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International Journal of Electrical and Computer Engineering (IJECE)
Vol. 10, No. 4, August 2020, pp. 3393~3402
ISSN: 2088-8708, DOI: 10.11591/ijece.v10i4.pp3393-3402  3393
Journal homepage: http://ijece.iaescore.com/index.php/IJECE
Enhancement of power quality using microprocessor based
shunt active power filter for unbalanced load
Madhu B. R.1
, Dinesh M. N.2
, Tsewang Thinlas3
, Deril Menezes4
1
Department of Electrical and Electronics Engineering, Jain University, India
2,3,4
Department of Electrical and Electronics Engineering, Rashtreeya Vidyalaya College of Engineering, India
Article Info ABSTRACT
Article history:
Received May 14, 2019
Revised Feb 1, 2020
Accepted Feb 9, 2020
Power quality is the most significant factor of power sector. The end user
equipment such as induction motor, inverters, rectifiers inject harmonics into
power system that influences the quality of power delivered. The presence
of harmonics forces the use of instantaneous reactive power theory to
calculate instantaneous power that helps in finding the compensating currents
to eliminate harmonics. The control action required by active filter
is accomplished by STM32F303RET6 microcontroller. Single phase
induction motor is used as a dynamic nonlinear load in one of the three
phases and resistive loads on the other two phases. TRIAC based RC
triggering circuit was used to control the single phase induction motor.
This paper presents the simulation and hardware implementation of shunt
active power filter for 3 phase 4 wire unbalanced system. The hardware
results show that THD in the source side has been reduced from 50.7%
to 9.6% by implementing the SAPF.
Keywords:
Instantaneous reactive power
theory
Shunt active power filter
(SAPF)
STM32F303RET6
microcontroller
Three phase three leg IGBT
inverter
Copyright © 2020 Institute of Advanced Engineering and Science.
All rights reserved.
Corresponding Author:
Madhu B. R.,
Department of Electrical Engineering,
Jain University,
Bengaluru, 560001-India.
Email: madhu3rao@gmail.com
1. INTRODUCTION
The nature of energy conveyed to the end client is influenced by different factors such as voltage
and frequency variations, faults, blackouts and so forth. These power quality issues reduce the life time
and productivity of the electrical equipment [1-4]. A large portion of the loads are likewise semiconductor
based. However the loads containing semiconductor are nonlinear in nature and draws non-sinusoidal current
from the supply [5]. Furthermore the semiconductor devices are utilized for conversion of power from AC to
DC or vice versa. This conversion of power largely contains switching operations which is the main reason
they draw non sinusoidal current. In order to keep up the standard of power transferred, the harmonics should
be reduced. Along these lines, an apparatus named filter is utilized that fills this need. There are a few filter
topologies presently being used like passive, active and hybrid [6].
Passive filter are prone to resonance. To improve the performance of passive filter and additionally
the power system, it must be combined with active filter to form hybrid power filter. Various control
strategies are studied and analyzed in literature. The objective of any control strategy is to develop an active
filter that injects a current that is out of phase with the harmonics present so as to compensate them.
Instantaneous reactive power theory presents a tool to measure the power of any arbitrary wave, hence this
can be very powerful tool to measure the power content of harmonics. Hysteresis controller is a powerful
strategy to inject calculated reference current [7-9]. It discusses the various control algorithms to calculate
the reference current. The various control techniques such as ANN, artificial intelligence, predictive control
on active filter to reduce harmonics due to nonlinear loads [10-13].
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 10, No. 4, August 2020 : 3393 - 3402
3394
There are various topologies in active power filter such as series and shunt active power filter.
They vary with respect to DC bus voltage, rating of the inverter required and cost [14]. DC bus voltage
is higher in case of pure active filters. DC bus capacitance value has a significant effect on the performance
of active power filters [15].
These days several industries are making use of variable frequency drives for control of induction
motor. These variable frequency drives produce different harmonics that results in malfunctioning of
the motor, electromagnetic interference introduction, faulty measurement of measuring devices. Harmonic
distortions mostly happen where loads draw non-sinusoidal current from the network. It is mostly present in
a system where AC is transformed into DC [16]. The study of the effect of harmonics on the performance of
induction motors has been done in [17, 18]. Around, 60% of loads around the globe are motor loads.
More than 90% of these are used up by 3 phase induction motors with a huge utility factor between 0.7
and 0.9 a day. Pulse Width Modulation (PWM) technique is proven to be an effective way of regulating
speed of an induction motor [19]. Use of single-phase induction motor and resistive loads on different phases
makes the system unbalanced. Hence, study of 3 phase 4 wire unbalanced system becomes crucial [20-22].
Since most of the research work has been carried out on power quality issues due to static nonlinear
load, and not many have studied the performance on dynamic nonlinear load for three-phase four-wire
unbalanced system and its effect on power quality issues. Since many of the domestic, industrial
and commercial loads are dynamic nonlinear loads like motor drives, it becomes essential to study their
effect on power quality due to harmonic production in the system and to reduce their effects by adopting
a proper harmonic mitigation method.
