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Analysis of grounding system transient with consideration of soil ionization and mutual coupling effect
Journal of Electrical Systems and Information Technology volume 10, Article number: 53 (2023)
Abstract
The grounding system of an electrical substation provides safety to both operator and equipment. The lightning current waveform has a major influence on the dynamic performance of ground electrodes. If lightning current is large enough, soil will be ionized, which will have a great effect on the transient performance of the grounding system. Many numerical models have been developed to evaluate the transient performance of grounding system, still it is a challenging task to analyze the impulse behavior of grounding system efficiently. In this paper, the transient behavior of grounding systems with consideration of nonlinear and dynamic effects of soil ionization is presented. Grounding systems such as vertical rod, horizontal conductor and grounding grid buried in the homogeneous soil are considered as case study. Proposed model is the combination of circuit theory approach and method of moment with consideration of frequencydependent impedance and mutual coupling effect between the conductor segments. Self and mutual component of inductance and resistance are considered in the analysis. Initially, transient performance of grounding system is analyzed for single vertical rod, horizontal and square grounding electrodes, further it is extended for vertical rod (more than one), horizontal conductor and grounding grids with different configurations. The analysis of grounding system with the consideration of mutual coupling effect is compared with devoid of mutual coupling, and differences between them are evaluated. For validating the developed method, simulated results are compared with the results reported in the literature, and good agreements are found. Analysis shows that the grounding impulse impedance decreased with increasing the magnitude of injected current. Developed method will help to improve the modeling of simple as well as complex grounding system buried in homogeneous soil.
Introduction
The grounding system using vertical rods, horizontal conductors and grounding grid provides a lowimpedance path and ensure smooth distribution of ground potential, developed due to high magnitude fault or lightning current [1]. An effective grounding system disperses abnormal current into the ground without increase the ground potential and induced voltage that might be danger to the operators, installations and equipment [2]. The grounding system for high voltage substation should be designed to meet both safe and economic conditions [3, 4]. Grounding system performance under normal and fault conditions are well understood in [5], but the dynamic behavior of grounding electrode associated with lightning return stokes has different characteristics from low frequency because of soil ionization and conductor reactance [6, 7]. The transient performance of grounding system was analyzed by experimental work in [8, 9] and by numerical methods such as method of moment (MoM) in [10], finite difference time domain (FDTD) in [11], finite element method (FEM) in [12] and partial element equivalent circuit (PEEC) in [13]. The representation of grounding conductor as equivalent impedance is necessary due to the frequency contents of lightning current that makes reactive effect vary relevant. Studies reported in [14, 15] show that with high magnitude of leakage current, impulse impedance of grounding electrode decrease. Under the influence of high magnitude impulse current, an electric field surrounding the grounding electrode goes beyond to the critical breakdown limit of soil and ionization occurs [16]. In fact, transient phenomenon depends on geometrical and electrical parameters of grounding system such as shape and size of the electrode, soil resistivity in addition to rise time, decay time and peak of the injected current impulse [17, 18]. In [19, 20], the grounding impedance of the grounding grid shows a downward trend with the increase in impulse current amplitude. Also in [21], the tower footing impedance was found to have a high reduction when the lightning current increased. Several numerical simulations and testings are mainly focused to study the impulse behavior of grounding system [22, 23]. Different models such as circuit model, electromagnetic field model (EMF) and transmission line model (TLM) are developed to compute the transient behavior of grounding electrodes under lightning current energization condition. In circuit model [24, 25], grounding electrode is represented as a lumped RLC circuit. This model can incorporate soil ionization phenomenon, but it is difficult to deal with frequencydependent parameters. In [26, 27], a new model is developed from the equation of nonuniform transmission lines (nuTL), which takes into account the electromagnetic couplings that arise after spatial discretization and soil ionization of grounding system. Electromagnetic field model [28, 29] is based on Maxwell’s equations. This model is frequencydomain approach and limited only for linear circuits. In [30], a model is developed which allows complete electromagnetic study by Finite Element Method (FEM) of a grounding system in the significant frequently spectrum of a lightning stroke or a short circuit. The electromagnetic approach based on antenna theory and the method of moments (MOMs) is presented in [31]. This model is a fullwave frequencydomain approach and based on Hertzian dipole with a lossy halfspace. Therefore, this method is not suited for the modeling of nonlinear phenomena but well suited for modeling frequencydependent characteristics [31, 32]. In TLM [33, 34], impulse response of grounding electrode is similar to the wavepropagation of transmission lines. This method is not capable to incorporate the mutual phenomenon between grounding electrodes. Transient response of grounding system in multilayer soil structure is analyzed using PEEC technique using quasistatic complex image method in [35]. The fullwave computational solution based on method of moments (MoM) is adopted to investigate the transient behavior of substation grounding system [36]. In [37], transient analysis on wind farms with interconnected grounding systems is analyzed using partial element equivalent circuit (PEEC). However, many numerical models have been developed to analyze the transient performance, still it is challenging task to predict the impulse behavior of grounding system efficiently. From the related literature, it is found that there is scope to improve the transient model of grounding system under the consideration of mutual effects between conductor segments and frequencydependent parameters.
