International Journal of Engineering Materials and Manufacture (2022) 7(2) 54-60 

https://doi.org/10.26776/ijemm.07.02.2022.02 

 

Mohammad Yeakub Ali
1
 , Md. Abdul Mazid

2
, Abdus Sabur

3
 and Mohamed Abd Rahman

4
 

1
Mechanical Engineering Programme Area, Universiti Teknologi Brunie, Gadong BE 1410, Brunei Darussalam 

2
School of Engineering and Technology, Central Queensland University, Australia 

3
Ministry of Fisheries and Livestock, Bangladesh Secretariat, Dhaka, Bangladesh 

4
Department of Manufacturing and Materials Engineering, International Islamic University Malaysia, 

PO Box 10, 50728 Kuala Lumpur, Malaysia 

E-mail: yeakub.ali@utb.edu.bn 

 

Reference: Ali et al. (2022). Comparative Study of Material Removal Rate of Single-Spark and Multi-Spark Micro-EDM of Copper. 

International Journal of Engineering Materials and Manufacture, 7(2), 54-60. 

 

 

Comparative Study of Material Removal Rate of Single-Spark and Multi-

Spark Micro-EDM of Copper 

 

 

Mohammad Yeakub Ali
1
, Abdul Md Mazid

2
, Abdus Sabur

3
 and Mohamed Abd Rahman

4
 

 

 

Received: 03 April 2022 

Accepted: 13 April 2022 

Published: 16 April 2022 

Publisher: Deer Hill Publications 

© 2022 The Author(s) 

Creative Commons: CC BY 4.0 

 

 

ABSTRACT 

Micro-electro discharge machining (micro-EDM), a noncontact material removal process, is a well-established 

technique for making mold cavity on any workpiece materials having a minimal electrical conductivity of 0.1 Scm
-1
. 

The spark between tool electrode (-ve) and workpiece electrode (+ve) removes materials mostly from workpiece. 

Knowing the time and amount of material removed in a single spark, MRR can be estimated. A number of analytical 

study have been reported for the estimation of MRR based on the ideal situation single-spark erosion. In case of 

multi-spark micro-EDM, charging and discharging do not always follow the ideal conditions of the circuit and a lot 

of unwanted pulses such as arching and short circuit are produced which in turn reduce the effective number of pulses 

per second. Moreover, in RC pulse micro-EDM, the discharges are not uniform and the current and voltage are not 

constant with time. As a consequence, the performances estimated based on single-spark erosion formula could be 

misleading in multi-spark cases. This paper presents an analytical estimation of MRR as a function of machining 

parameters capacitance and voltage for single spark which is then compared with the multi-spark erosion of RC pulse 

micro-EDM. The single spark erosion rate is estimated using the electro-thermal theories in which charging and 

discharging duration are derived from the RC pulse time constant and the number of sparks per unit time is counted 

from the single spark duration. The expression of single spark erosion volume is estimated using heat transfer 

equations. It is also difficult to conduct single-spark EDM experiment and it has very little practical implications. 

Experiments are conducted to investigate the multi-spark erosion rate. It is shown that, theoretically, the number of 

sparks depends on the capacitance and resistance of the circuit. However, in multi-spark erosion, it is found that the 

number of effective sparks depend not only the capacitance and voltages but also the conditions of micro-EDM such 

as the workpiece and tool materials, flushing conditions, depth of cut. It is shown that the multi-spark MRR is almost 

half of the calculated value which is found using the equation of single spark MRR in micro-EDM of copper. Therefore, 

the single spark erosion formula needs to be adjusted for each of the workpiece to incorporate with the multi-spark 

erosion in real conditions. 