2. INSTANTANEOUS REACTIVE POWER THEORY FOR THREE PHASE FOUR WIRE
SYSTEM
Figure 1 depicts the block diagram of instantaneous reactive power theory for calculation of
compensating currents at PCC [23-25]. Using Clarke’s transformation the 3 phase voltages (va, vb, vc)
and load currents (ia, ib, ic) are converted into single phase i.e vα,vβ,v0 and iα,iβ,i0. Using this the instantaneous
power calculation block calculates the elements of active and reactive power of the non-linear load that need
to be remunerated by the filter.
Figure 1. Block diagram of instantaneous reactive power [19]
The dc-voltage regulation block consisting of PI controller determines the additional quantity
of power Preg that causes an extra flow of energy to the DC link to maintain its voltage around the reference
voltage Vref. This Preg is added to the compensating active power Pc along with the compensating reactive
power Qc, are passed to calculate reference current. It determines the instantaneous countervailing reference
current from the unwanted powers. Then by applying inverse Clarke’s transformation the single phase
is converted into three phase. Figure 2 indicates the simulation model of instantaneous reactive power theory
in MATLAB Simulink platform.
Int J Elec & Comp Eng ISSN: 2088-8708 
Enhanced of power quality using microprocessor based shunt active… (Madhu B. R.)
3395
Figure 2. Simulink model of instantaneous reactive power theory for shunt current compensation in SAPF
3. THREE PHASE FOUR WIRE SHUNT ACTIVE POWER FILTER CONTROLLER
Figure 3 shows the block diagram of a 3 phase 4 wire shunt active power filter for harmonic current
compensation. It has power circuit and compensation circuit. Single phase induction motor and two
resistances in each phase are connected to make a load unbalanced. Voltage controller in phase A is used in
series with induction motor that injects harmonics in the line. Voltage controller is a TRIAC based, that uses
RC triggering circuit to generate gating pulses. Figure 4 shows the MATLAB Simulink model of complete
SAPF. It contains 3 phase source, measurement unit, load and compensating circuit.
Figure 3. Block diagram of 3-phase 4-wire shunt active power filter
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 10, No. 4, August 2020 : 3393 - 3402
3396
Figure 4. Simulink model of 3 phase 4 wire SAPF
4. THREE PHASE UNBALANCED LOADS
Single phase 0.5HP induction motor with 1500rpm is connected in phase, and resistive load
(100 ohms) in other 2 phases as shown in Figure 5. The simulation model is simulated in the discrete mode.
The electrical machines are nonlinear loads simulated as current sources. Therefore, these elements ca not be
attached to an inductive network unless and until a resistive or capacitive component is connected across
the machine terminals. So, a parasitic resistive load is connected across the motor to avoid numerical
oscillations. The size of the parasitic load depends upon the size of the motor. The motor is connected in
series with TRIAC converter to generate harmonics.
Figure 5. TRIAC voltage controller with motor and resistive load
Int J Elec & Comp Eng ISSN: 2088-8708 
Enhanced of power quality using microprocessor based shunt active… (Madhu B. R.)
3397
5. SIMULATION RESULTS
5.1. Waveform and %THD on source side without SAPF
The Figure 6 shows the voltage and current waveform without compensation. Figure 7 represents
the percentage of current THD is 14.75%.
Figure 6. Voltage and current waveform
Figure 7. %THD in source current
5.2. Waveform and %THD on source side with SAPF
The Figure 8 shows the voltage and current waveform with SAPF. Figure 9 represents
the percentage of current THD is 3.72%. The FFT analysis of load current with 50Hz as fundamental
frequency reveals that THD of the current on source side without filter is 14.75% .The THD of the current on
source side with filter is reduced to 3.72%.
 ISSN: 2088-8708
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3398
Figure 8. Voltage and current waveform
Figure 9. %THD is source current
6. HARDWARE IMPLEMENTATION of SAPF
The Table 1 indicates the rating of SAPF for 3-phase 4-wire unbalanced load. A 230V, 3 phase AC
supply is given through a transformer to the dynamic load (i.e. single phase induction motor) at one phase
and also resistors in other two phases. The system comprises of 3 phase 4 wire system in unbalanced
condition as shown in Figure 10, zero sequence current and voltage also plays a vital role. Current sensor
ACS712 is used for current measurement that gives voltage output compatible for microcontroller analogues
to current. For Isa, Isb, and Isc represent the current sensor measuring source currents of three phases. Ica,
Icb, and Icc represent the current sensor measuring the three phase compensatory currents being injected by
three phase inverter into the system. These also form the feedback loop for hysteresis controller. A step-down
transformer is utilized to step-down the voltage of 230 volts (RMS) to 24 volts (peak-peak). This voltage
Int J Elec & Comp Eng ISSN: 2088-8708 
Enhanced of power quality using microprocessor based shunt active… (Madhu B. R.)
3399
is then fed to an AC voltage measuring unit which gives the required DC shift and attenuates the signal
measured by STM32F303RET micro controller. The gate driver provides 15V output required by the inverter
as the PWM signals from micro controller are 3.3V signals. The experimental setup of SAPF is depicted
in Figure 11.
