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International Journal of Electrical and Computer Engineering (IJECE)
Vol. 10, No. 3, June 2020, pp. 2807~2814
ISSN: 2088-8708, DOI: 10.11591/ijece.v10i3.pp2807-2814  2807
Journal homepage: http://ijece.iaescore.com/index.php/IJECE
Short-circuit fault diagnosis of the DC-Link capacitor and
its impact on an electrical drive system
Mohamed Amine Khelif, Azeddine Bendiabdellah, Bilal Djamal Eddine Cherif
Diagnostic Group, LDEE Laboratory, Department of Electrical Engineering, Faculty of Electrical Engineering,
University of Science and Technology of Oran MB, Algeria
Article Info ABSTRACT
Article history:
Received Apr 28, 2019
Revised Nov 25, 2019
Accepted Dec 5, 2019
The reliability of a motor control based on a variable speed drive is an
important issue for industrial applications. Most of these machines are
inverter based induction motors and are used in specific and complex
industrial installations. Unlike the induction motor, the feeding part is
very delicate and sensitive to faults. In order to improve system
performance, it is therefore very important for a researcher to know
the impact of a fault on the whole of his drive system. This paper
discusses the short-circuit fault of the DC-link capacitor of an inverter
fed induction motor. The simulation results of this type of faults are
presented and its impact on the behavior of the rectifier, the inverter as
well as the induction motor analyzed and interpreted.
Keywords:
Capacitor
DC-link
Fault
Induction motor
Inverter
Rectifier
Short-circuit
Copyright © 2020 Institute of Advanced Engineering and Science.
All rights reserved.
Corresponding Author:
Mohamed Amine Khelif,
Diagnostic Group, LDEE Laboratory,
Department of Electrical Engineering, Faculty of Electrical Engineering,
University of Science and Technology of Oran MB,
El-Mnaouer Oran 31000, Algeria.
Email: mohamed.khelif@univ-usto.dz
1. INTRODUCTION
Modern electrical drive systems are very dependent on the control of induction motors. The pulse
width modulation (PWM) techniques is one of the most known control techniques [1]. Thanks to the evolution
of power electronics, the control mechanism of these motors has become simple and economical for
performances similar to those of DC motors. However, the frequent use of induction motors in the automation
process has also raised questions about their performance under fault conditions at different levels. Motors can
be a part of basics drive systems [2, 3] or more complex ones such as wind energy conversion systems [4].
They can be supplied by conventional inverters or matrix inverters [5].
Induction motor fault analysis is an important research focus for improving the reliability of variable
speed drive systems. Several researchers [6, 7], have mobilized their knowledge and skills and orientate their
works on this research field. Diffrents types of faults have been studied, and some motor models are developed
and dedicated for these faults’ types. For example, bearing fault [8], open phase fault [9], broken bar fault [10],
short-between turns fault, etc. These motors are known for their simplicity of construction, use and
maintenance, its robustness and its low cost price. In most industrial applications, induction motors are variable
speed based. They are powered by a combination of a rectifier, a DC-Link and an inverter; which requires
a lot of attention to study the behavior of the motor in the presence of a fault in their supply system.
These faults mainly concern IGBT’s faults, control circuits or DC-link capacitor faults. These elements are
the main components that constitute a variable speed system and wind energy conversion systems [11, 12, 4].
The induction motors performances in the presence of power electronics and semiconductor related faults are
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 10, No. 3, June 2020 : 2807 - 2814
2808
well presented in the literature [13, 14]. The faults probability mentioned above is already calculated taking
into account several factors; a detailed study is presented in the following papers [12, 14]. The Reliability
Evaluation of Wind Turbine Systems’ Components shows that the higher failure rate is at the level of
the converters; which one the DC link is a part [15].
According to some researchers, the reliability of semiconductors has increased considerably.
It perseveres with the fact that in the past, the possibility of control circuit’s faults was 53.1% and it was only
due to the less reliability and less sophistication of PWM chips compared to what we can have as modern
controller technology today. Thus the risk of IGBT’s faults is reduced. Since that, capacitors have been used
in a large number of power electronics applications, including inverters and switching power supplies [12].
A research study [14] concluded that more than half of the faults in switching power supplies are related to
the DC-Link capacitor faults. On the basis of this work's theory [14], a new research that has been developed
on [12] deduces that the same hypothesis can also be applied to the DC-link capacitor of an inverter. This study
also demonstrated that the estimated possibility of capacitor faults for different circuits is about 60% [12].
It further emphasized that the capacitor faults rates are high, that makes it very important for research work
and should be taken into account for variable speed drives faults analysis.
In [16], a review on the DC-link capacitor reliability improvement in power electronic static
converters is presented. Fault modes, their reasons, and capacitor lifetime models are clarified and summarized
to understand the physics of failure and improve DC-link design. This paper highlights the importance of
the DC-link monitoring. The DC-link short-circuit fault is materialized by a capacitor short-circuit. This kind
of fault can mainly be caused by breaks in connectors [16]. The results show that the capacitor is vulnerable to
defects. It is worth mentioning that the equivalent series resistance (ESR) of the capacitor increases with time.
In ordinary circuits, the problem does not arise, however when the capacitor is part of a switching circuit,
the equivalent series resistance can combine with the switching frequency and possibly lead to self-heating;
which can indirectly cause capacitor fault.
