Response Surface Methodology for Optimizing Giant Magneto-Resistive (GMR)-Bobbing Coil Probe for Carbon Steel Pipeline Crack Detection

  • Authors

    • Moneer A Faraj
    • Fahmi Samsuri
    • Ahmed N AbdAlla
    • Damhuji Rifai
    • Kharud Ali
    • Y. Al-Douri
    https://doi.org/10.14419/ijet.v7i3.28.23426
  • Eddy Current Testing, Non-Destructive Testing, GMR Sensor, Defect Detection, Response surface methodology.

  • Abstract

    Inspection of inner wall cracks is critical in the evaluation of carbon steel pipe integrity. In this study, the optimization of Giant magneto-resistive (GMR)-Bobbing coil probe (GMR-BC) based eddy current technique for carbon steel pipeline was proposed. Bobbing coil was used in the magnetization of pipe and the GMR sensor array in the identification of field leakages from the pipe crack. Response surface methodology (RSM) was utilized to optimize the dimension which includes GMR sensors, height of the coil, and lift-off depending on the desirability technique. The efficiency of this approach was by estimating the change in the axial component of leakage flux from axial and hole defects artificially machined on the wall pipe. The results obtained experimentally were in good agreement with the predicted mathematical model using RSM in the prediction of axial and hole defect detection. The result reflected that 6 GMR sensors, 2 mm of lift-off, and 10 mm of coil height were the optimum conditions of GMR-BC probe that detected all the axial and hole defect in 60 mm carbon steel pipe.

     

     


     

  • References

    1. [1] T. El-Shiekh, "Leak detection methods in transmission pipelines," Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 32, 715-726, 2010.

      [2] W. Du, H. Nguyen, A. Dutt, and K. Scallion, "Design of a GMR sensor array system for robotic pipe inspection," Proceedings of the IEEE Sensors, 2010, pp. 2551-2554.

      [3] I. Abidin, M. Umar, M. Yusof, M. Ibrahim, A. Hamzah, and M. Salleh, "Advantages and applications of Eddy current thermography testing for comprehensive and reliable defect assessment," Proceedings of the 18th World Conference on Nondestructive Testing, Durban, South Africa, 2012, pp. 16-20.

      [4] J. Garcia-Martin, J. Gomez-Gil, and E. Vazquez-Sanchez, "Non-destructive techniques based on Eddy current testing," Sensors, 11, 2525-2565, 2011.

      [5] M. A. Faraj, F. Samsuri, and A. N. AbdAlla, "Hybrid of Eddy current probe based on permanent magnet and GMR sensor," Journal of Telecommunication, Electronic and Computer Engineering, 10, 7-11, 2018.

      [6] J. Bailey, N. Long, and A. Hunze, "Eddy current testing with Giant Magnetoresistance (GMR) sensors and a pipe-encircling excitation for evaluation of corrosion under insulation," Sensors, 17, 1-21, 2017.

      [7] M. Kaack, T. Orth, G. Fischer, W. Weingarten, S. Koka, and N. Arzt, "Application of GMR sensors for the industrial inspection of seamless steel pipes," Proceedings of the 11th Symposium on Magnetoresistive Sensors and Magnetic Systems, 2011, pp. 29-30.

      [8] W. Cheng, "Pulsed eddy current testing of carbon steel pipes’ wall-thinning through insulation and cladding," Journal of Nondestructive evaluation, 31, 215-224, 2012.

      [9] D. Rifai, A. N. Abdalla, R. Razali, K. Ali, and M. A. Faraj, "An Eddy current testing platform system for pipe defect inspection based on an optimized Eddy current technique probe design," Sensors, 17, 1-24, 2017.

      [10] K. Tsukada, M. Hayashi, Y. Nakamura, K. Sakai, and T. Kiwa, "Small Eddy current testing sensor probe using a tunneling magnetoresistance sensor to detect cracks in steel structures," IEEE Transactions on Magnetics, 2018, 1-5, 2018.

      [11] B. Sasi, V. Arjun, C. Mukhopadhyay, and B. Rao, "Enhanced detection of deep seated flaws in 316 stainless steel plates using integrated EC-GMR sensor," Sensors and Actuators A: Physical, 275, 44-50, 2018.

      [12] J.-T. Jeng, G.-S. Lee, W.-C. Liao, and C.-L. Shu, "Depth-resolved Eddy-current detection with GMR magnetometer," Journal of Magnetism and Magnetic Materials, 304, e470-e473, 2006.

      [13] D. Pasadas, A. L. Ribeiro, T. Rocha, and H. G. Ramos, "Open crack depth evaluation using eddy current methods and GMR detection," Proceedings of the IEEE Metrology for Aerospace, 2014, pp. 117-121.

      [14] J. Xin, N. Lei, L. Udpa, and S. S. Udpa, "Rotating field eddy current probe with bobbin pickup coil for steam generator tubes inspection," Ndt & E International, 54, 45-55, 2013.