Table 1. Specifications of SAPF
Voltage Rating 230V
Load 3-Phase 4-wire unbalanced loads.
Phase A has 0.5 HP, 1500 RPM
single phase induction motor.
Phase B and C has resistive loads
each of 100 ohms.
Active controller Three phase VSI inverter with
six IGBT’s
Figure 10. Block diagram for hardware implementation of SAPF
Figure 11. Experimental setup of SAPF
 ISSN: 2088-8708
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7. THREE PHASE THREE LEG IGBT INVERTER RATED 75A/1200V
The specifications of three phase inverter are indicated in Table 2. Inverter module consists of IGBT
switches SKM75GB123D (3 No’s), diode bridge rectifier PSD8316, IGBT Gate Drivers SKYPER 32 R
and DC Link Capacitors 4700µF (2 No’s). The controller in SAPF calculates the reference currents for
hysteresis controller that will be injected into power system by three phase IGBT inverter.
Table 2. Specifications of three phase inverter
Parameter Rating
Output AC Voltage 415V(controlled)
Switching frequency 20KHz
Maximum ambient temperature 4000
c
Control inputs 5V to 15 V
8. STM32F303RET6 MICROCONTROLLER
A code is designed based on instantaneous reactive power theory for calculating compensating
currents in SAPF and implemented using Keil MDK µVision v.5 embedded platform to program in
STM32F303RET6 microcontroller. The following are the steps to implement the IRP algorithm in SAPF for
three phase four wire unbalanced dynamic load using microcontroller.
9. HARDWARE RESULTS
Figure 12 shows that the %THD of the source side is 50.7% without compensation for unbalanced
dynamic load as measured with harmonic analyser (fluke make). Figure 13 shows that the %THD
of the source side is reduced to 9.5% from 50.7% with compensation for unbalanced dynamic load as
measured with harmonic analyser.
Int J Elec & Comp Eng ISSN: 2088-8708 
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Figure 12. %THD without compensation Figure 13. %THD with compensation
10. CONCLUSION
The SAPF works well with dynamic non-linear load and improves the power quality of the power
system. Results of simulation evidences that the total THD percentage in the source current is seen to be
reduced to 3.72% from 14.75% by implementing Shunt APF for a converter controlled single phase induction
motor load. Experimental result shows that the total THD content in source current is reduced to 9.6% from
50.7% by implementing the Shunt APF for a converter controlled single phase induction motor load.
Further the same system can be tested for compensation of harmonics in a system having three phase
induction motor.
REFERENCES
[1] M. J. Ghorbani and H. Mokhtari, “Impact of harmonics on power quality and losses in power distribution systems,”
International Journal of Electrical and Computer Engineering (IJECE), vol. 5, no. 1, pp. 166- 174, 2015.
[2] V. Kavitha and K. Subramanian, “Investigation of power quality issues and its solution for distributed power
system,” Int. Conference on Circuits Power and Computing Technologies, pp. 1-6, 2017.
[3] A. Agarwal, S. Kumar, and S. Ali, “A research review of power quality problems in electrical power system,”
MIT Int. Journal of Electrical and Instrumentation Engineering, vol. 2, no. 2, pp. 88-93, 2012.
[4] D. O. Johnson and K. A. Hassan, “Issues of power quality in electrical systems,” Int. Journal of Energy and Power
Engineering, vol. 5, no. 4, pp. 148-154, 2016.
[5] L. Cividino, “Power factor, harmonic distortion; cause, effects and considerations,” 14th
Int. Telecommunications
Energy Conference - INTELEC PZ., pp. 505-513, 1992.
[6] F. Z. Peng, “Harmonic sources and filtering approaches,” IEEE Industry Application Magazine, vol. 7, no. 4,
pp. 18-25, 2001.
[7] Madhu B. R., Dinesh M. N., and Ravitheja B. M., “Design of shunt hybrid active power filter to reduce harmonics
on AC side due to non-linear loads,” International Journal of Power Electronics and Drive Systems (IJPEDS),
vol. 9, no. 4, pp. 1926-1936, 2018.
[8] S. Chourasiya and S. Agrawal, “A review: Control techniques for shunt active power filter for power quality
improvement from non-linear loads,” Int. Journal of Electrical Engineering, vol. 6, no. 10, pp. 2028-2032, 2015.
[9] E. Mhawi, H. Daniyal, and Mohd H. Sulaiman, “Advanced techniques in harmonic suppression via active
power filter: A review,” International Journal of Power Electronics and Drive System (IJPEDS), vol. 6, no. 2,
pp. 185-195, 2015.
[10] L. D. Sahu and S. P. Dubey, “ANN based hybrid active power filter for harmonics elimination with distorted
mains,” International Journal of Power Electronics and Drive System (IJPEDS), vol. 2, no. 3, pp. 241-248, 2012.
[11] P. Thirumoorthi and Raheni T. D, “Adaptive method for power quality improvement through minimization of
harmonics using artificial intelligence,” International Journal of Power Electronics and Drive System (IJPEDS),
vol. 8, no. 1, pp. 470-482, 2017.