On this fact, another paper proposes a DC-link condition monitoring method for two-level AC/DC/AC
converters. This method is based on the DC-link voltage measurement and DC-link current reconstruction.
An online evaluation of the equivalent series resistance (ESR) of the DC-link capacitor is done and the ESR
increase is used as a fault indicator [17]. Many researchers have studied faults in drive systems. However, they
focused on the diagnosis of IGBT’s switches faults [18, 19]. Most researches have cited the problem of
DC-link capacitor faults in their work but have not systematically studied it extensively [11, 20].
Other researchers [21] have commented on the voltage drop in the DC-link, but only for a transient moment.
In general, some researches were done on the DC-link short-circuit fault and its impact on
the induction motor [22-24]. Recently, a study has presented a review of internal and external defects at
different parts of a motor associated with an inverter [25]. However all this researches did not deal with its
impact on the three-phase rectifier. This bibliographical synthesis reveals that most of the works in the field of
fault analysis of induction motors variable speed based are related to the IGBT’s switches fault analysis.
However, the capacitor vulnerability prompts us to perform a thorough analysis of the behavior of the rectifier,
the inverter and the induction motor in the presence of this type of fault.
In this paper work, an induction motor variable speed based is considered. A synthesis of
a mathematical analysis of the short-circuit fault of the DC-link capacitor is presented. A simulation of
the behavior of this drive system under this type of fault was developed to support the synthesis of
the mathematical analysis. Its signature is studied and its impacts on the whole drive system (the rectifier,
the inverter and the induction motor) are presented. The obtained results can help the researchers to design and
improve a fault-tolerant system as well as an optimal protection system design.
2. DC-LINK CAPACITOR SHORT-CIRCUIT FAULT ANALYSIS
This research highlights that DC-link short-circuit capacitor fault can damage the rectifier if
the protection fuses are not well suited, and also stop the operation of the inverter and the induction motor
immediately. Figure 1 shows a simplified representation of an electrical drive system and how to simulate
a DC-link capacitor short-circuit fault. The studied electrical drive system is constructed of a combination of
a rectifier, an inverter and an induction motor. The fault is simulated by the paralleling of an ideal switch K
with the DC-link capacitor which will be closed at the moment of the fault application t=2s. Note that
the sampling frequency is Fs=200 kHz. As shown in Figure 1, the DC-link capacitor short-circuit fault causes
on both sides a short-circuit sharing a common branch of the DC-link; rectifier and power line side, inverter
and induction motor side. In this part a global mathematical analysis for both cases has been synthesized.
Figure 2 shows an equivalent electrical circuit of a combination of a rectifier, an inverter and an
induction motor for a variable speed application. The three-phase voltages coming from the electrical network
Va, Vb, and Vc are converted into DC voltage Vdc using a controlled three-phase rectifier. The DC voltage
Int J Elec & Comp Eng ISSN: 2088-8708 
Short-circuit fault diagnosis of the DC-Link capacitor and its impact on… (Mohamed Amine Khelif)
2809
obtained is supplied to the DC-link and filtered using a capacitor C. The rectifier and the inverter outputs
voltages are generated by the pulse width modulation (PWM) technique. The inverter output currents have
a sinusoidal waveform. The stator currents of the induction motor are generally sinusoidal waveform.
Three-phase
rectifier
Three-phase
inverter
IM
Power
supply
+K
C
Control
Figure 1. Representation of a DC-link capacitor short-circuit fault at the level of an electrical drive system
C +
Vb
L
L
L
R
R
R
LR
R
R L
L
Va Vc
Ea
Eb
Ec
K1 K3
K2
K5
K4 K6
K’1 K’3
K’2
K’5
K’4 K’6
Figure 2. Equivalent electrical circuit of a combination of a rectifier, an inverter and an induction motor
2.1. Electrical network and the rectifier side fault analysis
This fault short-circuits the rectifier output voltage and consequently short-circuits the electrical
network phases. To explain the phenomenon in a clear manner, we consider Figure 3. It is a simple circuit to
represent the problem [22]. Suppose we are focused on the rectifier side and electrical network. The switch K
is connected in parallel with the filter capacitor. The DC voltage source applies a DC voltage responsible for
the charge of the capacitor. Vdc is a simplified representation of the output of the three-phase rectifier used in
the simulation configuration of the electrical drive system. The resistor R is not shown since the short-circuit
path contains a very low resistance.
++DC CK
Figure 3. Simplified scheme of an equivalent circuit of a capacitor short-circuit fault
 ISSN: 2088-8708
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At the moment (t = 0-), before closing the switch K, the voltage across the capacitor is:
𝑉(𝑡=0−) = 𝑉𝑑𝑐 (1)
that is, the filter capacitor voltage is equal to rectifier output DC voltage. Therefore, when the capacitor voltage
is equal to Vdc, the current is zero.
𝑖 𝑐(𝑡=0−) = 0 (2)
The presence of a single capacitor in the variable speed system construction at the DC-link level means that
there is no other device to limit and stop the abrupt change in current. Therefore, at (t = 0), when the switch K
is closed, the capacitor is short-circuited. Knowing that the resistance is almost zero. The source current
increases exponentially.
