mech & Mat Engn, WM Keck Biomed Mat Res Lab, Pullman, WA 99164 USA