[12] M. H. Alaee, S. A. Taher, and Z. D. Arani, “Improved performance of single-phase shunt active power filter
by using conservative power theory and model predictive control,” 9th Annual Power Electronics, Drives Systems
and Technologies Conference, pp. 163-168, 2018.
[13] D. Joseph, N. Kalaiarasi, and K. Rajan, “A novel reference current generation algorithm for three phase shunt
active power filter,” Pow. Elec. and Renew. Energy Systems: Proc. of ICPERES, vol. 326, pp. 1467-1475, 2015.
[14] V. Khadkikar and A. Chandra, “Three-phase and single-phase p-q theories applied to three-phase shunt active
power filter under different operating conditions: A comparative evaluation,” Int. Journal of Emerging Electric
Power Systems, vol. 11, no. 2, pp. 1-30, 2010.
[15] D. M. Soomro, et al., “Performance of shunt active power filter based on instantaneous reactive power control
theory for single-phase system,” Int. Journal of Renewable Energy Research, vol. 7, no. 4, pp. 1741-1451, 2017.
 ISSN: 2088-8708
Int J Elec & Comp Eng, Vol. 10, No. 4, August 2020 : 3393 - 3402
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[16] G. Salunkhe and A. M. Sapkal, “Reduction of harmonics in induction motor drive using harmonic injection
method,” IEEE International Conference on Recent Trends in Electronics, Information and Communication
Technology, pp. 1231-1234, 2016.
[17] H. Oraee and A. E. Emanuel, “Induction motor useful life and power quality,” IEEE Power Engineering Review,
vol. 20, no. 1, pp. 47, 2000.
[18] L. Jing and S. Mekhilef, “DSP based implementation of adaptive speed controller for three-phase induction motor,”
TENCON 2008 IEEE Region 10 Conference, Hyderabad, pp. 1-5, 2008
[19] Z. Yu, A. Mohammed, and I. Panahi, “A review of three PWM techniques,” American Control Conference,
Albuquerque, NM, vol. 1, pp. 257-261, 1997.
[20] L. A. Moran, J. W. Dixon, and R. R. Wallas, “A three-phase active power filter operating with fixed switching
frequency for reactive power and current harmonic compensation,” IEEE Trans. Industrial Elec., vol. 42, no. 4,
pp. 402-408, 1995.
[21] D. Janyavula and S. N. Saxena, “Unbalanced variable nonlinear load compensation using multiple shunt active
filters,” International Journal of Electrical and Computer Engineering (IJECE), vol. 5, no. 5, pp. 896-904, 2015.
[22] H. Akagi, E. H. Watanabe, and M. Aredes, “Instantaneous power theory and applications to power conditioning-2nd
edition,” IEEE Press, John Wiley & Sons Inc., 2017.
[23] G. A. Jyothi and P. V. R. L. Narasimham, “Implementation of instantaneous reactive power theory for current
harmonic reduction and reactive power compensation in three phase four wire power system,” IOSR Journal of
Electrical and Electronics Engineering, vol. 10, no. 1, ver. II, pp. 68-74, 2015.
[24] M. Manikandan and R. R. Das, “Analysis and simulation of shunt active power filter under unbalanced and
distorted load conditions,” Int. J. on Recent Trends in Engineering & Technology, vol. 05, no. 2, pp. 173-176, 2011.
[25] D. M. Soomro, S. C. Chong, Z. A. Memon, and F. Abbasi, “Power quality improvement in QUCEST Larkana
Campus by using three types of power filters,” International Journal of Power Electronics and Drive System
(IJPEDS), vol. 8, no. 4, pp. 1876-1885, 2017.