𝑖 𝑐(𝑡=0−) = 𝑉/𝑅 (3)
Since R tends to zero, (3) becomes:
𝑖 𝑐(𝑡=0−) = ∞ (4)
the circuit condition after the switch K is closed is the same as for an RC circuit, then:
𝑖 = 𝑘𝑒(−
𝑡
𝑅𝐶
)
(5)
After closing the switch K, the resistance R becomes almost zero; that is, if R = 0, the circuit generates a very
strong current that tends to infinity. As a result, this fault can cause serious problems. It may damage
the rectifier if the selected fuses are not properly rated.
2.2. Inverter and induction motor side fault analysis
Let’s see the inverter and induction motor side. The electromotive force (EMF) is presented as
a sinusoidal variable voltage source, and the motor winding parameters are represented as a series resistance
and inductance for each of the three phases. The IGBT’s function as switches so that they establish or break
the DC-link connection with the induction motor; as shown in Figure 2 For example, consider a state where
IGBTs K1, K4, and K6 are Passing (close) and IGBTs K2, K3, and K5 are non-passing (open). Figure 4 shows
a simplified circuit representing the fault on the inverter and the induction motor side [23].
+CK
D1
D4
D6
R L
R L
R L
Ea
Eb
Ec
Figure 4. Fault equivalent circuit on the inverter and
the induction motor side under DC-link short capacitor short-circuit fault
At this time, the phase-A current is equal to the sum of the currents of the phase-B and the phase-C
as indicated in (6):
𝐼 𝑎 = 𝐼𝑏 + 𝐼𝑐 (6)
The current flows from phase-A which is connected to the positive terminal of the DC-link. The voltage
equation for the phase is given in (7):
Int J Elec & Comp Eng ISSN: 2088-8708 
Short-circuit fault diagnosis of the DC-Link capacitor and its impact on… (Mohamed Amine Khelif)
2811
𝑉𝑎0 = 𝑉𝑧 + 𝐸 𝑏𝑎 (7)
where: Vao is phase-A voltage relative to ground, Vz is the line impedance voltage drop, Eba is the induction
motor EMF return for phase-A. So (7) becomes:
𝑉𝑎𝑜 = 𝑅. 𝑖 + 𝐿(𝑑𝑖/𝑑𝑡) + 𝐸 𝑏𝑎 (8)
after the DC-link capacitor short-circuit fault, the inverter output voltage becomes zero as indicated in [25].
As a result, (8) becomes:
−𝐸 𝑏𝑎 = 𝑅. 𝑖 + 𝐿(𝑑𝑖/𝑑𝑡) (9)
at the moment (t = 0-), the current expression is given by:
𝑖 𝑟(𝑡=0−) = 𝑖𝑙(𝑡=0−) = (𝐸 𝑏𝑎 − 𝑉𝑑𝑐)/𝑅 (10)
at the moment (t = 0), the switch K is closed, thus creating a short circuit along DC voltage source. As a result,
the voltage Vdc becomes zero. The the induction motor electromotive forces begin to fall over time. So (10)
becomes:
𝑖 𝑟(𝑡=0) = 𝑖𝑙(𝑡=0) = 𝐸 𝑏𝑎/𝑅 (11)
as there is an inductance L in the mesh, it will oppose the current sudden, so it cannot change instantaneously.
However, the current will follow the particular solution given below in (12).
𝑖 = (𝐸 𝑏𝑎/𝑅)/ (1 − 𝑒−
𝑡
𝜏) (12)
The transient short-circuit current decreases indefinitely due to the winding resistor R presence. The time
constant τ defines the time necessary to eliminate the stator current transient effects. During the steady state,
the voltage applied to the motor becomes zero, which causes an immediate shutdown of the induction
motor operation.
3. SIMULATION RESULTS AND INTERPRETATION
T In this simulation, the induction motor is loaded at time t=1s with a load torque Cl=20N.m.
The fault is simulated by closing the switch K at t=2s. It can be seen in Figure 5 that the DC-link voltage Vdc
is maintained stable over its rated value in the healthy state. At the moment of the fault application, the voltage
becomes almost zero. In Figure 6 a significant increases in three-phase currents on the rectifier and the electrical
network side are noted. It can be seen in Figure 7 and Figure 8 that the inverter output voltages and the induction
motor absorbed current fall to zero just after the fault is happen. Figure 9 shows the induction motor stator
three-phase currents. Appearances of considerable transient currents are noted at the time of the fault
application, and then they decrease to reach a zero value.
Figure 10 shows that the induction motor was running at its nominal speed before the fault application.
At the moment of the fault appearance, the speed gradually decreases until it becomes zero; that is, the induction
motor starts to slow down slowly until it stops. It is observed in Figure 11 that when there is no applied load,
the electromagnetic torque is zero. When the induction motor is loaded, it increases and reaches that load torque
rated value .As soon as the fault appears, the electromagnetic torque immediately takes a very large negative
value before becoming zero. DC-link capacitor fault can be a serious problem if the motor is running at high
speed and has high inertia. Greater will be the inertia, longer will be the electromotive force return generation
time. These electromotive forces decrease and cancel with the inverter output voltages creating large amplitude
transient currents. On the rectifier and the electrical network side the short circuit makes the currents rise at
very large amplitudes and consequently, the deterioration risks of the converter electronic power components
are very present. The simulation results of our electrical drive system are given as shown in Figures 5-11.
