Home Identification and characterization of the grinding burns by eddy current method
Article Open Access

Identification and characterization of the grinding burns by eddy current method

  • Dominik Kukla EMAIL logo , Mateusz Kopec and Andrzej Gradzik
Published/Copyright: December 31, 2022
Become an author with De Gruyter Brill

Abstract

This work presents an attempt to identify local changes in materials caused by local grinding burnings by using the eddy current (EC) method. The locally heat-treated AISI 9310 steel specimen was prepared by using a laser surfacing process to imitate three different grinding burns. These burn marks were characterized in terms of changes in microstructure and hardness on the surface and cross-section of the specimen. On such a basis, the depth of the heat-affected zone caused by the grinding tool was examined. Subsequently, the specimen was subjected to the EC measurements for the quantitative description of the signal from each of the defects by using a commercial NORTEC 600D flaw detector working in specimen scanning mode and with a pencil probe. The changes in the amplitude and the phase angle of the signal from three defects indicate the possibility to identify burns along with their quantitative description and subsequent estimation of their depth. The differences in the phase angle value, related to the local changes in the stress state, serve as an effective indicator of the specimen overheating degree in the area of the EC induction.

1 Introduction

Grinding burns are one of the critical issues affecting components’ surface integrity and frequently leading to their failure. The majority of existing methods for grinding thermal damage identification are based on offline characteristics, for example, residual stress and microhardness measurements, or visual methods for burned color identification [1]. In recent years, the development of non-destructive techniques for grinding burns detection based on X-ray diffraction [2], acoustic emission [3], and magnetic methods [4] was observed. Magnetic methods such as Barkhausen noise [5] or eddy current (EC) method are nowadays frequently applied for the detection of burns without the subjectivity of the inspector (acid etching method). However, the potential application of these methods during in-process inspection has not been investigated in detail as yet [6]. The EC method is a conventional and effective technique used in defectoscopy. This technique could be used in discontinuity detection as well as for the localization of recognized changes in microstructure and properties generated at the manufacturing, heat treatment, or exploitation stage [7]. It was found that one of the potential EC applications could be the detection of grinding burns resulting from local overheating of the material due to the improper surface treatment performed. As-formed grinding burns occur during heat treatment of hardened elements, including grinding wheels, and frequently cause increased degradation of the workpieces which leads to subsequent component failure. For such reason, it is important to develop diagnostic methods for the detection of manufacturing defects, preferably with the support of non-destructive techniques. The subject of the research was therefore to examine the possibility of the EC technique and the commercial flaw detector application in the identification and assessment of locally overheated areas resulting from the laser processing that was previously used to simulate grinding burns.

2 Methodology

In a standard EC test, a circular coil carrying current is located in the proximity of the electrically conductive test specimen. An alternating current in the coil generates a changing magnetic field, which interacts with the test specimen and subsequently generates ECs. Variations in the phase and magnitude of these ECs can be monitored by using a second “receiver” coil, or by measuring changes in the current flowing in the primary “excitation” coil. The presence of metallurgical changes in the material, including burns, will cause a change in EC and a corresponding change in the registered signal. The main advantage of this method is that the inspection could be performed without contact and with some distance or lift off between the sensor and the part [8,9].

AISI 9310 steel (in accordance with the AMS 6265 standard) used in this study is a conventional material for aircraft gear production [10]. It is commonly subjected to thermo-chemical and mechanical surface treatment due to the strength and dimensional requirements for these elements. The chemical composition of the material is listed in Table 1.

Table 1

Chemical composition of AISI 9310 steel

C Ni Cr Mo Cu Mn Si P Fe
0.13 3.18 1.21 0.11 0.07 0.57 0.28 0.008 Bal.