BIOGRAPHIES OF AUTHORS
Madhu B. R. is working as faculty in EEE department RVCE, Bengaluru. She received B.E
degree in Electrical & Electronics Engineering from VTU, Belgaum and M.S (ASIC Design)
from Mangalore University. Her research interests are HVDC converters, Power Electronics,
Control Systems, Logic Design, ASIC Design. She is pursuing PhD in Active Filters under Jain
University, Bengaluru. E-mail: madhubr@rvce.edu.com
M. N. Dinesh, born in Karnataka, India in 1965. He received his electrical engineering degree
from Bangalore University during 1988, His M.E degree from Bangalore University during1994
and obtained Ph.D degree from Visvesvaraya Technological University during 2010. Since 1988
he is in teaching, presently working in the Department of Electrical and Electronics Engineering,
RVCollege Engineering, Bangalore 59. E-mail:dineshmn@rvce.edu.in
Tsewang Thinlas, born in Leh, Jammu and Kashmir, India in 1995. He is presently pursuing his
B.E degree in Electrical and Electronics Engineering (2015-19) at RVCE. His areas of interest
are analog electronics, control systems and power systems. Email: tsewangt.ee15@rvce.edu
Deril Menezes, born in Karnataka, India in 1995. He received diploma in Electrical
and Electronics Engineering from SNM Polytechnic in 2016 and presently pursuing his
Engineering at RVCE (2016-19). His areas of interests are Electrical Machines and Power
Electronic devices. Email: derilm.ee16@rvce.edu.in

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Enhancement of power quality using microprocessor based shunt active power filter

  • 1. International Journal of Electrical and Computer Engineering (IJECE) Vol. 10, No. 4, August 2020, pp. 3393~3402 ISSN: 2088-8708, DOI: 10.11591/ijece.v10i4.pp3393-3402  3393 Journal homepage: http://ijece.iaescore.com/index.php/IJECE Enhancement of power quality using microprocessor based shunt active power filter for unbalanced load Madhu B. R.1 , Dinesh M. N.2 , Tsewang Thinlas3 , Deril Menezes4 1 Department of Electrical and Electronics Engineering, Jain University, India 2,3,4 Department of Electrical and Electronics Engineering, Rashtreeya Vidyalaya College of Engineering, India Article Info ABSTRACT Article history: Received May 14, 2019 Revised Feb 1, 2020 Accepted Feb 9, 2020 Power quality is the most significant factor of power sector. The end user equipment such as induction motor, inverters, rectifiers inject harmonics into power system that influences the quality of power delivered. The presence of harmonics forces the use of instantaneous reactive power theory to calculate instantaneous power that helps in finding the compensating currents to eliminate harmonics. The control action required by active filter is accomplished by STM32F303RET6 microcontroller. Single phase induction motor is used as a dynamic nonlinear load in one of the three phases and resistive loads on the other two phases. TRIAC based RC triggering circuit was used to control the single phase induction motor. This paper presents the simulation and hardware implementation of shunt active power filter for 3 phase 4 wire unbalanced system. The hardware results show that THD in the source side has been reduced from 50.7% to 9.6% by implementing the SAPF. Keywords: Instantaneous reactive power theory Shunt active power filter (SAPF) STM32F303RET6 microcontroller Three phase three leg IGBT inverter Copyright © 2020 Institute of Advanced Engineering and Science. All rights reserved. Corresponding Author: Madhu B. R., Department of Electrical Engineering, Jain University, Bengaluru, 560001-India. Email: madhu3rao@gmail.com 1. INTRODUCTION The nature of energy conveyed to the end client is influenced by different factors such as voltage and frequency variations, faults, blackouts and so forth. These power quality issues reduce the life time and productivity of the electrical equipment [1-4]. A large portion of the loads are likewise semiconductor based. However the loads containing semiconductor are nonlinear in nature and draws non-sinusoidal current from the supply [5]. Furthermore the semiconductor devices are utilized for conversion of power from AC to DC or vice versa. This conversion of power largely contains switching operations which is the main reason they draw non sinusoidal current. In order to keep up the standard of power transferred, the harmonics should be reduced. Along these lines, an apparatus named filter is utilized that fills this need. There are a few filter topologies presently being used like passive, active and hybrid [6]. Passive filter are prone to resonance. To improve the performance of passive filter and additionally the power system, it must be combined with active filter to form hybrid power filter. Various control strategies are studied and analyzed in literature. The objective of any control strategy is to develop an active filter that injects a current that is out of phase with the harmonics present so as to compensate them. Instantaneous reactive power theory presents a tool to measure the power of any arbitrary wave, hence this can be very powerful tool to measure the power content of harmonics. Hysteresis controller is a powerful strategy to inject calculated reference current [7-9]. It discusses the various control algorithms to calculate the reference current. The various control techniques such as ANN, artificial intelligence, predictive control on active filter to reduce harmonics due to nonlinear loads [10-13].
  • 2.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 10, No. 4, August 2020 : 3393 - 3402 3394 There are various topologies in active power filter such as series and shunt active power filter. They vary with respect to DC bus voltage, rating of the inverter required and cost [14]. DC bus voltage is higher in case of pure active filters. DC bus capacitance value has a significant effect on the performance of active power filters [15]. These days several industries are making use of variable frequency drives for control of induction motor. These variable frequency drives produce different harmonics that results in malfunctioning of the motor, electromagnetic interference introduction, faulty measurement of measuring devices. Harmonic distortions mostly happen where loads draw non-sinusoidal current from the network. It is mostly present in a system where AC is transformed into DC [16]. The study of the effect of harmonics on the performance of induction motors has been done in [17, 18]. Around, 60% of loads around the globe are motor loads. More than 90% of these are used up by 3 phase induction motors with a huge utility factor between 0.7 and 0.9 a day. Pulse Width Modulation (PWM) technique is proven to be an effective way of regulating speed of an induction motor [19]. Use of single-phase induction motor and resistive loads on different phases makes the system unbalanced. Hence, study of 3 phase 4 wire unbalanced system becomes crucial [20-22]. Since most of the research work has been carried out on power quality issues due to static nonlinear load, and not many have studied the performance on dynamic nonlinear load for three-phase four-wire unbalanced system and its effect on power quality issues. Since many of the domestic, industrial and commercial loads are dynamic nonlinear loads like motor drives, it becomes essential to study their effect on power quality due to harmonic production in the system and to reduce their effects by adopting a proper harmonic mitigation method. 2. INSTANTANEOUS REACTIVE POWER THEORY FOR THREE PHASE FOUR WIRE SYSTEM Figure 1 depicts the block diagram of instantaneous reactive power theory for calculation of compensating currents at PCC [23-25]. Using Clarke’s transformation the 3 phase voltages (va, vb, vc) and load currents (ia, ib, ic) are converted into single phase i.e vα,vβ,v0 and iα,iβ,i0. Using this the instantaneous power calculation block calculates the elements of active and reactive power of the non-linear load that need to be remunerated by the filter. Figure 1. Block diagram of instantaneous reactive power [19] The dc-voltage regulation block consisting of PI controller determines the additional quantity of power Preg that causes an extra flow of energy to the DC link to maintain its voltage around the reference voltage Vref. This Preg is added to the compensating active power Pc along with the compensating reactive power Qc, are passed to calculate reference current. It determines the instantaneous countervailing reference current from the unwanted powers. Then by applying inverse Clarke’s transformation the single phase is converted into three phase. Figure 2 indicates the simulation model of instantaneous reactive power theory in MATLAB Simulink platform.