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 10, No. 3, June 2020 : 2807 - 2814
2812
Figure 5. DC-link-voltage Figure 6. Rectifier three-phase currents on
the electrical network side
Figure 7. Inverter output three-phase voltages Figure 8. Inverter output three-phase currents
Figure 9. Induction motor stator three-phase
currents
Figure 10. Induction motor Rotation speed
Figure 11. Electromagnetic torque
0 0.5 1 1.5 2
0
100
200
300
400
500
600
Time(s)
DC-linkvoltage(V)
1.9 1.95 2 2.05 2.1
-150
-100
-50
0
50
100
150
Time(s)
Current(A)
1.9 1.95 2 2.05 2.1
-300
-200
-100
0
100
200
300
Time(s)
Voltage(V)
1.9 1.95 2 2.05 2.1
-10
-5
0
5
10
Time(s)
Current(A)
1.9 1.95 2 2.05 2.1
-30
-20
-10
0
10
20
Time(s)
Current(A)
0 0.5 1 1.5 2
-500
0
500
1000
1500
2000
Time(s)
Rotationspeed(rpm)
0 0.5 1 1.5 2
-100
-50
0
50
100
Time(s)
electromagnetictorque(N.m)
Int J Elec & Comp Eng ISSN: 2088-8708 
Short-circuit fault diagnosis of the DC-Link capacitor and its impact on… (Mohamed Amine Khelif)
2813
4. CONCLUSION
This article mainly highlights the impact of the DC-link capacitor short-circuit fault on the electrical
and mechanical behavior of an entire electrical drive system; composed of an induction motor powered by
a variable speed system (a rectifier, a DC-link and an inverter). The theory and the mathematical analysis given
are verified by simulations. This study allowed us to gather information on the behavior of the rectifier,
the inverter and the induction motor during a Dc-link capacitor short-circuit fault. Detailed analysis certainly
contributes to the diagnosis and design of good fault-tolerant systems as well as improving fault
detection techniques.
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APPENDIX
All the parameters of the used induction motor are presented the following Table 1.
Table 1. Parameters of the used induction motor
Power supply 380V
Coupling Δ
Rated power 3kW
Nominal current 7A
Rated speed 1440tr/min
Stator resistance 6Ω
Rotor resistance 2.8Ω
Stator cyclic inductance 0.5668Ω
Rotor cyclic inductance 0.5142Ω
Mutual inductance 0.5142Ω
poles pairs number 2
Moment of inertia 0.058kg.m2
Load torque 20N.m
Coefficient of viscous friction 0.005 N.m.rad-1.s
BIOGRAPHIES OF AUTHORS
Mohamed-Amine Khelif was born in Miliana, Ain-Defla, Algeria, in 1991. He received his
bachelor and Master degrees from the University Djilali Bounaama, Algeria in 2013 and 2015
respectively. He is currently working for his Ph.D degree at USTO-MB, Algeria. His research
interests include: Power Conversion and Electric Machines and Drives and Tolerance.
Azeddine Bendiabdellah, IEEE Member, Algeria. He received his Bachelor Engineering
degree with honors and his Ph.D degree from the University of Sheffield, England, in 1980,
and 1985 respectively. From 1990 to 1991 he was a visiting professor at Tokyo Institute of
Technology (T.I.T), Japan. He is currently Professor lecturer and researcher in Electrical
Engineering Faculty at the University of Sciences and Technology of Oran, (USTO-MB)
Algeria. His research interests include: Electrical machines and Drives Modelling and
Analysis, Electrical machines and Drives Control and Converters as well as Electrical
machines and drives Faults Diagnosis and Tolerance.
Bilal-Djamal-Eddine Cherif, IEEE student Member, was born in Algeria, in 1984.
He received his Engineering degree from the University of M’sila, Algeria in 2010 and his
Magister Degree in Electrical Engineering from the University of Sciences and Technology of
Oran (USTO-MB), Algeria in 2015 respectively. He is Ph.D degree at USTO-MB, Algeria.
His research interests include: Power Conversion and Electric Machines and Drives and
Tolerance.