This paper presents a modified numerical method based on MoM and circuit theory approach to analyze the transient behavior of grounding systems with consideration of soil ionization phenomenon. The developed model also includes mutual coupling between the conductor segments and frequencydependent impedance of grounding electrodes. The validation of developed method has been done by comparing the calculated results with the published results reported in the literature for vertical rod, horizontal grounding conductor and square grounding electrode. The study is also extended to simulate the transient voltage for complex grounding system with and without consideration of soil ionization phenomenon. Percentage relative difference is evaluated between the grounding models with and without consideration of mutual coupling. The model applications are proved reliable to perform the transient analysis and soil ionization phenomenon in the presence of high magnitude impulse current.
Grounding system analysis
Grounding system is analyzed in frequency domain using MoM and circuit theory approach because of unbalanced distribution of the current in the grounding electrode as in [6]. Method used in this paper incorporates conductive, inductive and capacitive couplings between the electrode segments. The grounding electrodes are divided into number of segments. Each segment is considered as a branch of the circuit that is formed by series resistance, self and mutual inductance. The segment length is taken as 1/10 of the wavelength in the soil. Impulse current with higher frequency and different magnitude is injected at one node of the grounding circuit to energize it. Distribution of the current is arranged on the basis of MoM [38] by considering a grounding electrode with \(k\) segments and \(n\) nodes. Circuit theory approach is used to develop the nodal incidence matrix. When impulse current is injected at one or more nodes, electric current flows through the grounding electrodes and some part of the current leaks into surrounding soil. There are two longitudinal current: One is at starting point of the segment and other is at the end point of the segment. It is considered that the longitudinal current from starting point to central point of the segment is uniform and equal to the starting point current. Similarly current from central point to the end point is uniform and equal to the central point current. It is assumed that the longitudinal current \({I}_{l}^{}\) and \({I}_{l}^{+}\) are centralized in the axis, and leakage current \({I}_{e}\) is flowing out from the middle of the segment (central node) into the soil. Hence, the whole circuit is converted into \(2k\) branches and \(n+k\) nodes. The surface potential (\({{\o }}_{\mathrm{c}}\)) at the central node of the segment is developed due to the leakage current of each segment and given using (1)
here R is resistance matrix of the grounding network. The diagonal elements of resistance matrix are selfresistance related with the central nodes, and the offdiagonal elements are mutual resistance. The selfresistance is defined as the potential at the corresponding node, when a unit current leaks radially into the soil. The mutual resistance between two middle nodes associated with the segment is defined as the potential on the node when a unit leakage current is flowing radially into the soil from another central node. For four central nodes, the grounding network can be represented using dependent and independent voltage sources as in Fig. 1.
