Defect Detection and Identification of Point-Focusing Shear-Horizontal EMAT for Plate Inspection
被引:16
作者:
Huang, Songling
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机构:
Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
Huang, Songling
[1
]
Sun, Hongyu
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机构:
Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
Sun, Hongyu
[1
]
Peng, Lisha
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Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
Peng, Lisha
[1
]
Wang, Shen
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Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
Wang, Shen
[1
]
Wang, Qing
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机构:
Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
Univ Durham, Dept Engn, Durham DH1 3LE, EnglandTsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
Wang, Qing
[1
,2
]
Zhao, Wei
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Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
Zhao, Wei
[1
]
机构:
[1] Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
[2] Univ Durham, Dept Engn, Durham DH1 3LE, England
As a kind of nondestructive testing (NDT) method, shear-horizontal (SH)-guided wave detection technology is widely used on an electromagnetic acoustic transducer (EMAT). Although ultrasonic-guided waves perform well in defect location, it is difficult to obtain detailed information about defects, and the low efficiency of EMAT energy conversion still reduces the EMAT's performance. Therefore, in this work, the defect detection method of different shapes and sizes by point-focusing shear-horizontal (PFSH)-guided wave EMAT with the use of periodic permanent magnet (PPM) is investigated through simulation and experiment. For the purpose of defect classification and quantification, the extraction principles of defect features are obtained through simulation based on the circumferential scatter diagrams, and the neural network (NN) is used to process the features extracted from the experimental data. The results show that by extracting effective defect features from the scatter diagram, high-accuracy classification and high-precision quantification of defects under the influence of the focusing transducer can be achieved.
机构:
Tsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Huang, Songling
;
Sun, Hongyu
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机构:
Tsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Sun, Hongyu
;
Shen, Gongtian
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机构:
China Special Equipment Inspect & Res Inst, Beijing 100029, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Shen, Gongtian
;
Wang, Baoxuan
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机构:
China Special Equipment Inspect & Res Inst, Beijing 100029, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Wang, Baoxuan
;
Wang, Qing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Durham, Dept Engn, Durham DH1 3LE, EnglandTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Wang, Qing
;
Zou, Jun
论文数: 0引用数: 0
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机构:
Tsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Zou, Jun
;
Wang, Shen
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机构:
Tsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
机构:
Seoul Natl Univ Sci & Technol, Grad Sch Energy & Environm, Seoul 139743, South KoreaSeoul Natl Univ Sci & Technol, Grad Sch Energy & Environm, Seoul 139743, South Korea
Lee, Jin-Hyuk
;
Kim, Dae-Hyun
论文数: 0引用数: 0
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机构:
Seoul Natl Univ Sci & Technol, Dept Mech & Automot Engn, Seoul 139743, South KoreaSeoul Natl Univ Sci & Technol, Grad Sch Energy & Environm, Seoul 139743, South Korea
机构:
Tsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Huang, Songling
;
Sun, Hongyu
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Sun, Hongyu
;
Shen, Gongtian
论文数: 0引用数: 0
h-index: 0
机构:
China Special Equipment Inspect & Res Inst, Beijing 100029, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Shen, Gongtian
;
Wang, Baoxuan
论文数: 0引用数: 0
h-index: 0
机构:
China Special Equipment Inspect & Res Inst, Beijing 100029, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Wang, Baoxuan
;
Wang, Qing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Durham, Dept Engn, Durham DH1 3LE, EnglandTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Wang, Qing
;
Zou, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
Zou, Jun
;
Wang, Shen
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, State Key Lab Power Syst, Dept Elect Engn, Beijing 100084, Peoples R China
机构:
Seoul Natl Univ Sci & Technol, Grad Sch Energy & Environm, Seoul 139743, South KoreaSeoul Natl Univ Sci & Technol, Grad Sch Energy & Environm, Seoul 139743, South Korea
Lee, Jin-Hyuk
;
Kim, Dae-Hyun
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ Sci & Technol, Dept Mech & Automot Engn, Seoul 139743, South KoreaSeoul Natl Univ Sci & Technol, Grad Sch Energy & Environm, Seoul 139743, South Korea