Keywords: Micro-electro discharge machining, material removal rate, time constant, multi-spark, nonconductive 

ceramic 

 

Nomenclature 

C = Capacitance (F) 

cp = Specific heat at constant pressure (J/KgK) 

E = Total circuit energy per spark (J) 

Ew = Energy absorbed by workpiece (J) 

Hm = Heat of melting (J/Kg) 

Hv = Heat of vaporization (J/Kg) 

k = Fraction of total energy consumed for material removal 

k1 = Fraction of Ew used for material removal by melting 

k2 = Fraction of Ew used for material removal by vaporization  



Comparative Study of Material Removal Rate of Single-Spark and Multi-Spark Micro-EDM of Copper 

55 

Lm = Latent heat of melting (J/Kg) 

Lv = Latent heat of vaporization (J/Kg) 

Ns = No of sparks per second 

R = Resistance (Ω) 
T = Temperature (K) 

Tb = Boiling temperature (K) 

tc = Capacitance charging time (s) 

tdc = Capacitance discharging time (s) 

Ti = Initial temperature (K) 

Tm = Melting temperature (K) 

V = Voltage (V) 

VC = Voltage between capacitance terminals (V) 

Vr = Material removed by vaporization and melting (mm
3
) 

VR = Voltage drop over the resistance (V) 

ρ = Density of the workpiece material (Kg/mm3) 
τ = Time constant circuit (s)  
 

1 Introduction 

Micro-electro discharge machining (micro-EDM), a noncontact material removal process, is a suitable technique for 

microstructuring of any material having a minimal electrical conductivity of 0.1 Scm
-1
. A series of electrical sparks or 

discharges occur rapidly in a short span of time between tool electrode and workpiece during micro-EDM [1, 2]. The 

electrical energy is converted into thermal energy instantaneously in micro-EDM and spark energy results in melting 

and vaporization of both the workpiece and tool materials [3-6]. About 90% of the molten material is removed by 

vaporization and the material beneath the surface gets less energy which is removed by melting [6]. In micro-EDM, 

the material is removed precisely by low level of input energy [7]. Therefore, an RC circuit is used in micro-EDM for 

pulse creation due to its capability of producing very small energy with a significantly short pulse in nanosecond 

duration [7].  

The main process characteristics of micro-EDM are material removal rate (MRR), average surface roughness and 

tool wear ratio. During micro-EDM, workpiece material is removed by thermal energy created due to the 

impingement of ion or electrons. Thus, every spark removes specific amount of material. Knowing the time and 

amount of material removed in a single spark, MRR is estimated as micro-EDM process characteristics. However, 

MRR is greatly influenced by the discharge duration and peak current even the same materials of both the electrode 

and workpiece. Longer discharge duration and a higher peak current result in a higher MRR and TWR with poor 

surface finish. On the contrary, a longer discharge duration and lower peak current reduce MRR with better surface 

roughness and a lower TWR [8, 9]. The MRR also depends upon the properties of the workpiece material, the tool 

material and dielectric fluid. The lower breakdown voltage causes an earlier occurrence of spark, which increases the 

MRR. Since Cu has a lower breakdown voltage than CuW, a higher MRR is obtained in micro-EDM of Al2O3 with a 

Cu electrode [10]. 

A number of analytical study have been reported for the estimation of micro-EDM characteristics [11] which are 

developed based on amount of material removed in a single spark considering the ideal situations. These models 

could not include some of the effects that play a vital role in real micro-EDM process and it is recommended to 

consider the effect of multi-spark machining [12, 13]. In multi-spark micro-EDM, charging and discharging do not 

always follow the ideal conditions of the circuit [14], and a lot of unwanted pulses such as arching and short circuit 

are produced [15] which in turn reduce the effective number of pulses per second. Moreover, in RC pulse micro-

EDM, the discharges are not uniform and the current and voltage are not constant with time [11]. As a consequence, 

the performances would not be same as estimated by single spark erosion and should be modified for multi-spark 

machining conditions. This paper presents a simple analytical estimation of MRR as a function of machining 

parameters capacitance and voltage for single spark which is then compared with the multi-spark erosion of RC pulse 

micro-EDM. 

 

2 Single Spark Micro-EDM 

To make a comparison between single spark and multi-spark erosion rate, an equation of MRR hence developed 

considering the ideal conditions in RC pulse micro-EDM. For single spark analysis the following assumptions are 

considered. 