If leakage current \({I}_{e1}\) flows into the soil from central node\({C}_{1}\), the potential of the central points \({C}_{1}\) to \({C}_{4}\) will be\({{\o }}_{11}\), \({{\o }}_{21}\), \({{\o }}_{31}\), \({{\o }}_{41}\). For only leakage current \({I}_{e2}\) flowing from central node\({C}_{2}\), the potential of the central points \({C}_{1}\) to \({C}_{4}\) will be\({{\o }}_{12}\), \({{\o }}_{22}\), \({{\o }}_{32}\), \({{\o }}_{42}\). Similarly for leakage current\({I}_{e3}\), potential will be\({{\o }}_{13}\),\({{\o }}_{23}\), \({{\o }}_{33}\), \({{\o }}_{43}\) and for leakage current\({I}_{e4}\), potential will be\({{\o }}_{14}\), \({{\o }}_{24}\), \({{\o }}_{34}\), \({{\o }}_{44}\). Total potential on the central point of jth segment for leakage currents of \(i\) number of segments, due to self and mutual resistance can be represented using (2):
\(R\) is the resistance matrix that includes the self and mutual ground coupling between the conductor segments. \({R}_{j,i}\) is selfresistance for \(i=j,\) and \({R}_{j,i}\) is mutual resistance for \(i\ne j\). The relation between column matrix [\({{\o }}_{\mathrm{c}}]\) of the potential on the surface of branch and leakage current matrix \(\left[{I}_{e}\right]\) can be represented using (3):
where \([G]\) is a matrix of conductive and capacitive coefficients. “The capacitive reactance among the electrode segments is also incorporated in the analysis.” Soil is considered as a semiinfinite medium, and it has different conductivity and permittivity compared to the air, so the principle of image method can be used to calculate the ground resistance parameters [39]. The potential at the central point of the segments is represented with the transverse conductance. It represents the leaking current from the grounding electrode into the soil and is a function of soil property and the electrode geometry. The coefficient of potential on segment \(i\) due to leakage current from the segment \(j\) is given using (4)
where \({\alpha }_{g}\) is reflection coefficient and given as:
\({\sigma }_{g}\) and \({\upvarepsilon }_{g}\) are the conductivity and permittivity of the soil, respectively. \(\Gamma_{{i^{\prime } }}\) is the segment image of \({i}^{\mathrm{^{\prime}}}\); \({d}_{i\mathrm{^{\prime}}j}\) is the distance between segment image \({i}^{\mathrm{^{\prime}}}\) in the air and segment \(j\) in the ground. The admittance matrix \(\left[{G}_{ij}\right]\) is obtained by inverse matrix of [\({R}_{ij}\)] using (5):
For reactance calculation, it is assumed that air and soil are nonmagnetic materials and they have the same permeability \({\upmu }_{0}\). The longitudinal current segments of the grounding electrode are represented with longitudinal impedances. The longitudinal impedance matrix of the grounding system with \(2k\) branches and \(k+n\) nodes is evaluated using (6) as in [17]:
where \({Z}_{0}\) is an internal impedance, it is a frequencydependent parameter due to skin effect. The selfimpedance \({Z}_{i,i}\) is made up with internal impedance \({Z}_{0}\) and external impedance \(j\omega {M}_{i,i}\). Because of segment current is not properly distributed over the cross section of the conductor due to skin effect, frequency variant equation is used to calculate the internal impedance. For a solid circular conductor with radius \(\mathrm{^{\prime}}a\mathrm{^{\prime}}\), the internal impedance of the grounding electrode is calculated using (7) as given in [40, 41].
where \(\mu\) is permeability, \({\rho }_{c}\) is conductor resistivity, \({I}_{0}\left({\gamma }_{a}\right)\) is zero order Bessel’s function, \({I}_{1}\left({\gamma }_{a}\right)\) is first order Bessel’s function and \(f\) is the grounding current frequency. External impedance \({j\omega M}_{i,i}\) of any electrode segment can be calculated using surface current of the segment as given in [42]. Mutual reactance between two segments is determined by filament model and can be represented using (8) as in [13, 43].
For two parallel segments with spacing \({d}_{0}\) and length \({l}_{0}\), mutual reactance can be calculated using (9)
if incidence matrix of the grounding circuit node is \(\left[A\right],\) than, nodal admittance matrix can be evaluated using (10) as given in [44].
where \(\left[Y\right]\) is nodal admittance matrix that includes resistive and inductive effects. Nodal potential matrix \(\left[{{\o }}_{n}\right]\) is obtained using (11), and admittance matrix of the nodes is given by \({[Y]}_{k+n}\).
From (3) and (11)
Square matrix of \(\left(k+n\right)\) order is divided into four parts
where \({Y}_{kk}\) and \({Y}_{nn}\) are \(k\) order and \(n\) order matrix, respectively. \({Y}_{nk}\) is \(n\) rows and \(k\) columns matrix, and \({Y}_{kn}\) is \(k\) rows and \(n\) columns matrix. \([{I}_{s}]\) is a column matrix of the injected current at node. \([{I}_{s}]\) is represented using (12)
Grounding electrode is divided into \(\mathrm{N}\) segments. Consider \(\mathrm{m}, {\mathrm{m}}^{}\), \({\mathrm{m}}^{+}\) are the central and two end points of the segment \(\mathrm{m}\) \(\left(\mathrm{m}=\mathrm{1,2}\dots .\mathrm{N}\right)\), respectively. According to the developed model leakage current, \({\mathrm{I}}_{\mathrm{e},\mathrm{m}}\) can be expressed as (13) as in [10]
Longitudinal current flowing through the segment’s two end \({I}_{l}^{}\) and \({I}_{l}^{+}\) can be obtained from \({[\mathrm{\o }}_{\mathrm{c}}]\) and \([{{\o }}_{n}]\) using (14) and (15), respectively [6].
