Preface |
|
xi | |
Acknowledgments |
|
xv | |
Abbreviations |
|
xvii | |
|
1 Nondestructive Testing and Transient Electromagnetic-Thermal NDT |
|
|
|
Part I Pulsed Eddy Current |
|
|
|
2 Magnetic Sensor Based Pulsed Eddy Current for Defect Detection and Characterization |
|
|
|
|
7 | (3) |
|
2.2 Magnetic Sensor Based PEC Systems |
|
|
10 | (6) |
|
|
10 | (5) |
|
|
15 | (1) |
|
2.3 Signal Processing Software |
|
|
16 | (6) |
|
2.3.1 Signal Feature Extractions |
|
|
17 | (1) |
|
2.3.2 PCA-Based Feature Extraction |
|
|
18 | (1) |
|
|
19 | (3) |
|
2.4 Inspection of Nonferromagnetic Samples |
|
|
22 | (8) |
|
2.4.1 Sample Thickness Measurement |
|
|
23 | (1) |
|
2.4.2 Inspection of Surface Discontinuities |
|
|
23 | (2) |
|
2.4.3 Inspection of Subsurface Discontinuities |
|
|
25 | (1) |
|
2.4.4 Flaw Classification and Quantification |
|
|
26 | (4) |
|
2.5 Inspection of Ferromagnetic Samples |
|
|
30 | (7) |
|
2.5.1 PEC and Magnetic Saturation |
|
|
31 | (1) |
|
2.5.2 Penetration Depth Test |
|
|
31 | (2) |
|
2.5.3 Inspection of Surface and Subsurface Defects |
|
|
33 | (4) |
|
3 Hall-Device-Based PEC Features for Material Properties Evaluation and Defect Detection |
|
|
|
3.1 Feature Extraction in the Time Domain |
|
|
37 | (5) |
|
3.1.1 PEC Response and Features in the Time Domain |
|
|
37 | (2) |
|
3.1.2 PEC Response and Features of Different Properties |
|
|
39 | (3) |
|
3.2 Stress Measurement Using Time-Domain Features |
|
|
42 | (2) |
|
|
42 | (1) |
|
|
43 | (1) |
|
3.3 Corrosion Evaluation and Development Prediction |
|
|
44 | (5) |
|
3.3.1 Corrosion and Samples |
|
|
44 | (1) |
|
|
45 | (4) |
|
3.4 Scanning PEC for Honeycomb Evaluation |
|
|
49 | (3) |
|
|
49 | (1) |
|
3.4.2 Honeycomb Structure Specimen 1 |
|
|
49 | (2) |
|
3.4.3 Honeycomb Structure Specimen 2 |
|
|
51 | (1) |
|
3.5 Scanning PEC for CFRP Impact Evaluation |
|
|
52 | (3) |
|
4 Coil-Based Rectangular PEC Sensors for Defect Classification |
|
|
|
4.1 Rectangular PEC Sensors and Feature Extraction |
|
|
55 | (6) |
|
4.1.1 Rectangular PEC Sensors |
|
|
55 | (1) |
|
4.1.2 Time-and Frequency-Domain Features Extraction |
|
|
55 | (3) |
|
4.1.3 Scanning Imaging Based on a Rectangular PEC Sensor |
|
|
58 | (3) |
|
4.2 Defect Classification Under Different Directions |
|
|
61 | (4) |
|
4.2.1 Peak Waves in Different Directions |
|
|
61 | (3) |
|
4.2.2 Classification Results |
|
|
64 | (1) |
|
4.3 Defect Classification Under Variations of Lift-Off |
|
|
65 | (4) |
|
|
65 | (1) |
|
|
66 | (1) |
|
4.3.3 Defect Classification in the Time Domain |
|
|
66 | (1) |
|
4.3.4 Defect Classification in the Frequency Domain |
|
|
67 | (2) |
|
4.4 PCA with Frequency-Domain Responses for Defect Classification in Multilayer Structures |
|
|
69 | (9) |
|
4.4.1 Methods of PCA with Frequency Response |
|
|
69 | (6) |
|
4.4.2 Defect Classification Results with Various Air Gaps |
|
|
75 | (2) |
|
4.4.3 Defect Classification Results Under Varying Lift-Offs |
|
|
77 | (1) |
|
4.5 PCA-SVM Based Defect Classification |
|
|
78 | (15) |
|
4.5.1 Methods of SVM-Based Classification |
|
|
78 | (7) |
|
4.5.2 Classification Results |
|
|
85 | (8) |
|
Part II Transient Eddy Current Thermography |
|
|
|
5 Active Thermography and Eddy Current Excited Thermography |
|
|
|
|
93 | (11) |
|
5.1.1 Classification by Excitation Signals |
|
|
93 | (2) |
|
5.1.2 Classification by Excitation Sources |
|
|
95 | (3) |
|
5.1.3 Classification by Heating Style |