1. The workpiece and tool materials are homogeneous in nature. 

2. The thermo-physical properties of the workpiece material remain constant during the machining process [3]. 

3. A fraction of the total spark energy is absorbed into the workpiece by conduction and rest of the energy is 

dissipated to the surroundings by convection and radiation [6]. 

4. The entire material is removed from the cavity after each discharge [16] and debris is not resolidified inside or 

around the cavity. 

5. The capacitor has no initial voltage and it is charged from a constant voltage source.  

6. Ignition delay time is negligible compared to total charging and discharging time. 



Ali et al. (2021). International Journal of Engineering Materials and Manufacture, 7(2), 54-60. 

56 

A diagram of a RC pulse micro-EDM circuit with the voltages at different parts is shown in Fig. 1. It has mainly two 

parts; the charging part is connected to a high resistor in series and the discharging part has no resistor or is connected 

to a very low resistor. The energy stored in the capacitor during the charging period is completely released through 

the gap. The energy discharged (E) in a single spark micro-EDM is given by Eqn. (1) where C is the capacitance and 

V is the voltage gap. 

2

2

1
CVE =            (1) 

Thus, charging and discharging time depends on the amount of capacitance and resistances connected to the circuit. 

To make a very quick discharge, generally the discharge circuit is kept resistance-free in the ideal condition. However, 

the discharging circuit exerts small resistance from dielectric fluid and the machine system. It is obvious that the smaller 

the time constant, the more rapidly the voltage gain or decrease that is, the faster the response and the quicker the 

dissipation of circuit energy [17]. 

 

 
 

Figure 1. Schematic diagram of a RC pulse micro-EDM circuit showing the voltages in different parts of charging side 

 

2.1 Estimation of Material Removal per Spark 

The single spark energy of a RC micro-EDM circuit as expressed by Eqn. (1) is not utilized completely for material 

removal of the workpiece. Only a fraction of the spark energy causes melting and vaporization of the material and 

creates a micro-crater. The remaining energy supplied into the gap is lost to the surroundings. Assuming k fraction of 

E is utilized to remove material by melting and vaporization, thus, the discharged energy used for material removal 

per spark, Ew is given by: 

2

2

1
k CVE

w
=          (2) 

The value of k depends upon the thermal properties of the workpiece material. It is observed that the material is 

removed by vaporization (during the discharge) and melting (during the charging) [6]. Assuming, k1 fraction of Ew is 

used to vaporize the material and k2 fraction of Ew is used to melt the material only. Thus, the volume of material 

removed per spark can be found using Eqn. (3). 









+=

mv

r
H

k

H

kkCV
V


21

2

2
                                     (3) 

According to Equation (3), the crater volume is the function of capacitance, voltage and volumetric heat of 

vaporization and melting. Thus, material removal is controlled by both the electrical parameters and thermal 

properties of the work material in RC pulse micro-EDM. 

The number of sparks can be found from the RC circuit charging and discharging period estimation. It is observed 

that each spark has three stages. In the first stage, the discharge circuit is kept off, the charges are stored in the capacitor 

from the electric source and the capacitor voltage rises to its full capacity from zero while its current decreases to 

zero. The first stage is called charging or pulse-off time. In the second stage, dielectric breakdown occurs under the 

electromagnetic field, the resistance between the tool electrode and the workpiece decreases to zero. The second 

stage is referred to as ignition delay time. In the third stage, when there is virtually no resistance between the tool 

electrode and the workpiece, spark occurs with high current. The capacitance voltage decreases to zero. This stage is 

called discharging or pulse-on time. In this study, ignition delay time is assumed negligible compared to the total 

charging and discharging time. Therefore, the total time required for single spark in a RC pulse circuit is the summation 

of charging and discharging time of capacitor. Total number of sparks per second (Ns), is the reciprocal of total time 

required for single spark and it can be expressed by Equation (4). 