\({C}_{0}\) is known as relation matrix. It represents the relationship between node and starting point of the segment. If starting point of segment \(j\) is connected to node \(i\), than, \({C}_{0j,i}\) is one otherwise zero.
\({C}_{1}\) is a relation matrix reflects the relationship between node and end point of the segment, if end point of segment \(j\) is connected to the node \(i\), than, \({C}_{1j,i}\) is one otherwise zero. \(\left[{{\o }}_{\mathrm{c}}\right]\) and \(\left[{{\o }}_{\mathrm{n}}\right]\) are potential matrix at the surface of the segment and nodes, represented in (16) and (17), respectively.
The relation between leakage current \({I}_{e}\) and current flowing between the two ends of the segments can be calculated using (18):
Modeling of soil ionization
Soil breakdown occurs if high magnitude current is applied on buried grounding electrode and electric field (\(E\)) surrounding the grounding electrode exceeds the critical electric field (\({E}_{c}\)) of the soil. Several studies have been carried out to analyze the breakdown mechanism of soil and suggested \({E}_{c}\) for different type of soil models [14, 45,46,47]. Soil becomes a good conductor during \(E>{E}_{c}.\) The critical electric field of soil can be calculated using (19)
where ρ is soil resistivity in Ω.m. Generated electric field \(E\) is a function of soil resistivity and the radius of grounding electrode. It is calculated using (20)
For soil ionization
\(\alpha\) is a coefficient that depends on transient current and soil resistivity as in [37].
From (21)
At the instant when electric field \(E\) exceeds the critical value \({E}_{c}\), the equivalent radius of conductor during soil ionization is calculated using (23):
Using (21), Eq. (23) is modified as (24)
From (22) and (24), equivalent radius of grounding electrode can be obtained using (25)
Figure 2a represents the soil ionization phenomenon surrounding the electrode, and Fig. 2b represents the procedure to perform the transient analysis of grounding system with consideration of soil ionization phenomenon in the form of flowchart.
The assumptions made in this paper for soil ionization modeling are as follows:

1.
Leakage current \({I}_{e}\) leaks from per unit length of a cylindrical conductor to the earth. When \(E\) exceeds to \({E}_{c}\) on conductor surface, soil ionization starts on surrounding earth of the conductor. The radius of the conductor exceeds up to the point where \(E\) decrease to \({E}_{c}\). The ionized zone has cylindrical shape and concentric with the conductor.

2.
The self and mutual inductance of the conductors are not affected due to soil ionization phenomenon. Ionization phenomenon is modeled with above mentioned assumptions and appropriate modifications are done in the conductor radius. Hence, conductance matrix \(\left[G\right]\) is recalculated with modified radius for verifying \(E>{E}_{c}\).

3.
When high magnitude current is injected at the nodes of grounding network, a time dependent current function \(I\left(t\right)\) is determined. Using Fourier transform, time dependent current function is converted into the frequency domain as \(I\left(\omega \right)\). Also, nodal potential \({{\o }}_{n}(\omega )\), branch surface potential \({{\o }}_{c}\left(\omega \right)\) and leakage current \({I}_{e}\left(\omega \right)\) are computed to solve the system in frequency domain. Using inverse Fourier transform, the leakage current \({I}_{e}(t)\), potential \({{\o }}_{c}(t)\), \({{\o }}_{n}\left(t\right)\) and electric field \(E(t)\) are determined. System may be unstable due to update its parameters in frequency domain in each time step, so the effective method is needed to transform the transient impulse from time domain to frequency domain as in [48]. Critical electric field for soil breakdown is assumed to be 300 \(\mathrm{kV}/\mathrm{m}\) as suggested in [14]. With consideration of factious radius \({a}_{i}\), the each electrode at every instant conductance matrix \(\left[G\right]\) is computed using (26)
$$\left[ {G^{\prime } \left( t \right)} \right] = \left[ {G\left( t \right)} \right] + \left[ {\Delta G} \right]$$(26)
Validation of the method
Validation with Liew and Darveniza [14]
The method used in this paper is verified for vertical copper rod with 3.05 m length and 5 mm radius, buried in homogenous soil model with different soil resistivity as shown in Fig. 3. A 4 µs timetopeak ramp current is injected at the top of the grounding rod, and impulse impedance is calculated for different current peaks. The value of critical electric field \({E}_{c}\) is considered as 300 kV/m. Figure 4a, b depicts the results of impulse impedance for different impulse current peak. Impulse impedance decreases when magnitude of injected current is increased. The decrement rate is more for high soil resistivity as compared to the low soil resistivity. From Fig. 4a, it can be observed that the calculated results are in good agreement with the results reported in [14]. Two and four vertical rods with length of 3.05 m each, separated with same distance of its length, are analyzed, and results are compared with [14], and the same is reported in Fig. 4b. Calculated result shows strong agreement with published result. It is observed that consideration of mutual coupling effect gives better result that is approximately equal to the result evaluated in [14] as shown in Fig. 4a, b. For high soil resistivity and high magnitude of injected current, greater reduction in impulse impedance is observed. The analysis of grounding system impulse impedance is made for both, with and without considering mutual coupling effect. The percentage relative difference between them is evaluated and reported in Tables 1 and 2 for grounding system with single vertical rod and two and four vertical rods, respectively.