The specimen with artificial defects produced with laser technique (Trumpf TruLaser Cell 3008) on the AISI 9310 steel was used to represent the burns during grinding (Figure 1a). Microstructural observations were performed on the etched specimens using a Nikon Epiphot 200 light microscope. Microhardness profiles were made under a load of 500 g by using the NEXUS 4303 hardness tester to estimate the depth of the heat-affected zone (HAZ) measured from the surface. The processing parameters and the values of the depth of burns and HAZ measured on the specimens’ cross-section are presented in Table 2. The precise control of the power, speed, and power density of the laser beam enabled to obtain three different grinding burns (Figure 1b). These burns were characterized in terms of changes in the microstructure and hardness of their cross-sections. As-prepared specimens were subsequently subjected to the EC measurements for the qualitative description of each defect. This non-destructive testing was performed using the commercial flow detector Nortec 600D working in specimen scanning mode and with a pencil probe.

Figure 1 
               General view of the specimen with linear burns: (a) cross-sectional view of the burns in specimen and (b) 1, 2, and 3 are the burn number.
Figure 1

General view of the specimen with linear burns: (a) cross-sectional view of the burns in specimen and (b) 1, 2, and 3 are the burn number.

Table 2

Laser processing parameters and depth of burns and HAZ measured on the cross-sections

Burn number Power of the beam (W) Speed of the beam (mm/min) Power density (W/cm2) Depth of the burn (µm) Depth of the HAZ (µm)
1 80 250 2,550 150 220
2 140 750 4,450 160 375
3 160 500 5,100 425 550

Figure 1 shows a general view of the specimen with three laser burns and a cross-sectional view of this specimen, revealing the microstructure and HAZs. EC testing was performed on the specimens before cutting and in perpendicular to the burns’ axis direction. The pencil probe and four frequencies of induction current were used to achieve different depths of material penetration. For each linear scan, the signal parameters in the form of amplitude and impedance phase angle were recorded.

3 Result

The representative result of EC testing obtained for the frequency of 500 kHz was presented in the form of indications on the defectoscope screen as shown in Figure 2a. Additionally, Figure 2b and c present the results of amplitude and phase angle measurements performed in the range of frequency from 500 kHz to 6 MHz, respectively. Slight differences in the values of both parameters depending on the measuring frequency were attributed to the high magnetic permeability of the hardened layer, which limits the penetration of ECs to a depth of several hundred micrometers into the material [11].

Figure 2 
               View of the defectoscope screen with three burn indications (a). The measurement results of the impedance amplitude (b) and phase angle (c) for four measuring frequencies.
Figure 2

View of the defectoscope screen with three burn indications (a). The measurement results of the impedance amplitude (b) and phase angle (c) for four measuring frequencies.

Based on the cross-sectional observations, a qualitative assessment of the depth of burns and HAZs was conducted (Figure 3). Furthermore, hardness profiles were performed along the axis of each of the burns to measure the hardness distribution from the surface to the core (Figure 4). The microstructural observations and the hardness profiles were subsequently correlated with the measured values of the impedance and phase angle as shown in Figures 3 and 5, respectively. The comparison of values obtained from the EC method and the depth of burns and HAZ is almost in perfect agreement. In defectoscopy, the amplitude of the impedance signal depends on the change in the depth of the defect in relation to the reference value. Similarly, the changes in impedance during the scanning of various depths of burns could be explained. If the depth of the anomalous area increases, the difference in the impedance value and the reference value is higher as well. Such preliminary analysis shows the potential of non-destructive assessment in structure defect depth estimation during EC measurements of impedance amplitude (Figure 3).

Figure 3 
               The burn and HAZ thickness dependence on impedance signal amplitude.
Figure 3

The burn and HAZ thickness dependence on impedance signal amplitude.

Figure 4 
               Microhardness distribution on the cross-sections with a gradient of hardness caused by laser heating (a) and microscopic view of the investigated area (b).
Figure 4

Microhardness distribution on the cross-sections with a gradient of hardness caused by laser heating (a) and microscopic view of the investigated area (b).

Figure 5 
               Comparison of results of changes in the microhardness at a distance of 200 µm from the surface and values of impedance phase angle measured for each burn.
Figure 5

Comparison of results of changes in the microhardness at a distance of 200 µm from the surface and values of impedance phase angle measured for each burn.