|
|
98 | (2) |
|
5.1.4 Classification by Configuration |
|
|
100 | (1) |
|
5.1.5 Classification by Relative Motion |
|
|
101 | (3) |
|
5.2 Eddy Current Thermography |
|
|
104 | (10) |
|
5.2.1 Basic Knowledge of ECT |
|
|
105 | (2) |
|
5.2.2 Physical Principle of ECPT |
|
|
107 | (3) |
|
5.2.3 Surface Heating and Volumetric Heating of ECPT |
|
|
110 | (2) |
|
5.2.4 Feature Extraction Methods of ECPT |
|
|
112 | (2) |
|
5.3 ECPT for Quantitative Analysis of Surface Defects |
|
|
114 | (9) |
|
5.3.1 Quantitative Analysis Strategy |
|
|
115 | (2) |
|
5.3.2 Results and Validation |
|
|
117 | (6) |
|
6 Heat Conduction Based Eddy Current Pulsed Thermography (ECPT) for Defect Evaluation |
|
|
|
6.1 Time Domain Quantification Analysis for Deep Defects |
|
|
123 | (14) |
|
6.1.1 Analytical Solutions |
|
|
123 | (3) |
|
|
126 | (7) |
|
6.1.3 Experimental Studies |
|
|
133 | (4) |
|
6.2 Log Domain Quantification Analysis for Deep Defects |
|
|
137 | (7) |
|
|
137 | (2) |
|
|
139 | (3) |
|
6.2.3 Experimental Studies |
|
|
142 | (2) |
|
6.3 Lateral Heat Conduction Based Defect Evaluation |
|
|
144 | (11) |
|
|
144 | (1) |
|
|
145 | (3) |
|
6.3.3 Experimental Studies |
|
|
148 | (1) |
|
6.3.4 Rail Crack Evaluation |
|
|
149 | (6) |
|
7 Eddy Current Step or Time-Resolved Thermography (ECST) |
|
|
|
|
155 | (2) |
|
|
157 | (2) |
|
|
159 | (2) |
|
8 Eddy Current Pulsed Phase Thermography (ECPPT) for Metal Materials Evaluation |
|
|
|
8.1 Basic Theory of ECPPT |
|
|
161 | (3) |
|
|
161 | (2) |
|
8.1.2 Thermal Wave Propagation |
|
|
163 | (1) |
|
8.1.3 Fourier Transform Based Phase Extraction |
|
|
163 | (1) |
|
8.2 Finite Element Analysis for Defect Quantification |
|
|
164 | (3) |
|
8.3 Experimental Studies for Defect Quantification |
|
|
167 | (3) |
|
|
167 | (1) |
|
|
168 | (2) |
|
8.4 Elimination of Surface Emissivity Variation |
|
|
170 | (7) |
|
|
170 | (1) |
|
8.4.2 Samples with Emissivity Variation |
|
|
171 | (1) |
|
8.4.3 Results and Discussion |
|
|
171 | (6) |
|
9 Volume or Inside Heating Eddy Current Thermography |
|
|
|
9.1 Physical Principles of SHT and VHT |
|
|
177 | (6) |
|
9.1.1 Surface Heating Thermography |
|
|
178 | (1) |
|
9.1.2 Volume Heating Thermography and Inside Heating Thermography |
|
|
179 | (4) |
|
|
183 | (4) |
|
|
183 | (1) |
|
9.2.2 Volume Heating Step Thermography |
|
|
184 | (1) |
|
9.2.3 Volume Heating Pulse Thermography |
|
|
185 | (1) |
|
9.2.4 Volume Heating Pulse Phase Thermography |
|
|
186 | (1) |
|
|
187 | (6) |
|
|
187 | (2) |
|
|
189 | (4) |
|
10 Volume Heating ECT and Phase Analysis for CFRP Evaluation |
|
|
|
10.1 Methodology of ECVHT and Phase Analysis |
|
|
193 | (4) |
|
|
193 | (1) |
|
10.1.2 Eddy Current Volume Heating Thermography |
|
|
194 | (1) |
|
10.1.3 Phase Analysis Based on Thermal Wave Propagation and Fourier Transform-Based Phase Extraction |
|
|
195 | (1) |
|
10.1.4 Characterization Methods Under Transmission and Reflection Modes |
|
|
196 | (1) |
|
10.2 Delamination Evaluation Using Volume Heating ECPPT |
|
|
197 | (11) |
|
10.2.1 Experimental Setup |
|
|
197 | (1) |
|
|
198 | (7) |
|
|
205 | (3) |
|
10.3 Impact Evaluation Using Eddy Current Square Pulse Phase Thermography |
|
|
208 | (13) |
|
10.3.1 Methodology of ECSPPT |
|
|
208 | (2) |
|
10.3.2 Experimental Studies |
|
|
210 | (11) |
|
11 Pulsed Inductive Thermal Wave Radar (PITWR) |
|
|
|
|
221 | (3) |
|
|
221 | (1) |
|
|
222 | (2) |
|