Validation with Zhiqiang Feng et.al. [25]
In this subsection, the grounding systems considered for the validation of developed method are as follows;

(i)
Single horizontal grounding electrode

(ii)
Square grounding electrode
The grounding electrodes are made of solid round steel and buried in homogenous soil with the soil resistivity of 120 Ω m. The burial depth of the grounding electrodes is 0.08 m. The critical breakdown field strength \({E}_{c}\) of soil is considered as 92.58 kV/m.
Single horizontal grounding electrode (Different electrode length)
Various lengths of the electrode are considered in this study as reported in [49]. The length of electrode is 1.0, 1.2, 1.6 and 2.0 m with radius of 0.12 cm. The peak of injected impulse current \({I}_{m}\) is 0.2 kA, wavefront time \({t}_{f}\) is 0.35–0.50 µs, and time to half value \({t}_{f}\) is 150–250 µs. Figure 5 shows calculated impulse impedance using developed model for different electrode length. It is observed that the calculated results are in good agreement with results reported in [25]. Impulse impedance decreases when the length of the horizontal grounding electrode is increased. A comparison between measured impulse impedance and calculated impulse impedance was performed, and errors between them are computed using (27)
where \({Z}_{m}\) is measured impulse impedance, and \({Z}_{c}\) is calculated impulse impedance. The calculated results using developed method are close to the measured results. Calculated errors for different electrode lengths of horizontal grounding electrodes are less than 7% and reported in Fig. 6 that shows the efficacy of developed model.
Square horizontal grounding electrode
A square grounding electrode with side length of 0.45 m and radius of 0.25 cm is buried in the homogenous soil. The injected impulse current magnitude varies from 88 to 700 A and injected at corner of the square electrode. The wavefront time and time to half value of injected impulse current are 0.35–0.50 µs and 150–250 µs, respectively. Figure 6 shows calculated grounding impulse impedance for different magnitude of impulse current. Impulse impedance decreases when the magnitude of injected current is increased. A comparison between measured impulse impedance and calculated impulse impedance was done, and errors are computed for different magnitude of impulse current using (28). Obtained error is less than 6% as reported in Fig. 6. Calculated results show the strong agreement with measured and calculated results reported in [25].
Implementation of the developed method
The developed method for impulse impedance calculation described in Sect. "Validation of the method" is further considered here as an application for analyzing horizontal grounding electrodes and grounding grids. A horizontal electrode and a grounding grid shown in Fig. 7a, b, respectively, are considered to analyze the effect of injected impulse current on impulse impedance. The dimension of grounding grid is 4 m × 4 m. The numbers of meshes in the grid are 4 with the dimension of 1 m × 1 m each. Horizontal electrode and grid both are made by copper conductors with 10 mm radius and buried in homogeneous soil at 1 m depth. A 4 µs timetopeak ramp current wave of different magnitude is injected and impulse impedances are calculated. Comparison results of impulse impedance with and without consideration of mutual coupling between the conductors are shown in Fig. 8a, b for **horizontal conductor and grounding grid, respectively. Tables 3 and 4 represent the percentage relative difference in the impulse impedance for horizontal conductor and grid, respectively. From the analysis, it is observed that impulse impedance is increased when mutual effects between the conductors are considered. For low resistivity soil mutual phenomenon is more effective than high resistivity soil. Greater reduction in impulse impedance is seen when high magnitude current is injected on grounding system buried in higher soil resistivity. Percentage relative difference of impulse impedance is large for high magnitude current. Mutual coupling phenomenon is more effective during the injection of high magnitude impulse current. From Tables 1, 3 and 4, it is observed that the percentage relative difference between the impulse impedance with and without considering the coupling effect is reduced for increasing soil resistivity with the same peak of injected current. Impulse impedance depends on the shape and size of the grounding system. At \(\rho =50\mathrm{ \Omega m}\) and current peak of \(10\mathrm{ kA}\), impulse impedance for single vertical rod is 10.51 Ω, for horizontal conductor is \(14.70\Omega\) and for grounding grid is 8.00 \(\Omega\). For a particular grounding system at constant resistivity, percentage relative difference of impulse impedance is increased with increases in the injected impulse current peak.