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Short-circuit fault diagnosis of the DC-Link capacitor and its impact on an electrical drive system

  • 1. International Journal of Electrical and Computer Engineering (IJECE) Vol. 10, No. 3, June 2020, pp. 2807~2814 ISSN: 2088-8708, DOI: 10.11591/ijece.v10i3.pp2807-2814  2807 Journal homepage: http://ijece.iaescore.com/index.php/IJECE Short-circuit fault diagnosis of the DC-Link capacitor and its impact on an electrical drive system Mohamed Amine Khelif, Azeddine Bendiabdellah, Bilal Djamal Eddine Cherif Diagnostic Group, LDEE Laboratory, Department of Electrical Engineering, Faculty of Electrical Engineering, University of Science and Technology of Oran MB, Algeria Article Info ABSTRACT Article history: Received Apr 28, 2019 Revised Nov 25, 2019 Accepted Dec 5, 2019 The reliability of a motor control based on a variable speed drive is an important issue for industrial applications. Most of these machines are inverter based induction motors and are used in specific and complex industrial installations. Unlike the induction motor, the feeding part is very delicate and sensitive to faults. In order to improve system performance, it is therefore very important for a researcher to know the impact of a fault on the whole of his drive system. This paper discusses the short-circuit fault of the DC-link capacitor of an inverter fed induction motor. The simulation results of this type of faults are presented and its impact on the behavior of the rectifier, the inverter as well as the induction motor analyzed and interpreted. Keywords: Capacitor DC-link Fault Induction motor Inverter Rectifier Short-circuit Copyright © 2020 Institute of Advanced Engineering and Science. All rights reserved. Corresponding Author: Mohamed Amine Khelif, Diagnostic Group, LDEE Laboratory, Department of Electrical Engineering, Faculty of Electrical Engineering, University of Science and Technology of Oran MB, El-Mnaouer Oran 31000, Algeria. Email: mohamed.khelif@univ-usto.dz 1. INTRODUCTION Modern electrical drive systems are very dependent on the control of induction motors. The pulse width modulation (PWM) techniques is one of the most known control techniques [1]. Thanks to the evolution of power electronics, the control mechanism of these motors has become simple and economical for performances similar to those of DC motors. However, the frequent use of induction motors in the automation process has also raised questions about their performance under fault conditions at different levels. Motors can be a part of basics drive systems [2, 3] or more complex ones such as wind energy conversion systems [4]. They can be supplied by conventional inverters or matrix inverters [5]. Induction motor fault analysis is an important research focus for improving the reliability of variable speed drive systems. Several researchers [6, 7], have mobilized their knowledge and skills and orientate their works on this research field. Diffrents types of faults have been studied, and some motor models are developed and dedicated for these faults’ types. For example, bearing fault [8], open phase fault [9], broken bar fault [10], short-between turns fault, etc. These motors are known for their simplicity of construction, use and maintenance, its robustness and its low cost price. In most industrial applications, induction motors are variable speed based. They are powered by a combination of a rectifier, a DC-Link and an inverter; which requires a lot of attention to study the behavior of the motor in the presence of a fault in their supply system. These faults mainly concern IGBT’s faults, control circuits or DC-link capacitor faults. These elements are the main components that constitute a variable speed system and wind energy conversion systems [11, 12, 4]. The induction motors performances in the presence of power electronics and semiconductor related faults are
  • 2.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 10, No. 3, June 2020 : 2807 - 2814 2808 well presented in the literature [13, 14]. The faults probability mentioned above is already calculated taking into account several factors; a detailed study is presented in the following papers [12, 14]. The Reliability Evaluation of Wind Turbine Systems’ Components shows that the higher failure rate is at the level of the converters; which one the DC link is a part [15]. According to some researchers, the reliability of semiconductors has increased considerably. It perseveres with the fact that in the past, the possibility of control circuit’s faults was 53.1% and it was only due to the less reliability and less sophistication of PWM chips compared to what we can have as modern controller technology today. Thus the risk of IGBT’s faults is reduced. Since that, capacitors have been used in a large number of power electronics applications, including inverters and switching power supplies [12]. A research study [14] concluded that more than half of the faults in switching power supplies are related to the DC-Link capacitor faults. On the basis of this work's theory [14], a new research that has been developed on [12] deduces that the same hypothesis can also be applied to the DC-link capacitor of an inverter. This study also demonstrated that the estimated possibility of capacitor faults for different circuits is about 60% [12]. It further emphasized that the capacitor faults rates are high, that makes it very important for research work and should be taken into account for variable speed drives faults analysis. In [16], a review on the DC-link capacitor reliability improvement in power electronic static converters is presented. Fault modes, their reasons, and capacitor lifetime models are clarified and summarized to understand the physics