  • 3. Int J Elec & Comp Eng ISSN: 2088-8708  Enhanced of power quality using microprocessor based shunt active… (Madhu B. R.) 3395 Figure 2. Simulink model of instantaneous reactive power theory for shunt current compensation in SAPF 3. THREE PHASE FOUR WIRE SHUNT ACTIVE POWER FILTER CONTROLLER Figure 3 shows the block diagram of a 3 phase 4 wire shunt active power filter for harmonic current compensation. It has power circuit and compensation circuit. Single phase induction motor and two resistances in each phase are connected to make a load unbalanced. Voltage controller in phase A is used in series with induction motor that injects harmonics in the line. Voltage controller is a TRIAC based, that uses RC triggering circuit to generate gating pulses. Figure 4 shows the MATLAB Simulink model of complete SAPF. It contains 3 phase source, measurement unit, load and compensating circuit. Figure 3. Block diagram of 3-phase 4-wire shunt active power filter
  • 4.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 10, No. 4, August 2020 : 3393 - 3402 3396 Figure 4. Simulink model of 3 phase 4 wire SAPF 4. THREE PHASE UNBALANCED LOADS Single phase 0.5HP induction motor with 1500rpm is connected in phase, and resistive load (100 ohms) in other 2 phases as shown in Figure 5. The simulation model is simulated in the discrete mode. The electrical machines are nonlinear loads simulated as current sources. Therefore, these elements ca not be attached to an inductive network unless and until a resistive or capacitive component is connected across the machine terminals. So, a parasitic resistive load is connected across the motor to avoid numerical oscillations. The size of the parasitic load depends upon the size of the motor. The motor is connected in series with TRIAC converter to generate harmonics. Figure 5. TRIAC voltage controller with motor and resistive load
  • 5. Int J Elec & Comp Eng ISSN: 2088-8708  Enhanced of power quality using microprocessor based shunt active… (Madhu B. R.) 3397 5. SIMULATION RESULTS 5.1. Waveform and %THD on source side without SAPF The Figure 6 shows the voltage and current waveform without compensation. Figure 7 represents the percentage of current THD is 14.75%. Figure 6. Voltage and current waveform Figure 7. %THD in source current 5.2. Waveform and %THD on source side with SAPF The Figure 8 shows the voltage and current waveform with SAPF. Figure 9 represents the percentage of current THD is 3.72%. The FFT analysis of load current with 50Hz as fundamental frequency reveals that THD of the current on source side without filter is 14.75% .The THD of the current on source side with filter is reduced to 3.72%.