Transient voltage calculation at different points of the grounding system
Comparison with Jose Cidras et.al. [15]
A square grounding grid with the dimensions of 20 m × 20 m as shown in Fig. 9 was considered for the transient analysis [15]. The grid is made by copper conductors with 10 m.m diameter and buried in homogenous soil at the depth of 1 m from the soil surface. The soil resistivity is 100 Ω m, and permeability is 10. The critical electric field \({E}_{c}\) is considered as 100 kV/m. The grid is excited by 6/20 µs impulse current wave with 50 kA peak value. Current impulse is injected at point O, and generated voltage is calculated at points O, C and B. Figure 10 shows the simulated voltage at given points and comparison with the results reported in [15].
The differences between voltage peaks at the same point with and without consideration of soil ionization are large and decrease at far point from injection point. From Fig. 10, it is observed that generated potential at point \(O\)(current injection point) is close to the result given in [15], but differ at points \(C\) and \(B\). This is due to the inductive coupling that is considered in the developed model but not considered in the model proposed in [15].
Influence of grounding electrode length on impulse impedance
Different length of horizontal grounding electrode is considered in this subsection to simulate the effects of conductor length on impulse impedance. Grounding electrodes are made by copper conductors of radius 10 mm and buried in homogenous soil at the depth of 0.8 m from the soil surface. The soil resistivity is 500 Ω m. 10 kA, 20 kA, and 50 kA current peak with 2.6 µs wavefront time are injected on the grounding electrode and impulse impedance that are calculated. Comparison results of impulse impedance with and without consideration of mutual coupling effects are represented in Table 5. From the analysis, it is observed that for high impulse current peak, mutual coupling phenomenon is more effective than low current peak. When length of grounding electrode is increased, the impulse impedance is decreases. Percentage difference between the impulse impedance with and without considering the coupling effect is increased for long grounding electrode with same current peak.
Conclusion
A modified model is used to simulate the transient performance of the grounding system during leakage of high magnitude current into the soil. Proposed model includes coupling phenomenon between the grounding electrodes and frequencydependent impedance. Test case (single vertical rod, horizontal and square grounding electrode) results obtained using the proposed method are in good agreement with the literature. Furthermore, a horizontal conductor and grounding grids are used to apply this model, and satisfactory results are obtained. Transient voltages at different points of the grounding system are calculated with and without consideration of soil ionization phenomenon, and simulated results are compared with the published results. It is observed that consideration of mutual coupling between the grounding electrodes give more satisfactory results as compared to ignore the mutual coupling. Percentage relative difference is calculated in impulse impedance analysis. For higher magnitude current and higher soil resistivity, rate of reduction in grounding impulse impedance is more. Proposed model assumes that the grounding grid consists of cylindrical conductors. For noncylindrical conductors, grounding electrodes can be represented by equivalent cylindrical conductors which are possible determined rigorously. Also, this method is not effective for large length of grounding conductors. For future work, experimental studies could be conducted at the field test site on the frequencydependent electrical soil parameters to develop a greater understanding of the characteristics of grounding systems under high frequency and low/high current impulse.
Availability of data and materials
For the proposed method and validation of the simulated results, data set is taken from published articles. These articles are cited in the manuscript properly. I hope publication will find the cited paper in the reference section positively. Some data are generated during the study that Authors do not wish to share.