of failure and improve DC-link design. This paper highlights the importance of the DC-link monitoring. The DC-link short-circuit fault is materialized by a capacitor short-circuit. This kind of fault can mainly be caused by breaks in connectors [16]. The results show that the capacitor is vulnerable to defects. It is worth mentioning that the equivalent series resistance (ESR) of the capacitor increases with time. In ordinary circuits, the problem does not arise, however when the capacitor is part of a switching circuit, the equivalent series resistance can combine with the switching frequency and possibly lead to self-heating; which can indirectly cause capacitor fault. On this fact, another paper proposes a DC-link condition monitoring method for two-level AC/DC/AC converters. This method is based on the DC-link voltage measurement and DC-link current reconstruction. An online evaluation of the equivalent series resistance (ESR) of the DC-link capacitor is done and the ESR increase is used as a fault indicator [17]. Many researchers have studied faults in drive systems. However, they focused on the diagnosis of IGBT’s switches faults [18, 19]. Most researches have cited the problem of DC-link capacitor faults in their work but have not systematically studied it extensively [11, 20]. Other researchers [21] have commented on the voltage drop in the DC-link, but only for a transient moment. In general, some researches were done on the DC-link short-circuit fault and its impact on the induction motor [22-24]. Recently, a study has presented a review of internal and external defects at different parts of a motor associated with an inverter [25]. However all this researches did not deal with its impact on the three-phase rectifier. This bibliographical synthesis reveals that most of the works in the field of fault analysis of induction motors variable speed based are related to the IGBT’s switches fault analysis. However, the capacitor vulnerability prompts us to perform a thorough analysis of the behavior of the rectifier, the inverter and the induction motor in the presence of this type of fault. In this paper work, an induction motor variable speed based is considered. A synthesis of a mathematical analysis of the short-circuit fault of the DC-link capacitor is presented. A simulation of the behavior of this drive system under this type of fault was developed to support the synthesis of the mathematical analysis. Its signature is studied and its impacts on the whole drive system (the rectifier, the inverter and the induction motor) are presented. The obtained results can help the researchers to design and improve a fault-tolerant system as well as an optimal protection system design. 2. DC-LINK CAPACITOR SHORT-CIRCUIT FAULT ANALYSIS This research highlights that DC-link short-circuit capacitor fault can damage the rectifier if the protection fuses are not well suited, and also stop the operation of the inverter and the induction motor immediately. Figure 1 shows a simplified representation of an electrical drive system and how to simulate a DC-link capacitor short-circuit fault. The studied electrical drive system is constructed of a combination of a rectifier, an inverter and an induction motor. The fault is simulated by the paralleling of an ideal switch K with the DC-link capacitor which will be closed at the moment of the fault application t=2s. Note that the sampling frequency is Fs=200 kHz. As shown in Figure 1, the DC-link capacitor short-circuit fault causes on both sides a short-circuit sharing a common branch of the DC-link; rectifier and power line side, inverter and induction motor side. In this part a global mathematical analysis for both cases has been synthesized. Figure 2 shows an equivalent electrical circuit of a combination of a rectifier, an inverter and an induction motor for a variable speed application. The three-phase voltages coming from the electrical network Va, Vb, and Vc are converted into DC voltage Vdc using a controlled three-phase rectifier. The DC voltage
  • 3. Int J Elec & Comp Eng ISSN: 2088-8708  Short-circuit fault diagnosis of the DC-Link capacitor and its impact on… (Mohamed Amine Khelif) 2809 obtained is supplied to the DC-link and filtered using a capacitor C. The rectifier and the inverter outputs voltages are generated by the pulse width modulation (PWM) technique. The inverter output currents have a sinusoidal waveform. The stator currents of the induction motor are generally sinusoidal waveform. Three-phase rectifier Three-phase inverter IM Power supply +K C Control Figure 1. Representation of a DC-link capacitor short-circuit fault at the level of an electrical drive system C + Vb L L L R R R LR R R L L Va Vc Ea Eb Ec K1 K3 K2 K5 K4 K6 K’1 K’3 K’2 K’5 K’4 K’6 Figure 2. Equivalent electrical circuit of a combination of a rectifier, an inverter and an induction motor 2.1. Electrical network and the rectifier side fault analysis This fault short-circuits the rectifier output voltage and consequently short-circuits the electrical network phases. To explain the phenomenon in a clear manner, we consider Figure 3. It is a simple circuit to represent the problem [22]. Suppose we are focused on the rectifier side and electrical network. The switch K is connected in parallel with the filter capacitor. The DC voltage source applies a DC voltage responsible for the charge of the capacitor. Vdc is a simplified representation of the output of the three-phase rectifier used in the simulation configuration of the electrical drive system. The resistor R is not shown since the short-circuit path contains a very low resistance. ++DC CK Figure 3. Simplified scheme of an equivalent circuit of a capacitor short-circuit fault
