Quantitative evaluation of stress corrosion cracking based on crack conductivity model and intelligent algorithm from eddy current testing signals

References

• Ghosh S, Rana V, Kain V, et al. Role of residual stresses induced by industrial fabrication on stress corrosion cracking susceptibility of austenitic stainless steel. Mater Des. 2011;32(7):3823–3831.
   Web of Science ®Google Scholar
• Yusa N, Hashizume H, Uchimoto T, et al. Evaluation of the electromagnetic characteristics of type 316L stainless steel welds from the viewpoint of eddy current inspections. J Nucl Sci Technol. 2014;51(1):127–132.
   Web of Science ®Google Scholar
• Yusa N, Janousek L, Rebican M, et al. Caution when applying eddy current inversion to stress corrosion cracking. Nucl Eng Des. 2006;236(2):211–221.
   Web of Science ®Google Scholar
• Norton SJ, Bowler JR. Theory of eddy current inversion. J Appl Phys. 1993;73(2):501–512.
   Web of Science ®Google Scholar
• Auld BA, Moulder JC. Review of advances in quantitative eddy current nondestructive evaluation. J Nondestruct Eval. 1999;18(1):3–36.
   Web of Science ®Google Scholar
• Chen Z, Yusa N, Miya K. Enhancements of eddy current testing techniques for quantitative nondestructive testing of key structural components of nuclear power plants. Nucl Eng Des. 2008;238(7):1651–1656.
   Web of Science ®Google Scholar
• Kojima F, Kubota N, Kobayashi K, et al. Shape recovery of natural crack using evolutionary programming related to eddy current testing. Int J Appl Electromagn Mech. 2001;15(1):243–247.
   Web of Science ®Google Scholar
• Li Y, Udpa L, Udpa S. Three-dimensional defect reconstruction from eddy current signal by using a genetic local search algorithm. IEEE Trans Magnet. 2004;40:410–417.
   Web of Science ®Google Scholar
• Yusa N, Hashizume H. Numerical investigation of the ability of eddy current testing to size surface breaking cracks. Nondestruct Test Eval. 2016;32(1):50–58.
   Web of Science ®Google Scholar
• Bernieri A, Betta G, Ferrigno L, et al. Multifrequency excitation and support vector machine regressor for ECT defect characterization. IEEE Trans Instrum Meas. 2014;63(5):1272–1280.
   Web of Science ®Google Scholar
• Chen T, Tian G, Sophian A, et al. Feature extraction and selection for defect classification of pulsed eddy current NDT. NDT E Int. 2008;41(6):467–476.
   Web of Science ®Google Scholar
• Takagi T, Fukutomi H, Hashimoto M, et al. Benchmark models of eddy current testing for steam generator tube: experiment and numerical analysis. Int J Appl Electromagn Mater. 1994;4(5):149–162.
   Google Scholar
• Yusa N. Development of computational inversion techniques to size cracks from eddy current signals. Nondestruct Test Eval. 2010;24(1–2):39–52.
   Web of Science ®Google Scholar
• Yusa N, Miya K. Discussion on the equivalent conductivity and resistance of stress corrosion cracks in eddy current simulations. NDT E Int. 2009;42(1):9–15.
   Web of Science ®Google Scholar
• Yusa N, Hashizume H. Four-terminal measurement of the distribution of electrical resistance across stress corrosion cracking. NDT E Int. 2011;44(7):544–546.
   Web of Science ®Google Scholar
• Huang T, Zhang D, Chen Z. A study on the distribution of conductivity of a stress corrosion crack based on ECT. J Meas Tech. 2010;24:58–61.
   Google Scholar
• Cai W, Xie S, Jomdecha C, et al. Assessment of local conductivity distribution in stress corrosion crack region using direct current potential drop method. Corros Sci. 2017;123:197–208.
   Web of Science ®Google Scholar
• Jomdecha C, Cai W, Xie S, et al. A numerical study on eddy current signal characteristics of imitative stress corrosion cracks. Int J Appl Electromagn Mech. 2017;55(2):257–269.
   Web of Science ®Google Scholar
• Wang L, Chen Z. Reconstruction of stress corrosion cracks using high-dimension hybrid optimization algorithm from eddy current signals. Int J Appl Electromagn Mech. 2016;52(3–4):1511–1517.
   Web of Science ®Google Scholar
• Salucci M, Anselmi N, Oliveri G, et al. Real-time NDT-NDE through an innovative adaptive partial least squares SVR inversion approach. IEEE Trans Geosci Remo. 2016;54(11):1–15.
   Web of Science ®Google Scholar
• Yang Q, Liu S, Chen H, et al. Element-free method for engineering electromagnetic fields. Beijing: Science Press; 2008.
   Google Scholar
• Cortes C, Vapnik V. Support-vector networks. Mach Learn. 1995;20:273–297.
   Web of Science ®Google Scholar
• Khan S, Yang S, Wang L, et al. A modified particle swarm optimization algorithm for global optimizations of inverse problems. IEEE Trans Magnet. 2016;52(3):1–4.
   Web of Science ®Google Scholar
• Wang L, Xie S, Chen Z, et al. Reconstruction of stress corrosion cracks using signals of pulsed eddy current testing. Nondestruct Test Eval. 2013;28(2):145–154.
   Web of Science ®Google Scholar