References
Guo Z, Wu G, Chen S, Zhang Y, Wei W (2018) Transient Behavior of common grounding grids to artificially triggered lightning. IEEE Trans Electromagn Compat 61(2):426–433
Mazzetti C (2003) Principles of protection of structures against lightning. In: Cooray V (ed) The lightning flash. IEE, London, U.K., pp 503–548
Sengar KP, Chandrasekaran K (2019) Designing of cost minimum substation grounding grid system using DE, SCA, and HDESCA techniques. IET Sci Meas Technol 13(9):1260–1267
Sengar KP, Chandrasekaran K (2018) Effects of cost optimised grid configuration on earthing system performance: a comparative assessment. IET Sci Meas Technol 14(5):610–620
Standard 80, I.E.E.E: IEEE guide for safety in AC substation grounding’ (New York, USA, 2000).
Zhang B, He J, Lee JB, Cui X, Zhao Z, Zou J (2005) Numerical analysis of transient performance of grounding systems considering soil ionization by coupling moment method with circuit theory. IEEE Trans Magn 41(5):1440–1443
Visacro S (2007) A comprehensive approach to the grounding response to lightning current. IEEE Trans Power Deliv 22(1):381–386
Visacro S, Alipio R (2012) Frequency dependence of soil parameters: experimental results, predicting formula and influence on the lightning response of grounding electrodes. IEEE Trans on Power Deliv 27(2):927–935
Visacro S, Rosado G (2009) Response of grounding electrodes to impulsive currents: An experimental evaluation. IEEE Trans Electromagn Compat 51(1):161–164
Zhang B, Zhao Z, Cui X, Li L (2002) Diagnosis of breaks in substation’s grounding grid by using the electromagnetic method. IEEE Trans Magn 38(2):473–476
Xiong R, Chen B, Han JJ, Qiu YY, Yang W, Ning Q (2012) Transient resistance analysis of large grounding systems using the FDTD method. Progress Electromagn Research 132:59–175
Li J, Yuan Y, Yang Q, Sima W, Sun C, Zahn M (2011) Numerical and experimental investigation of grounding electrode impulsecurrent dispersal regularity considering the transient ionization phenomenon. IEEE Trans Power Deliv 26(4):2647–2658
Chen H, Du Y (2019) Lightning grounding grid model considering both the frequencydependent behavior and ionization phenomenon. IEEE Trans Electromagn Compat 61(1):157–165
Liew AC, Darveniza M (1974) Dynamic model of impulse characteristics of concentrated earths. IEE Proc 121(2):123–135
Cidras J, Otero AF, Garrido C (2000) Nodal frequency analysis of grounding systems considering the soil ionization effect. IEEE Trans Power Deliv 15(1):103–107
Mousa AM (1994) The soil ionization gradient associated with discharge of high currents into concentrated electrodes. IEEE Trans Power Deliv 9(3):1669–1677
Liu Y, Theethayi N, Thottappillil R (2005) An engineering model for transient analysis of grounding system under lightning strikes: nonuniform transmissionline approach. IEEE Trans Power Del 20(2):722–730
Mokhtari AM, Z, Salam Z, (2015) An improved circuitbased model of a grounding electrode by considering the current rate of rise and soil ionization factors. IEEE Trans Power Deliv 30(1):211–219
Tong X, Dong X, Tan B (2019) High current field test of impulse transient characteristics of substation grounding grid. J Eng 16:2018–2021
Permal N, Osman M, Kadir MZAA, Ariffin AM (2020) Review of substation grounding system behavior under high frequency and transient faults in uniform soil. IEEE Access 8:142468–142482
Mohamad Nasir NAF, Ab Kadir MZA, Osman M, Abd Rahman MS, Ungku Amirulddin UA, Mohd Nasir MS, Nik Ali NH (2021) Influence of lightning current parameters and earthing system designs on tower footing impedance of 500 kV lines. Energies 14(16):4736
Harid N, Griffiths H, Mousa S, Clark D, Robson S, Haddad A (2015) On the analysis of impulse test results on grounding systems. IEEE Trans Ind Appl 51(6):5324–5334
Kherif O, Chiheb S, Teguar M, Mekhaldi A, Harid N (2018) Timedomain modeling of grounding systems impulse response incorporating nonlinear and frequencydependent aspects. IEEE Trans Electromagn Compat 60(4):907–916
Zeng R, Gong X, He J, Zhang B, Gao Y (2008) Lightning impulse performances of grounding grids for substations considering soil ionization. IEEE Trans Power Del 23(2):667–675
Feng Z, Wen X, Tong X, Lu H, Lan L, Xing P (2015) Impulse characteristics of tower grounding devices considering soil ionization by the timedomain difference method. IEEE Trans Power Del 30(4):1906–1913