  • 6.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 10, No. 4, August 2020 : 3393 - 3402 3398 Figure 8. Voltage and current waveform Figure 9. %THD is source current 6. HARDWARE IMPLEMENTATION of SAPF The Table 1 indicates the rating of SAPF for 3-phase 4-wire unbalanced load. A 230V, 3 phase AC supply is given through a transformer to the dynamic load (i.e. single phase induction motor) at one phase and also resistors in other two phases. The system comprises of 3 phase 4 wire system in unbalanced condition as shown in Figure 10, zero sequence current and voltage also plays a vital role. Current sensor ACS712 is used for current measurement that gives voltage output compatible for microcontroller analogues to current. For Isa, Isb, and Isc represent the current sensor measuring source currents of three phases. Ica, Icb, and Icc represent the current sensor measuring the three phase compensatory currents being injected by three phase inverter into the system. These also form the feedback loop for hysteresis controller. A step-down transformer is utilized to step-down the voltage of 230 volts (RMS) to 24 volts (peak-peak). This voltage
  • 7. Int J Elec & Comp Eng ISSN: 2088-8708  Enhanced of power quality using microprocessor based shunt active… (Madhu B. R.) 3399 is then fed to an AC voltage measuring unit which gives the required DC shift and attenuates the signal measured by STM32F303RET micro controller. The gate driver provides 15V output required by the inverter as the PWM signals from micro controller are 3.3V signals. The experimental setup of SAPF is depicted in Figure 11. Table 1. Specifications of SAPF Voltage Rating 230V Load 3-Phase 4-wire unbalanced loads. Phase A has 0.5 HP, 1500 RPM single phase induction motor. Phase B and C has resistive loads each of 100 ohms. Active controller Three phase VSI inverter with six IGBT’s Figure 10. Block diagram for hardware implementation of SAPF Figure 11. Experimental setup of SAPF
  • 8.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 10, No. 4, August 2020 : 3393 - 3402 3400 7. THREE PHASE THREE LEG IGBT INVERTER RATED 75A/1200V The specifications of three phase inverter are indicated in Table 2. Inverter module consists of IGBT switches SKM75GB123D (3 No’s), diode bridge rectifier PSD8316, IGBT Gate Drivers SKYPER 32 R and DC Link Capacitors 4700µF (2 No’s). The controller in SAPF calculates the reference currents for hysteresis controller that will be injected into power system by three phase IGBT inverter. Table 2. Specifications of three phase inverter Parameter Rating Output AC Voltage 415V(controlled) Switching frequency 20KHz Maximum ambient temperature 4000 c Control inputs 5V to 15 V 8. STM32F303RET6 MICROCONTROLLER A code is designed based on instantaneous reactive power theory for calculating compensating currents in SAPF and implemented using Keil MDK µVision v.5 embedded platform to program in STM32F303RET6 microcontroller. The following are the steps to implement the IRP algorithm in SAPF for three phase four wire unbalanced dynamic load using microcontroller. 9. HARDWARE RESULTS Figure 12 shows that the %THD of the source side is 50.7% without compensation for unbalanced dynamic load as measured with harmonic analyser (fluke make). Figure 13 shows that the %THD of the source side is reduced to 9.5% from 50.7% with compensation for unbalanced dynamic load as measured with harmonic analyser.
  • 9. Int J Elec & Comp Eng ISSN: 2088-8708  Enhanced of power quality using microprocessor based shunt active… (Madhu B. R.) 3401 Figure 12. %THD without compensation Figure 13. %THD with compensation 10. CONCLUSION The SAPF works well with dynamic non-linear load and improves the power quality of the power system. Results of simulation evidences that the total THD percentage in the source current is seen to be reduced to 3.72% from 14.75% by implementing Shunt APF for a converter controlled single phase induction motor load. Experimental result shows that the total THD content in source current is reduced to 9.6% from 50.7% by implementing the Shunt APF for a converter controlled single phase induction motor load. Further the same system can be tested for compensation of harmonics in a system having three phase induction motor. REFERENCES [1] M. J. Ghorbani and H. Mokhtari, “Impact of harmonics on power quality and losses in power distribution systems,” International Journal of Electrical and Computer Engineering (IJECE), vol. 5, no. 1, pp. 166- 174, 2015. [2] V. Kavitha and K. Subramanian, “Investigation of power quality issues and its solution for distributed power system,” Int. Conference on Circuits Power and Computing Technologies, pp. 1-6, 2017. [3] A. Agarwal, S. Kumar, and S. Ali, “A research review of power quality problems in electrical power system,” MIT Int. Journal of Electrical and Instrumentation Engineering, vol. 2, no. 2, pp. 88-93, 2012. [4] D. O. Johnson and K. A. Hassan, “Issues of power quality in electrical systems,” Int. Journal of Energy and Power Engineering, vol. 5, no. 4, pp. 148-154, 2016. [5] L. Cividino, “Power factor, harmonic distortion; cause, effects and considerations,” 14th Int. Telecommunications Energy Conference - INTELEC PZ., pp. 505-513, 1992. [6] F. Z. Peng, “Harmonic sources and filtering approaches,” IEEE Industry Application Magazine, vol. 7, no. 4, pp. 18-25, 2001. [7] Madhu B. R., Dinesh M. N., and Ravitheja B. M., “Design of shunt hybrid active power filter to reduce harmonics on AC side due to non-linear loads,” International Journal of Power Electronics and Drive Systems (IJPEDS), vol. 9, no. 4, pp. 1926-1936, 2018. [8] S. Chourasiya and S. Agrawal, “A review: Control techniques for shunt active power filter for power quality improvement from non-linear loads,” Int. Journal of Electrical Engineering, vol. 6, no. 10, pp. 2028-2032, 2015. [9] E. Mhawi, H. Daniyal, and Mohd H. Sulaiman, “Advanced techniques in harmonic suppression via active power filter: A review,” International Journal of Power Electronics and Drive System (IJPEDS), vol. 6, no. 2, pp. 185-195, 2015. [10] L. D. Sahu and S. P. Dubey, “ANN based hybrid active power filter for harmonics elimination with distorted mains,” International Journal of Power Electronics and Drive System (IJPEDS), vol. 2, no. 3, pp. 241-248, 2012. [11] P. Thirumoorthi and Raheni T. D, “Adaptive method for power quality improvement through minimization of harmonics using artificial intelligence,” International Journal of Power Electronics and Drive System (IJPEDS), vol. 8, no. 1, pp. 470-482, 2017. [12] M. H. Alaee, S. A. Taher, and Z. D. Arani, “Improved performance of single-phase shunt active power filter by using conservative power theory and model predictive control,” 9th Annual Power Electronics, Drives Systems and Technologies Conference, pp. 163-168, 2018. [13] D. Joseph, N. Kalaiarasi, and K. Rajan, “A novel reference current generation algorithm for three phase shunt active power filter,” Pow. Elec. and Renew. Energy Systems: Proc. of ICPERES, vol. 326, pp. 1467-1475, 2015. [14] V. Khadkikar and A. Chandra, “Three-phase and single-phase p-q theories applied to three-phase shunt active power filter under different operating conditions: A comparative evaluation,” Int. Journal of Emerging Electric Power Systems, vol. 11, no. 2, pp. 1-30, 2010. [15] D. M. Soomro, et al., “Performance of shunt active power filter based on instantaneous reactive power control theory for single-phase system,” Int. Journal of Renewable Energy Research, vol. 7, no. 4, pp. 1741-1451, 2017.