On the other hand, the relation between the hardness in the overheating areas and the value of the impedance phase angle was assessed. As could be seen in Figure 4, the microhardness profiles performed on the cross-sections of the three different types of burns were different. The differences found in profile no. 1 were caused by the specific parameters of the laser treatment and subsequent changes in the specimen microstructure related to the level of the residual stress on the workpiece surface being altered in the grinding process by the action of applied mechanical forces, thermal stress, and stress owing to phase transformations [12,13]. These changes were related, among others, to the creation of excessive tempering zones and re-quenching, resulting in significant properties in the layer of the processed material. The comparison of the microhardness results with the values of the phase angle measured during linear scanning presents a strong correlation between these parameters. The microhardness at the burn point, as a function of the distance from the surface, changes in the same way as the impedance trajectory in these areas, which could be observed in Figure 2a. The summary of the work’s findings is presented in Figure 5 to further confirm this correlation.

One could observe the dependence of the parameters induced in the material due to EC measurement on its surface hardness. Changes in the structure and stress state of ferromagnetic materials caused by grinding burn increase the magnetic permeability in the metamorphic layer [12]. Since such an increase is proportional to the hardness changes related to the burn and the permeability affects the value of the EC phase angle [14], it could be deduced that its changes enable a qualitative assessment of changes in hardness at a specific distance limited by EC depth penetration [15,16].

The presented result extends the potential application of EC measurements to the assessment of the surface and sub-surface hardness changes through variation in the value of the impedance phase angle. Although such an assessment is qualitative, it still enables a non-destructive detection of hardness changes related to grinding burns.

4 Conclusion

The EC technique enables the qualitative identification of local hardness changes caused by excessive grinding. One can find that with an appropriate set of reference specimens with defined depth and surface hardness, it is possible to quantify the burns, based on the analysis of changes in the phase angle and the amplitude of the signal obtained during scanning of the machined surface.

  1. Conflict of interest: Authors state no conflict of interest.

References

[1] Szczepankowski A, Przysowa R, Perczyński J, Kułaszka A. Health and durability of protective and thermal barrier coatings monitored in service by visual inspection. Coatings. 2022;12(5):624. 10.3390/coatings12050624.Search in Google Scholar

[2] He B, Wei C, Ding S, Shi Z. A survey of methods for detecting metallic grinding burn. Measurement. 2019;134:426–39. 10.1016/j.measurement.2018.10.093. ISSN 0263-2241.Search in Google Scholar

[3] Eda H, Kishi K, Usiu N, Kakino Y, Fujiwara A. In-process detection of grinding burn by means of utilizing acoustic emission. J Jpn Soc Precis Eng. 1983;49(9):1257–62. 10.2493/jjspe1933.49.1257.Search in Google Scholar

[4] Santa-aho S, Vippola M, Sorsa A, Latokartano J, Lindgren M, Leiviskä K, et al. Development of Barkhausen noise calibration blocks for reliable grinding burn detection. J Mater Process Technol. 2012;212:408–16.10.1016/j.jmatprotec.2011.10.003Search in Google Scholar

[5] Neslušan M, Cížek J, Kolarˇík K, Minárik P, Čilliková M, Melikhova O. Monitoring of grinding burn via Barkhausen noise emission in case-hardened steel in large-bearing production. J Mater Process Technol. 2017;240:104–17.10.1016/j.jmatprotec.2016.09.015Search in Google Scholar

[6] Khazi I, Kovacs A, Mescheder U, Zahedi A, Azarhoushang B. Fusion of optical and microfabricated eddy current sensors for the non-destructive detection of grinding burn. Adv Sci Technol Eng Syst J. 2021;6(1):1414–21.10.25046/aj0601160Search in Google Scholar

[7] Lanzagorta JL, Urgoiti L, Vazquez PR, Barrenetxea D, Sánchez JA. Experimental approach for a grinding burn in-process inspection system based on eddy current. Procedia CIRP. 2020;87:391–6. 10.1016/j.procir.2020.02.011.Mook.Search in Google Scholar

[8] Ito R, Mukaide N, Azuma T, Soma S, Murakami S, Kuriyagawa T. Development of non-destructive inspection system for grinding burn-in-process detection of grinding burn. Adv Mater Res. 2014;1017:135–40.10.4028/www.scientific.net/AMR.1017.135Search in Google Scholar