      [15] L. S. Rosado, J. C. Gonzalez, T. G. Santos, P. M. Ramos, and M. Piedade, "Geometric optimization of a differential planar eddy currents probe for non-destructive testing," Sensors and Actuators A: Physical, 197, 96-105, 2013.

      [16] M. Li and D. Lowther, "NDT sensor design optimization for accurate crack reconstruction," COMPEL-International Journal for Computation and Mathematics in Electrical and Electronic Engineering, 31, 792-802, 2012.

      [17] X. A. Yuan, W. Li, G. Chen, X. Yin, J. Ge, W. Jiang, and J. Zhao, "Bobbin coil probe with sensor arrays for imaging and evaluation of longitudinal cracks inside aluminum tubes," IEEE Sensors Journal, 2018, 1-8, 2018.

      [18] W. S. Singh, B. P. Rao, S. Thirunavukkarasu, S. Mahadevan, C. Mukhopadhyay, and T. Jayakumar, "Development of magnetic flux leakage technique for examination of steam generator tubes of prototype fast breeder reactor," Annals of Nuclear Energy, 83, 57-64, 2015.

      [19] M. Kaushal, P. Dhiman, S. Singh, and H. Patel, "Finite volume and response surface methodology based performance prediction and optimization of a hybrid earth to air tunnel heat exchanger," Energy and Buildings, 104, 25-35, 2015.

      [20] J. Sahu, J. Acharya, and B. Meikap, "Response surface modeling and optimization of chromium (VI) removal from aqueous solution using Tamarind wood activated carbon in batch process," Journal of hazardous materials, 172, 818-825, 2009.

      [21] G. E. Box and J. S. Hunter, "The 2 k—p fractional factorial designs," Technometrics, 3, 311-351, 1961.

      [22] C. Ye, Y. Huang, L. Udpa, and S. S. Udpa, "Novel rotating current probe with GMR array sensors for steam generate tube inspection," IEEE Sensors Journal, 16, 4995-5002, 2016.

      [23] J. Paw, K. Ali, C. Hen, A. Abdallah, T. Ding, N. Ahlam, and N. Eirfan, "Encircling probe with multi-excitation frequency signal for depth crack defect in Eddy current testing," Journal of Fundamental and Applied Sciences, 10, 949-964, 2018.

      [24] S. Ghafari, H. A. Aziz, M. H. Isa, and A. A. Zinatizadeh, "Application of response surface methodology (RSM) to optimize coagulation–flocculation treatment of leachate using poly-aluminum chloride (PAC) and alum," Journal of hazardous materials, 163, 650-656, 2009.

      [25] N. S. El-Gendy, A. Hamdy, and B. A. Omran, "Thermal and surface studies on the corrosion inhibition of petroleum pipeline by aqueous extract of Allium cepa skin under acidic condition," Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 40, 905-915, 2018.

      [26] A. L. Ribeiro, A. L. Ribeiro, H. G. Ramos, and T. J. Rocha, "Defect detection in stainless steel tubes with AMR and GMR sensors using remote field Eddy current inspection," ACTA IMEKO, 4, 62-67, 2015.

      [27] W. S. Singh, B. P. Rao, C. Mukhopadhyay, and T. Jayakumar, "Detection of localized damage in water wall tubes of thermal power plants using GMR sensor array based magnetic flux leakage technique," Journal of Nondestructive Evaluation, 34, 1-7, 2015.

      [28] V. Suresh, A. Abudhahir, and J. Daniel, "Development of magnetic flux leakage measuring system for detection of defect in small diameter steam generator tube," Measurement, 95, 273-279, 2017.

      [29] E. Firatligil-Durmus and O. Evranuz, "Response surface methodology for protein extraction optimization of red pepper seed (Capsicum frutescens)," LWT-Food Science and Technology, 43, 226-231, 2010.

      [30] H. Joardar, N. Das, and G. Sutradhar, "An experimental study of effect of process parameters in turning of LM6/SiC P metal matrix composite and its prediction using response surface methodology," International Journal of Engineering, Science and Technology, 3, 132-141, 2011.

      [31] S. Rashidi, M. Bovand, and J. Esfahani, "Heat transfer enhancement and pressure drop penalty in porous solar heat exchangers: A sensitivity analysis," Energy Conversion and Management, 103, 726-738, 2015.

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  • How to Cite

    A Faraj, M., Samsuri, F., N AbdAlla, A., Rifai, D., Ali, K., & Al-Douri, Y. (2018). Response Surface Methodology for Optimizing Giant Magneto-Resistive (GMR)-Bobbing Coil Probe for Carbon Steel Pipeline Crack Detection. International Journal of Engineering & Technology, 7(3.28), 218-226. https://doi.org/10.14419/ijet.v7i3.28.23426

    Received date: 2018-12-08

    Accepted date: 2018-12-08