)(5

1

55

11

2121
RRCCRCRtt

N
dcc

s
+

=
+

=
+

=             (4)) 



Comparative Study of Material Removal Rate of Single-Spark and Multi-Spark Micro-EDM of Copper 

57 

The total number of sparks in unit time is the function of capacitance and resistances. Therefore, Ns can be increased 

or decreased by changing either the capacitance or resistances or both in a RC pulse micro-EDM circuit. 

 

2.2 MRR for Single Spark 

The material removal rate (MRR) is defined as the volume of material removed per unit time. It is calculated by 

multiplying the volume of material removed in a single spark by the number of sparks occurring in unit time assuming 

that each of the sparks removes same amount of materials. Thus, the MRR is expressed by Eqn. (5) as below. 









+=

mv

s
H

k

H

kkCV
NMRR 21

2

2
                            (5) 

This is the expression of MRR for single spark erosion in RC pulse micro-EDM which shows that the electrical 

parameters, number of sparks per unit time and thermal properties of the material directly controls the erosion rate.  

 

3 MRR for Multi-spark micro-EDM  

Effective spark generation depends on many conditions such as the electrical and physical properties of workpiece 

and tool electrode, flushing conditions, spark gap, depth of the machining [16, 19, 20]. Due to the stochastic nature 

of micro-EDM, it is difficult to estimate the number of effective sparks theoretically. Therefore, micro-EDM of copper 

is conducted to investigate the deviation of experimental MRR from the MRR of ideal conditions. Experiments were 

accomplished by a multi-purpose miniature machine tool (DT-110, Mikrotools Inc., Singapore) using the machining 

conditions as given in Table 1. The DOE was done based on two parameters capacitance and voltage of four levels 

as shown in Table 2.  

Twelve experiments based on selected parameters (Table 2) were designed and conducted. Micro-holes were drilled 

on copper workpiece with 1 mm diameter copper tool electrode using kerosene dielectric fluid. To investigate the 

material removal mechanism and crater geometry, a SEM micrograph of the machined copper workpiece was 

captured as shown in Fig. 2. Copper micro-craters are observed to have a clear and identical geometric pattern 

because of the uniform removal of material by melting and vaporization. The micrograph also showed no cracks on 

the machined surface and micro-crater is spherical in shape. 

Finally, actual volume of the removed material was found by measuring the depth and diameter of the drilled 

holes. Then MRR was then calculated for each of the experiments. The twelve experiments and their corresponding 

MRR are listed in Table 3. The theoretical MRR (Eqn. 5) and experimental actual MRR are compared graphically as 

shown in Fig. 3. It is observed from Fig. 3 that the experimental MRR is about half of the theoretical MRR. Eqn. (5) 

has been formulated considering the ideal situation based on a single spark erosion volume. In multi-spark machining, 

charging and discharging do not follow the estimated time constant and there are many missing sparks among the 

estimated number of theoretical sparks. As such the number of effective sparks is less than the theoretical number of 

sparks in micro-EDM which reduces the MRR in multi-spark machining condition. Therefore, the MRR as expressed 

by Eqn. (5) is found to be valid for single spark machining only and it is not valid for multi-spark machining for real 

application in making molds and or other products. However, the single-spark MRR expression can be adjusted to 

use for multi-spark MRR purposes. As such based on experimental study as discussed above, Eqn. (5) can be 

transformed for multi-spark MRR purposes by with a multiplying factor, η as expressed by Eqn. (6). The value of the 
correction factor would be different for different materials and conditions which would be estimated empirically. In 

this experimental study of copper workpiece material, the value of the multiplying factor was found to be η = 0.5. 









+=

mv

sadj
H

k

H

kkCV
NMRR 21

2

2
                        (6) 

 

 

Table 1. Micro-EDM conditions for copper material [6] 

 

Conditions Values 

Variable parameter 

Capacitance, C (nF) 10, 1, 0.22, 0.1 

Voltage, V (V) 100, 90, 80 

Constant conditions 

Specific heat, cp (J/Kg
0
C) 390 

Melting temperature, Tm (
0
C) 1084 

Boiling temperature, Tb (
0
C) 2562 

Room temperature, T0 (
0
C) 20 

Latent heat of melting, Lm (J/Kg) 207000 

Latent heat of vaporization, Lv (J/Kg) 4730000 

Density, ρ (Kg/m3) 8960 

RC circuit resistance, R1 (Ω) 1000 



Ali et al. (2021). International Journal of Engineering Materials and Manufacture, 7(2), 54-60. 