[9] Wasif R, Tokhi MO, Shirkoohi G, Marks R, Rudlin J. Development of permanently installed magnetic eddy current sensor for corrosion monitoring of ferromagnetic pipelines. Appl Sci. 2022;12(3):1037. 10.3390/app12031037.Search in Google Scholar

[10] Krantz T, Tufts B. Pitting and bending fatigue evaluations of a new case-carburized gear steel. Gear Technol. 2008;2:52–63.10.1115/DETC2007-34090Search in Google Scholar

[11] He B, Wei C, Ding S, Shi Z. A survey of methods for detecting metallic grinding burn. Measurement. 2019;134:426–39. 10.1016/j.measurement.2018.10.093. Elsevier B.V.Search in Google Scholar

[12] Ma X, Peyton AJ, Zhao YY. Eddy current measurements of electrical conductivity and magnetic permeability of porous metals. NDT E Int. 2006;39(7):562–8. 10.1016/j.ndteint.2006.03.008.Search in Google Scholar

[13] Dychtoń K, Gradzik A, Kolek, Raga K. Evaluation of thermal damage impact on microstructure and properties of carburized AISI 9310 gear steel grade by destructive and non-destructive testing methods. Materials (Basel). 2021;14(18):5276. 10.3390/ma14185276.Search in Google Scholar PubMed PubMed Central

[14] Akujärvi V, Cedell T, Gutnichenko O, Jaskari M, Andersson M. Evolution of magnetic properties during tempering. Int J Adv Manuf Technol. 2022;119(3–4):2329–39. 10.1007/s00170-021-08464-7.Search in Google Scholar

[15] Chen B, Ren S. Study on the relationship between permeability, hardness of ferromagnetic structure and quenching, tempering temperature. Proceedings of 2021 IEEE Far East NDT New Technology and Application Forum, FENDT 2021; 2021. p. 16–21. 10.1109/FENDT54151.2021.9749635 Search in Google Scholar

[16] Zösch A, Seidel C, Härtel K, Seidel MW, Maier J, Neun G. Detection of near Surface damages in crank shafts by using eddy current testing. 19th World Conference on Non-Destructie Testing; 2016. p. 8.Search in Google Scholar

Received: 2022-08-12
Revised: 2022-10-24
Accepted: 2022-10-26
Published Online: 2022-12-31

© 2022 the author(s), published by De Gruyter

This work is licensed under the Creative Commons Attribution 4.0 International License.