Boutadjine A, Nekhoul B (2022) Realistic modeling of the grounding system transient behavior with frequency dependence. Electr Power Syst Res 203:107644
Nekhoul B, al. (2022) A simplified numerical modeling of the transient behavior of grounding systems considering soil ionization. Electric Power Syst Res 211:108182
Qi L, Cui X, Zhao Z, Li H (2006) Grounding performance analysis of the substation grounding grids by finite element method in frequency domain. IEEE Trans Magn 43(4):1181–1184
Karami H, Sheshyekani K, Rachidi F (2017) Mixedpotential integral equation for fullwave modeling of grounding systems buried in a lossy multilayer stratified ground. IEEE Trans Electromagn Compat 59(5):1505–1513
Grcev L, Dawalibi F (1990) An electromagnetic model for transients in grounding systems. IEEE Trans Power Del 5(4):1773–1781
Grcev L (2009) Modeling of Grounding Electrodes Under Lightning Currents. IEEE Trans Electromagn Compatibil 51(3):1
Nekhoul B et al (1996) Calculating the impedance of a grounding system. IEEE Trans Magn 32(3):1
de Lima ACS, Portela C (2007) Inclusion of frequencydependent soil parameters in transmissionline modelling. IEEE Trans Power Del 22(1):492–499
Gazzana DS, Bretas AS, Dias GA, Telló M, Thomas DW, Christopoulos C (2014) The transmission line modeling method to represent the soil ionization phenomenon in grounding systems. IEEE Trans Magn 50(2):505–508
Li ZX, KeLi G, Rao SW (2020) Lightning response of a grounding system buried in multiple layers in earth using the PEEC method based on the quasistatic complex image method. Electric Power Components Syst 48(3):291–303
Ghomi M, da Silva FF, Akmal AAS, Bak CL (2022) Transient overvoltage analysis in the medium voltage substations based on fullwave modeling of twolayer grounding system. Electric Power Syst Res 211:108139
Da Silva WC, De Azevedo WLM, D’Annibale JLA, De Araújo ARJ, Pissolato Filho J (2023) Transient analysis on wind farms with interconnected grounding systems located on frequencydependent soils. In: 2023 IEEE Power & Energy Society General Meeting (PESGM). IEEE, pp 1–5
Harrington RF (1993) Field computation by moment methods. WileyIEEE Press
Sunde ED (1949) Earth conduction effect in transmission system’ Bell Telephonic Laboratories Incorporated, pp 146–148
Grover FW (1962) Inductance calculations. Dover Publications, New York
Ruehli AE, Antonini G, Jiang LJ (2013) Skineffect loss models for timeand frequency domain PEEC solver. Proc IEEE 101(2):451–472
Chen H, Du Y (2018) Model of ferromagnetic steels for lightning transient analysis. IET Science. Meas & Tech 12(3):301–307
Paul CR (2011) Inductance: loop and partial. Wiley
Zhiwei L, Zhao Z (2012) The grounding impedance calculation of large steel grounding grid”. Energy Procedia 17(2013):157–163
CiGRE Working Group on Lightning (1991) Guide to procedures for estimating the lightning performance of transmission lines. CIGRE, Paris
Oettle EE (1988) A new general estimation curve for predicting the impulse impedance of concentrated earth electrodes. IEEE Trans Power Deliv 3(4):2020–2029
Wang J, Liew AC, Darveniza M (2005) Extension of dynamic model of impulse behavior of concentrated grounds at high currents. IEEE Trans Power Del 20(3):2160–2165
Poljak D, Doric V (2006) Wire antenna model for transient analysis of simple grounding systems, Part I: The vertical grounding electrode. Progress Electromagn Res 64:149–166
Sekioka S, Sonoda T, Ametani A (2005) Experimental study of currentdependent grounding resistance of rod electrode. IEEE Trans Power Deliv 20(2):1569–1576
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The authors thank the Department of Electrical Engineering, NIT Raipur, for providing the facilities and support to conduct this research work.
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In this paper, KPS develops methodology for transient analysis of grounding electrode and did simulation work. KC validates the results with the published works.
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Sengar, K.P., Chandrasekaran, K. Analysis of grounding system transient with consideration of soil ionization and mutual coupling effect. Journal of Electrical Systems and Inf Technol 10, 53 (2023). https://doi.org/10.1186/s43067023001202
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DOI: https://doi.org/10.1186/s43067023001202