  • 4.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 10, No. 3, June 2020 : 2807 - 2814 2810 At the moment (t = 0-), before closing the switch K, the voltage across the capacitor is: 𝑉(𝑡=0−) = 𝑉𝑑𝑐 (1) that is, the filter capacitor voltage is equal to rectifier output DC voltage. Therefore, when the capacitor voltage is equal to Vdc, the current is zero. 𝑖 𝑐(𝑡=0−) = 0 (2) The presence of a single capacitor in the variable speed system construction at the DC-link level means that there is no other device to limit and stop the abrupt change in current. Therefore, at (t = 0), when the switch K is closed, the capacitor is short-circuited. Knowing that the resistance is almost zero. The source current increases exponentially. 𝑖 𝑐(𝑡=0−) = 𝑉/𝑅 (3) Since R tends to zero, (3) becomes: 𝑖 𝑐(𝑡=0−) = ∞ (4) the circuit condition after the switch K is closed is the same as for an RC circuit, then: 𝑖 = 𝑘𝑒(− 𝑡 𝑅𝐶 ) (5) After closing the switch K, the resistance R becomes almost zero; that is, if R = 0, the circuit generates a very strong current that tends to infinity. As a result, this fault can cause serious problems. It may damage the rectifier if the selected fuses are not properly rated. 2.2. Inverter and induction motor side fault analysis Let’s see the inverter and induction motor side. The electromotive force (EMF) is presented as a sinusoidal variable voltage source, and the motor winding parameters are represented as a series resistance and inductance for each of the three phases. The IGBT’s function as switches so that they establish or break the DC-link connection with the induction motor; as shown in Figure 2 For example, consider a state where IGBTs K1, K4, and K6 are Passing (close) and IGBTs K2, K3, and K5 are non-passing (open). Figure 4 shows a simplified circuit representing the fault on the inverter and the induction motor side [23]. +CK D1 D4 D6 R L R L R L Ea Eb Ec Figure 4. Fault equivalent circuit on the inverter and the induction motor side under DC-link short capacitor short-circuit fault At this time, the phase-A current is equal to the sum of the currents of the phase-B and the phase-C as indicated in (6): 𝐼 𝑎 = 𝐼𝑏 + 𝐼𝑐 (6) The current flows from phase-A which is connected to the positive terminal of the DC-link. The voltage equation for the phase is given in (7):
  • 5. Int J Elec & Comp Eng ISSN: 2088-8708  Short-circuit fault diagnosis of the DC-Link capacitor and its impact on… (Mohamed Amine Khelif) 2811 𝑉𝑎0 = 𝑉𝑧 + 𝐸 𝑏𝑎 (7) where: Vao is phase-A voltage relative to ground, Vz is the line impedance voltage drop, Eba is the induction motor EMF return for phase-A. So (7) becomes: 𝑉𝑎𝑜 = 𝑅. 𝑖 + 𝐿(𝑑𝑖/𝑑𝑡) + 𝐸 𝑏𝑎 (8) after the DC-link capacitor short-circuit fault, the inverter output voltage becomes zero as indicated in [25]. As a result, (8) becomes: −𝐸 𝑏𝑎 = 𝑅. 𝑖 + 𝐿(𝑑𝑖/𝑑𝑡) (9) at the moment (t = 0-), the current expression is given by: 𝑖 𝑟(𝑡=0−) = 𝑖𝑙(𝑡=0−) = (𝐸 𝑏𝑎 − 𝑉𝑑𝑐)/𝑅 (10) at the moment (t = 0), the switch K is closed, thus creating a short circuit along DC voltage source. As a result, the voltage Vdc becomes zero. The the induction motor electromotive forces begin to fall over time. So (10) becomes: 𝑖 𝑟(𝑡=0) = 𝑖𝑙(𝑡=0) = 𝐸 𝑏𝑎/𝑅 (11) as there is an inductance L in the mesh, it will oppose the current sudden, so it cannot change instantaneously. However, the current will follow the particular solution given below in (12). 𝑖 = (𝐸 𝑏𝑎/𝑅)/ (1 − 𝑒− 𝑡 𝜏) (12) The transient short-circuit current decreases indefinitely due to the winding resistor R presence. The time constant τ defines the time necessary to eliminate the stator current transient effects. During the steady state, the voltage applied to the motor becomes zero, which causes an immediate shutdown of the induction motor operation. 3. SIMULATION RESULTS AND INTERPRETATION T In this simulation, the induction motor is loaded at time t=1s with a load torque Cl=20N.m. The fault is simulated by closing the switch K at t=2s. It can be seen in Figure 5 that the DC-link voltage Vdc is maintained stable over its rated value in the healthy state. At the moment of the fault application, the voltage becomes almost zero. In Figure 6 a significant increases in three-phase currents on the rectifier and the electrical network side are noted. It can be seen in Figure 7 and Figure 8 that the inverter output voltages and the induction motor absorbed current fall to zero just after the fault is happen. Figure 9 shows the induction motor stator three-phase currents. Appearances of considerable transient currents are noted at the time of the fault application, and then they decrease to reach a zero value. Figure 10 shows that the induction motor was running at its nominal speed before the fault application. At the moment of the fault appearance, the speed gradually decreases until it becomes zero; that is, the induction motor starts to slow down slowly until it stops. It is observed in Figure 11 that when there is no applied load, the electromagnetic torque is zero. When the induction motor is loaded, it increases and reaches that load torque rated value .As soon as the fault appears, the electromagnetic torque immediately takes a very large negative value before becoming zero. DC-link capacitor fault can be a serious problem if the motor is running at high speed and has high inertia. Greater will be the inertia, longer will be the electromotive force return generation time. These electromotive forces decrease and cancel with the inverter output voltages creating large amplitude transient currents. On the rectifier and the electrical network side the short circuit makes the currents rise at very large amplitudes and consequently, the deterioration risks of the converter electronic power components are very present. The simulation results of our electrical drive system are given as shown in Figures 5-11.