58 

Conditions Values 

Fraction of energy consumed for material removal, k (%)  4.35 

Fraction of energy consumed for material removal by melting, k1 0.11xk 

Fraction of energy consumed for material removal by vaporization, k2 0.89xk 

Dielectric fluid Kerosene 

Cylindrical copper rod tool electrode diameter (mm) 1 

Tool polarity -ve 

Feed rate, f (µm/s) 0.2 

Speed, n (rpm) 300 

 

Table 2. Experimental Micro-EDM parameters for MRR of copper workpiece 

 

Parameter Level 

 I II III IV 

Capacitance C (nF) 0.1 0.22 1 10 

Voltage V (V) 80 90 100 110 

 

 

Table 3. Theoretical and experimental MRR in micro-EDM 

 

 
C 

(nF) 

V 

(V) 

MRR (mm
3
/s) 

(Eqn. 5) 

MRRex 

(mm
3
/s) MRR

MRR
ex  

1 10 100 0.001586 0.000726 0.458 

2 10 90 0.001285 0.000664 0.517 

3 10 80 0.001015 0.000523 0.516 

4 1.0 100 0.001586 0.000633 0.400 

5 1.0 90 0.001285 0.000603 0.470 

6 1.0 80 0.001015 0.000503 0.496 

7 0.22 100 0.001586 0.000876 0.552 

8 0.22 90 0.001285 0.000790 0.615 

9 0.22 80 0.001015 0.000669 0.660 

10 0.1 100 0.001586 0.000654 0.412 

11 0.1 90 0.001285 0.000510 0.397 

12 0.1 80 0.001015 0.000458 0.451 

 

 

 

 

Figure 2. SEM micrograph of surface texture in micro-EDM of copper showing a spherical micro-crater. 

 

Spherical cavity created by 

single spark 

  
10 µm 

 

1.  

 



Comparative Study of Material Removal Rate of Single-Spark and Multi-Spark Micro-EDM of Copper 

59 

 

Figure 3. Comparison of theoretical and experimental MRR of micro-EDM of copper 

 

4 Conclusions 

In this study, the mechanism of material removal and the MRR for single-spark and multi-spark micro-EDM are 

compared. MRR due to single spark is formulated based on electro-thermal mechanism. Then during real 

experimental machining number of sparks and total machining time are counted. The volume of material removal 

was measured and then converted into MRR. The experiments were repeated many times and a significant difference 

in MRR due to single-spark and multi-spark micro EDM was observed. The specific findings of this study are as 

follows: 

1. In ideal conditions, number of spark depends on capacitance and resistance. The number of effective sparks is 

found to be identical with theoretically calculated values at the initial machining stage. However, the frequency 

of effective discharges decreases with the progress of the machining due to inability of debris flushing. 

2. In micro-EDM of copper, it is observed that the experimental MRR in multi-spark is almost half of the theoretical 

MRR in single spark. This indicates that the MRR reduces by a higher percentage due to the creation of 

ineffective pulses in multi-spark erosion. Therefore, a correction factor is needed to adjust in multi-spark erosion. 

3. The MRR in multi-spark micro-EDM is the function of effective sparks generated in the specified duration which 

depends on many factors such as the electrical and physical properties of materials, flushing conditions, spark 

gap, depth of the machining. As an experimental correction factor, it includes all these conditions in estimation 

of MRR. 

4. In this experimental study it was found that the correction factor is to be 0.5 for coper workpiece and copper 

tool electrode (i.e.,  = 0.5 in Equation 6) 

 

Acknowledgements 

The authors would like to thank the Ministry of Higher Education of Malaysia (MOHE) for financial support under 

Research Grant FRGS 14-131-0372. 

 

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