Articles in the same Issue

  1. Regular Articles
  2. Performance of a horizontal well in a bounded anisotropic reservoir: Part I: Mathematical analysis
  3. Key competences for Transport 4.0 – Educators’ and Practitioners’ opinions
  4. COVID-19 lockdown impact on CERN seismic station ambient noise levels
  5. Constraint evaluation and effects on selected fracture parameters for single-edge notched beam under four-point bending
  6. Minimizing form errors in additive manufacturing with part build orientation: An optimization method for continuous solution spaces
  7. The method of selecting adaptive devices for the needs of drivers with disabilities
  8. Control logic algorithm to create gaps for mixed traffic: A comprehensive evaluation
  9. Numerical prediction of cavitation phenomena on marine vessel: Effect of the water environment profile on the propulsion performance
  10. Boundary element analysis of rotating functionally graded anisotropic fiber-reinforced magneto-thermoelastic composites
  11. Effect of heat-treatment processes and high temperature variation of acid-chloride media on the corrosion resistance of B265 (Ti–6Al–4V) titanium alloy in acid-chloride solution
  12. Influence of selected physical parameters on vibroinsulation of base-exited vibratory conveyors
  13. System and eco-material design based on slow-release ferrate(vi) combined with ultrasound for ballast water treatment
  14. Experimental investigations on transmission of whole body vibration to the wheelchair user's body
  15. Determination of accident scenarios via freely available accident databases
  16. Elastic–plastic analysis of the plane strain under combined thermal and pressure loads with a new technique in the finite element method
  17. Design and development of the application monitoring the use of server resources for server maintenance
  18. The LBC-3 lightweight encryption algorithm
  19. Impact of the COVID-19 pandemic on road traffic accident forecasting in Poland and Slovakia
  20. Development and implementation of disaster recovery plan in stock exchange industry in Indonesia
  21. Pre-determination of prediction of yield-line pattern of slabs using Voronoi diagrams
  22. Urban air mobility and flying cars: Overview, examples, prospects, drawbacks, and solutions
  23. Stadiums based on curvilinear geometry: Approximation of the ellipsoid offset surface
  24. Driftwood blocking sensitivity on sluice gate flow
  25. Solar PV power forecasting at Yarmouk University using machine learning techniques
  26. 3D FE modeling of cable-stayed bridge according to ICE code
  27. Review Articles
  28. Partial discharge calibrator of a cavity inside high-voltage insulator
  29. Health issues using 5G frequencies from an engineering perspective: Current review
  30. Modern structures of military logistic bridges
  31. Retraction
  32. Retraction note: COVID-19 lockdown impact on CERN seismic station ambient noise levels
  33. Special Issue: Trends in Logistics and Production for the 21st Century - Part II
  34. Solving transportation externalities, economic approaches, and their risks
  35. Demand forecast for parking spaces and parking areas in Olomouc
  36. Rescue of persons in traffic accidents on roads
  37. Special Issue: ICRTEEC - 2021 - Part II
  38. Switching transient analysis for low voltage distribution cable
  39. Frequency amelioration of an interconnected microgrid system
  40. Wireless power transfer topology analysis for inkjet-printed coil
  41. Analysis and control strategy of standalone PV system with various reference frames
  42. Special Issue: AESMT
  43. Study of emitted gases from incinerator of Al-Sadr hospital in Najaf city
  44. Experimentally investigating comparison between the behavior of fibrous concrete slabs with steel stiffeners and reinforced concrete slabs under dynamic–static loads
  45. ANN-based model to predict groundwater salinity: A case study of West Najaf–Kerbala region
  46. Future short-term estimation of flowrate of the Euphrates river catchment located in Al-Najaf Governorate, Iraq through using weather data and statistical downscaling model
  47. Utilization of ANN technique to estimate the discharge coefficient for trapezoidal weir-gate
  48. Experimental study to enhance the productivity of single-slope single-basin solar still
  49. An empirical formula development to predict suspended sediment load for Khour Al-Zubair port, South of Iraq
  50. A model for variation with time of flexiblepavement temperature
  51. Analytical and numerical investigation of free vibration for stepped beam with different materials
  52. Identifying the reasons for the prolongation of school construction projects in Najaf
  53. Spatial mixture modeling for analyzing a rainfall pattern: A case study in Ireland
  54. Flow parameters effect on water hammer stability in hydraulic system by using state-space method
  55. Experimental study of the behaviour and failure modes of tapered castellated steel beams
  56. Water hammer phenomenon in pumping stations: A stability investigation based on root locus
  57. Mechanical properties and freeze-thaw resistance of lightweight aggregate concrete using artificial clay aggregate
  58. Compatibility between delay functions and highway capacity manual on Iraqi highways
  59. The effect of expanded polystyrene beads (EPS) on the physical and mechanical properties of aerated concrete
  60. The effect of cutoff angle on the head pressure underneath dams constructed on soils having rectangular void
  61. An experimental study on vibration isolation by open and in-filled trenches