  • 10.  ISSN: 2088-8708 Int J Elec & Comp Eng, Vol. 10, No. 4, August 2020 : 3393 - 3402 3402 [16] G. Salunkhe and A. M. Sapkal, “Reduction of harmonics in induction motor drive using harmonic injection method,” IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, pp. 1231-1234, 2016. [17] H. Oraee and A. E. Emanuel, “Induction motor useful life and power quality,” IEEE Power Engineering Review, vol. 20, no. 1, pp. 47, 2000. [18] L. Jing and S. Mekhilef, “DSP based implementation of adaptive speed controller for three-phase induction motor,” TENCON 2008 IEEE Region 10 Conference, Hyderabad, pp. 1-5, 2008 [19] Z. Yu, A. Mohammed, and I. Panahi, “A review of three PWM techniques,” American Control Conference, Albuquerque, NM, vol. 1, pp. 257-261, 1997. [20] L. A. Moran, J. W. Dixon, and R. R. Wallas, “A three-phase active power filter operating with fixed switching frequency for reactive power and current harmonic compensation,” IEEE Trans. Industrial Elec., vol. 42, no. 4, pp. 402-408, 1995. [21] D. Janyavula and S. N. Saxena, “Unbalanced variable nonlinear load compensation using multiple shunt active filters,” International Journal of Electrical and Computer Engineering (IJECE), vol. 5, no. 5, pp. 896-904, 2015. [22] H. Akagi, E. H. Watanabe, and M. Aredes, “Instantaneous power theory and applications to power conditioning-2nd edition,” IEEE Press, John Wiley & Sons Inc., 2017. [23] G. A. Jyothi and P. V. R. L. Narasimham, “Implementation of instantaneous reactive power theory for current harmonic reduction and reactive power compensation in three phase four wire power system,” IOSR Journal of Electrical and Electronics Engineering, vol. 10, no. 1, ver. II, pp. 68-74, 2015. [24] M. Manikandan and R. R. Das, “Analysis and simulation of shunt active power filter under unbalanced and distorted load conditions,” Int. J. on Recent Trends in Engineering & Technology, vol. 05, no. 2, pp. 173-176, 2011. [25] D. M. Soomro, S. C. Chong, Z. A. Memon, and F. Abbasi, “Power quality improvement in QUCEST Larkana Campus by using three types of power filters,” International Journal of Power Electronics and Drive System (IJPEDS), vol. 8, no. 4, pp. 1876-1885, 2017. BIOGRAPHIES OF AUTHORS Madhu B. R. is working as faculty in EEE department RVCE, Bengaluru. She received B.E degree in Electrical & Electronics Engineering from VTU, Belgaum and M.S (ASIC Design) from Mangalore University. Her research interests are HVDC converters, Power Electronics, Control Systems, Logic Design, ASIC Design. She is pursuing PhD in Active Filters under Jain University, Bengaluru. E-mail: madhubr@rvce.edu.com M. N. Dinesh, born in Karnataka, India in 1965. He received his electrical engineering degree from Bangalore University during 1988, His M.E degree from Bangalore University during1994 and obtained Ph.D degree from Visvesvaraya Technological University during 2010. Since 1988 he is in teaching, presently working in the Department of Electrical and Electronics Engineering, RVCollege Engineering, Bangalore 59. E-mail:dineshmn@rvce.edu.in Tsewang Thinlas, born in Leh, Jammu and Kashmir, India in 1995. He is presently pursuing his B.E degree in Electrical and Electronics Engineering (2015-19) at RVCE. His areas of interest are analog electronics, control systems and power systems. Email: tsewangt.ee15@rvce.edu Deril Menezes, born in Karnataka, India in 1995. He received diploma in Electrical and Electronics Engineering from SNM Polytechnic in 2016 and presently pursuing his Engineering at RVCE (2016-19). His areas of interests are Electrical Machines and Power Electronic devices. Email: derilm.ee16@rvce.edu.in