11.2 Subsurface Defect Evaluation and Suppression of Emissivity Variation in Steel |
|
|
224 | (3) |
|
11.2.1 Simulation Results for Depth Quantification |
|
|
224 | (1) |
|
11.2.2 Experimental Studies of Steel |
|
|
225 | (2) |
|
11.3 Experimental Studies of CFRP |
|
|
227 | (14) |
|
11.3.1 Improvement of Delamination Detectability in CFRP |
|
|
227 | (7) |
|
11.2.2 Improvement of Impact Detectability in CFRP |
|
|
234 | (7) |
|
12 Through Coating Imaging of Early Marine Corrosion Using ECPPT |
|
|
|
12.1 Steel Corrosion Detection and Evaluation |
|
|
241 | (2) |
|
|
243 | (4) |
|
12.2.1 Through Coating Heating |
|
|
243 | (2) |
|
12.2.2 Through Coating Imaging |
|
|
245 | (2) |
|
12.3 Experimental Studies |
|
|
247 | (12) |
|
12.3.1 Experimental Setup |
|
|
247 | (1) |
|
12.3.2 Through Coating Imaging |
|
|
248 | (3) |
|
12.3.3 Corrosion Development |
|
|
251 | (1) |
|
12.3.4 Comparison Studies |
|
|
252 | (7) |
|
Part III Physical-Mathematical Model-Based ECPT for Defect Evaluation |
|
|
|
13 Separation of ECPT Transient Electromagnetic-Thermal Fields |
|
|
|
13.1 Demand for Separation of Transient Electromagnetic-Thermal Fields |
|
|
259 | (1) |
|
13.2 Physical-Mathematical Time-Dependent Partition Model |
|
|
260 | (4) |
|
13.3 Validation of Model: Simulation and Experiments |
|
|
264 | (9) |
|
13.3.1 Simulation and Experimental Setup |
|
|
265 | (1) |
|
13.3.2 Results and Discussion |
|
|
266 | (7) |
|
14 Unsupervised Sparse Pattern Diagnostic of Defects with ECPT |
|
|
|
|
273 | (5) |
|
|
273 | (1) |
|
14.1.2 ECPT for Defect Detection |
|
|
274 | (2) |
|
14.1.3 Relationship Between Excitation System, Heating Phase, and Cooling Phase With Respect to Material Variation |
|
|
276 | (1) |
|
|
276 | (1) |
|
14.1.5 Multiphase Analysis |
|
|
277 | (1) |
|
14.2 Physics-based Data Analytics |
|
|
278 | (4) |
|
|
278 | (1) |
|
14.2.2 General Principle of Pattern Extraction |
|
|
279 | (1) |
|
14.2.3 Sparse Pattern Extraction |
|
|
279 | (3) |
|
14.3 Experimental Studies |
|
|
282 | (2) |
|
14.3.1 ECPT Experimental Platform |
|
|
282 | (1) |
|
14.3.2 Probability of Defect Detection |
|
|
283 | (1) |
|
14.4 Results and Discussion |
|
|
284 | (11) |
|
14.4.1 Influence of Phase Selection |
|
|
284 | (2) |
|
14.4.2 Impact of Sparse Pattern Extraction |
|
|
286 | (2) |
|
14.4.3 Impact of Detectability of Contamination Levels of Material |
|
|
288 | (2) |
|
14.4.4 Industrial Application: Micronatural Crack Detection |
|
|
290 | (5) |
|
15 Multidimensional Tensor-Based ECPT for Wind Turbine Gear Inspection |
|
|
|
15.1 NDT, CM, and SHM of Wind Turbines |
|
|
295 | (2) |
|
|
297 | (4) |
|
15.2.1 Brief Introduction of ECPT |
|
|
297 | (1) |
|
15.2.2 Thermal Optical Flow Model |
|
|
297 | (2) |
|
15.2.3 Integration of TOF and Tensor Models |
|
|
299 | (2) |
|
15.3 Experimental Studies |
|
|
301 | (10) |
|
|
302 | (4) |
|
15.3.2 Validation Study Using Barkhausen Noise |
|
|
306 | (2) |
|
15.3.3 Advantages and Limits |
|
|
308 | (3) |
|
16 Physics-Based Modeling and Pattern Mining of ECPT |
|
|
|
|
311 | (5) |
|
|
311 | (2) |
|
16.1.2 Interpretation of Electromagnetic Thermal Patterns |
|
|
313 | (3) |
|
16.2 Modeling and Mining of Thermal Patterns in the Spatial, Time, Frequency, and Sparse Domains |
|
|
316 | (3) |
|
|
316 | (3) |
|
16.2.2 Thermal Pattern Mining |
|
|
319 | (1) |
|
16.3 Results and Discussion |
|
|
319 | (8) |
|
|
319 | (1) |
|
|
320 | (4) |
|
|
324 | (3) |
References |
|
327 | (16) |
Index |
|
343 | |