  62. Designing a 3D virtual test platform for evaluating prosthetic knee joint performance during the walking cycle
  63. Special Issue: AESMT-2 - Part I
  64. Optimization process of resistance spot welding for high-strength low-alloy steel using Taguchi method
  65. Cyclic performance of moment connections with reduced beam sections using different cut-flange profiles
  66. Time overruns in the construction projects in Iraq: Case study on investigating and analyzing the root causes
  67. Contribution of lift-to-drag ratio on power coefficient of HAWT blade for different cross-sections
  68. Geotechnical correlations of soil properties in Hilla City – Iraq
  69. Improve the performance of solar thermal collectors by varying the concentration and nanoparticles diameter of silicon dioxide
  70. Enhancement of evaporative cooling system in a green-house by geothermal energy
  71. Destructive and nondestructive tests formulation for concrete containing polyolefin fibers
  72. Quantify distribution of topsoil erodibility factor for watersheds that feed the Al-Shewicha trough – Iraq using GIS
  73. Seamless geospatial data methodology for topographic map: A case study on Baghdad
  74. Mechanical properties investigation of composite FGM fabricated from Al/Zn
  75. Causes of change orders in the cycle of construction project: A case study in Al-Najaf province
  76. Optimum hydraulic investigation of pipe aqueduct by MATLAB software and Newton–Raphson method
  77. Numerical analysis of high-strength reinforcing steel with conventional strength in reinforced concrete beams under monotonic loading
  78. Deriving rainfall intensity–duration–frequency (IDF) curves and testing the best distribution using EasyFit software 5.5 for Kut city, Iraq
  79. Designing of a dual-functional XOR block in QCA technology
  80. Producing low-cost self-consolidation concrete using sustainable material
  81. Performance of the anaerobic baffled reactor for primary treatment of rural domestic wastewater in Iraq
  82. Enhancement isolation antenna to multi-port for wireless communication
  83. A comparative study of different coagulants used in treatment of turbid water
  84. Field tests of grouted ground anchors in the sandy soil of Najaf, Iraq
  85. New methodology to reduce power by using smart street lighting system
  86. Optimization of the synergistic effect of micro silica and fly ash on the behavior of concrete using response surface method
  87. Ergodic capacity of correlated multiple-input–multiple-output channel with impact of transmitter impairments
  88. Numerical studies of the simultaneous development of forced convective laminar flow with heat transfer inside a microtube at a uniform temperature
  89. Enhancement of heat transfer from solar thermal collector using nanofluid
  90. Improvement of permeable asphalt pavement by adding crumb rubber waste
  91. Study the effect of adding zirconia particles to nickel–phosphorus electroless coatings as product innovation on stainless steel substrate
  92. Waste aggregate concrete properties using waste tiles as coarse aggregate and modified with PC superplasticizer
  93. CuO–Cu/water hybrid nonofluid potentials in impingement jet
  94. Satellite vibration effects on communication quality of OISN system
  95. Special Issue: Annual Engineering and Vocational Education Conference - Part III
  96. Mechanical and thermal properties of recycled high-density polyethylene/bamboo with different fiber loadings
  97. Special Issue: Advanced Energy Storage
  98. Cu-foil modification for anode-free lithium-ion battery from electronic cable waste
  99. Review of various sulfide electrolyte types for solid-state lithium-ion batteries
  100. Optimization type of filler on electrochemical and thermal properties of gel polymer electrolytes membranes for safety lithium-ion batteries
  101. Pr-doped BiFeO3 thin films growth on quartz using chemical solution deposition
  102. An environmentally friendly hydrometallurgy process for the recovery and reuse of metals from spent lithium-ion batteries, using organic acid
  103. Production of nickel-rich LiNi0.89Co0.08Al0.03O2 cathode material for high capacity NCA/graphite secondary battery fabrication
  104. Special Issue: Sustainable Materials Production and Processes
  105. Corrosion polarization and passivation behavior of selected stainless steel alloys and Ti6Al4V titanium in elevated temperature acid-chloride electrolytes
  106. Special Issue: Modern Scientific Problems in Civil Engineering - Part II
  107. The modelling of railway subgrade strengthening foundation on weak soils
  108. Special Issue: Automation in Finland 2021 - Part II
  109. Manufacturing operations as services by robots with skills
  110. Foundations and case studies on the scalable intelligence in AIoT domains
  111. Safety risk sources of autonomous mobile machines
  112. Special Issue: 49th KKBN - Part I
  113. Residual magnetic field as a source of information about steel wire rope technical condition
  114. Monitoring the boundary of an adhesive coating to a steel substrate with an ultrasonic Rayleigh wave
  115. Detection of early stage of ductile and fatigue damage presented in Inconel 718 alloy using instrumented indentation technique
  116. Identification and characterization of the grinding burns by eddy current method
  117. Special Issue: ICIMECE 2020 - Part II
  118. Selection of MR damper model suitable for SMC applied to semi-active suspension system by using similarity measures
Downloaded on 10.9.2025 from https://www.degruyterbrill.com/document/doi/10.1515/eng-2022-0382/html
Scroll to top button