  • 6.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 10, No. 3, June 2020 : 2807 - 2814 2812 Figure 5. DC-link-voltage Figure 6. Rectifier three-phase currents on the electrical network side Figure 7. Inverter output three-phase voltages Figure 8. Inverter output three-phase currents Figure 9. Induction motor stator three-phase currents Figure 10. Induction motor Rotation speed Figure 11. Electromagnetic torque 0 0.5 1 1.5 2 0 100 200 300 400 500 600 Time(s) DC-linkvoltage(V) 1.9 1.95 2 2.05 2.1 -150 -100 -50 0 50 100 150 Time(s) Current(A) 1.9 1.95 2 2.05 2.1 -300 -200 -100 0 100 200 300 Time(s) Voltage(V) 1.9 1.95 2 2.05 2.1 -10 -5 0 5 10 Time(s) Current(A) 1.9 1.95 2 2.05 2.1 -30 -20 -10 0 10 20 Time(s) Current(A) 0 0.5 1 1.5 2 -500 0 500 1000 1500 2000 Time(s) Rotationspeed(rpm) 0 0.5 1 1.5 2 -100 -50 0 50 100 Time(s) electromagnetictorque(N.m)
  • 7. Int J Elec & Comp Eng ISSN: 2088-8708  Short-circuit fault diagnosis of the DC-Link capacitor and its impact on… (Mohamed Amine Khelif) 2813 4. CONCLUSION This article mainly highlights the impact of the DC-link capacitor short-circuit fault on the electrical and mechanical behavior of an entire electrical drive system; composed of an induction motor powered by a variable speed system (a rectifier, a DC-link and an inverter). The theory and the mathematical analysis given are verified by simulations. This study allowed us to gather information on the behavior of the rectifier, the inverter and the induction motor during a Dc-link capacitor short-circuit fault. Detailed analysis certainly contributes to the diagnosis and design of good fault-tolerant systems as well as improving fault detection techniques. REFERENCES [1] S. Vashishtha, K.R. 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Jidin, "Review on Adjustable Speed Drive Techniques of Matrix Converter Fed Three-Phase Induction Machine," in of the 5th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI 2018), 2018. [6] M. Riera-Guasp, J. A. Antonino-Daviu, G. A. Capolino, "Advances in electrical machine, power electronic and drive condition monitoring and fault detection: State of the art", IEEE Transactions on Industrial Electronics, vol. 62, no. 3, pp. 1746–1759, 2015. [7] Y. Liu and A. M. Bazzi, "A review and comparison of fault detection and diagnosis methods for squirrel-cage induction motors: State of the art," ISA Transactions, vol. 70, pp. 400-409, 2017. [8] M. Hadjami, H. Razik, M. E. K. Oumaamar, A. Kezzar, "Analytical Model of Cage Induction Machine Dedicated to the Study of the Inner Race Bearing Fault," International Journal of Electrical and Computer Engineering (IJECE), vol. 8, no. 1, pp. 458-471, 2018. [9] M. Atig, M. Bouheraoua, A. 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  • 8.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 10, No. 3, June 2020 : 2807 - 2814 2814 [21] E. Ebrahim and N. Hammad, "Fault analysis of current-controlled pwm-inverter fed induction-motor drives," in Proceedings of the 7th International Conference on Properties and Applications of Dielectric Materials, vol. 3, pp. 1065–1070, 2003. [22] H.A. Sher, Z.J. Paracha, Y. Khan, and K.E., Addoweesh, "Fault analysis of an inverter fed induction motor under DC link capacitor short circuit condition," Proceedings of 5th Global Conference on Power Control and Optimization, 2011. [23] H. A. Sher, K. E. Addoweesh, Y. Khan, "Effect of short-circuited dc link capacitor of an ac-dc-ac inverter on the performance of induction motor," Journal of King Saud University, vol. 28, no. 2, pp. 1-8, 2014. [24] H.A. Sher, K.E. Addowesh, Z. Khalid, Y. Khan, "Theoretical and experimental analysis of inverter fed induction motor system under DC link capacitor failure," J. King Saud Univ. Eng. Sci, vol. 29, no. 2, pp. 103–111, 2017. [25] B. D. E. Cherif, A. Bendiabdellah, M. Bendjebbar, N. Benouzza, M. A. Khelif, "Review on external and internal faults of an association inverter-motor and their impact on the motor operation," Green Energy Conversion Systems (GECS), 2017 International Conference, 2017. APPENDIX All the parameters of the used induction motor are presented the following Table 1. Table 1. Parameters of the used induction motor Power supply 380V Coupling Δ Rated power 3kW Nominal current 7A Rated speed 1440tr/min Stator resistance 6Ω Rotor resistance 2.8Ω Stator cyclic inductance 0.5668Ω Rotor cyclic inductance 0.5142Ω Mutual inductance 0.5142Ω poles pairs number 2 Moment of inertia 0.058kg.m2 Load torque 20N.m Coefficient of viscous friction 0.005 N.m.rad-1.s BIOGRAPHIES OF AUTHORS Mohamed-Amine Khelif was born in Miliana, Ain-Defla, Algeria, in 1991. He received his bachelor and Master degrees from the University Djilali Bounaama, Algeria in 2013 and 2015 respectively. He is currently working for his Ph.D degree at USTO-MB, Algeria. His research interests include: Power Conversion and Electric Machines and Drives and Tolerance. Azeddine Bendiabdellah, IEEE Member, Algeria. He received his Bachelor Engineering degree with honors and his Ph.D degree from the University of Sheffield, England, in 1980, and 1985 respectively. From 1990 to 1991 he was a visiting professor at Tokyo Institute of Technology (T.I.T), Japan. He is currently Professor lecturer and researcher in Electrical Engineering Faculty at the University of Sciences and Technology of Oran, (USTO-MB) Algeria. His research interests include: Electrical machines and Drives Modelling and Analysis, Electrical machines and Drives Control and Converters as well as Electrical machines and drives Faults Diagnosis and Tolerance. Bilal-Djamal-Eddine Cherif, IEEE student Member, was born in Algeria, in 1984. He received his Engineering degree from the University of M’sila, Algeria in 2010 and his Magister Degree in Electrical Engineering from the University of Sciences and Technology of Oran (USTO-MB), Algeria in 2015 respectively. He is Ph.D degree at USTO-MB, Algeria. His research interests include: Power Conversion and Electric Machines and Drives and Tolerance.