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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 484
INVESTIGATION OF SHUNT ACTIVE POWER FILTER FOR
COMPENSATION OF CURRENT HARMONICS USING FUZZY LOGIC
CURRENT CONTROLLER
P. Valarmathi
Lecturer (Senior Grade), Dept. of Electronics and Communication Engineering, Sakthi Polytechnic College, Erode,
Tamil Nadu, India
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - A 3 phase Shunt Active Power Filter (APF)
controlled by fuzzy logic current controller is proposed forthe
harmonic currents compensation generated by nonlinear
loads. Multilevel inverters are investigated and used for APF
topologies. Today, a three level inverter is the most used
converter in the major industrial applications. Anewschemeis
proposed to improve APF compensation capability based on
fuzzy rules by regulating the current error. To develop three-
level voltage inverter output and to avoid an unbalanced AC
voltage waveform, a Proportional Integral (PI) controller is
required in order to maintain the constant DC voltage.
MATLAB/SIMULINK power system toolbox is used to simulate
the proposed system in order to eliminate the harmonics and
reactive power components. The results are obtained in
various states under various operating conditions whichshow
the efficiency of fuzzy controller based shunt active filter
compared to the conventional scheme.
Key Words: Fuzzy logic current controller, Harmonic
current compensation, Power quality, Shunt active
Power Filter, Three-level (NPC) inverter.
1. INTRODUCTION
Power pollution is obtained from nonlinear loads
such as SMPS, electronic ballasts and adjustablespeeddrives
results in the poor power quality in the grid system. The
non-sinusoidal balanced or unbalanced currents generate
harmonics, reactive power and extreme neutralcurrent.The
harmonic current cannot supply to active powerandneedto
be eliminated to enhance the power quality [1]. Passive
filtersare used to eliminate current harmonicsand increase
the power factor. However, the passive filter has many
disadvantages. Thus, active power filter [2] is the popular
solution for the compensation of harmonic and reactive
currents in power systems. The most powerful converter
used in APF is the two-level voltage source inverter [3-5].
Due to power handling capabilitiesof power semiconductor
devices, these inverters are imperfect for low power
applications. Three-level inverters are applied in medium
and high power applications in the past years [6-7]. The
controller is the core of the active power filter operationand
the subject of several researches in recent years [8-9].
The conventional scheme based on hysteresis or
PWM logic control to generate pulses, presents numerous
drawbacks. To improve the active power filter performance,
intelligent control techniques, particularly fuzzy logic
controllers are used. The principal advantages of these
controllers are robustness, capability to control nonlinear
systems, absence of accurate mathematical model, etc.
In this paper, the three-phase three-level shunt
active filter based on fuzzy logic current controller is
proposed for the current harmonicscompensation.Thenew
controller is designed to improve compensationcapabilityof
APF by adjusting the current error using a fuzzy rule. The
reference current signals required to compensate current
harmonicsuse the synchronousreferencedetectionmethod.
The performances of the proposed system for transient and
steady-state conditions are analyzedwithdifferentnonlinear
loads using Matlab/Simulink program and Sim Power
System toolbox.
2. SHUNT ACTIVE FILTER
The circuit design of the shunt active filter is shown
in Fig. 1. It is controlled to cancel AC side current harmonics
and make the source current in phase with the source
voltage. After compensation, the source current becomes
sinusoidal and in phase with the source voltage [10-11][23].
Fig -1: Three level shunt active filter
3. THREE-LEVEL (NPC) INVERTER
Multilevel inverters are currently used for active
filter topologies. Three-level inverters are the most popular
converters employed in medium and high power
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 485
applications. It can reducesthe harmonic content generated
by the active filter and can reduce the voltage or current
ratings of the semiconductors [12].
Figure 2 showsthe power circuitofadiode-clamped
three-level inverter based on the six main switches(T11, T21,
T31, T14, T24, T34) of the traditional two-level inverter,
addition of two auxiliary switches (T12, T13, T22, T23, T32, T33)
and two neutral clamped diodes on each bridge arm. The
diodes are having connection with reference point to get
midpoint voltages. This structure permits the switches to
endure larger DC voltage input on the premise that the
switches will not raise the level of their withstand voltage.
Any phase, for example phase-A, three kinds of voltage level
can be obtained for corresponding three kinds of switching
states. As a result, 27 kinds of switching output exist in
three-phase three-level inverter [13-15] [20].
Fig -2: Three-level NPC inverter
4. CONTROL STRATEGY
Different control algorithms are proposed for APF
but a Synchronous detection method is used for harmonic
detection to calculate reference current for shunt active
power filter due to its simplicity [16-17]. The balancedthree
phase source currents can be obtained after compensation.
The equal current distribution method of this control
scheme is implemented in this research work. Figure 3
shows the block diagram of SDM filter.
Fig -3: SDM filter block [22]
The expression of reference current for shunt active power
filter in each phase (i*
ca, i*
cb, i*
cc)
i*
ca = ILa – IFa
i*
cb = ILb – IFb
i*
cc = ILc – IFc
Where, ILa, ILb, ILc are 3 phase currents drawn by the
load and IFa, IFb, IFc are fundamental currents.
After getting the reference current, it is compared
with the actual current by using hysteresis current
comparator to generate six switching pulses, which areused
to control the IGBT either by turning ON or OFF.
5. FUZZY LOGIC CURRENT CONTROLLER
Fuzzy logic scheme is like a human being’s feeling
and inference process. It need not require an accurate
mathematical model, can work with inaccurate inputs.Itcan
handle non-linearity and more robust than other
conventional type controllers [18-19].
Fig -4: Block diagram of Fuzzy Logic controller
Fuzzy logic control is the evaluation of a set of
simple linguistic rules to determine the control action. The
fuzzy logic current controller design has two inputs, error e,
change of error de and one output s. Here the error e and
change of error de are the input variable for real system.
Both inputs and output have five membershipfunctionssuch
as NB-Negative Big, NS-Negative Small, Z-Zero, PS-Positive
Small, and PB-Positive Big [21]. The membership functions
used in fuzzification are shown in figure 5. Table1showsthe
fuzzy rules.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 486
Fig -5: Membership functions
Table -1: Fuzzy Rules
Error/Change
in Error
NB NS Z PS PB
NB NB NS NS Z PS
NS NB NS NS PS PB
Z NB NS Z PS PB
PS NB NS PS PS PB
PB NS Z PS PS PB
Each phase errorsare discredited by the zero order
hold blocks. The error rate is error derivative and obtained
by unit delay block. The saturation block requiresupperand
lower bounds on a given signal. The input signaliswithinthe
range of lower and upper limit parameters, the input signal
passes remains same.
When the input signal is outside these bounds, the
signal is clipped to the upper or lower bound. The output of
the saturation blocks are the input to fuzzy logiccontrollers.
The outputs of these fuzzy logic controllers are used in the
production of pulse switching signals of the three-level
inverter. The switching signalsaregeneratedbycomparinga
two-carrier signal with the output of the fuzzy logic
controllers. The Simulink model of the fuzzy logic switching
signal generation is given in figure 6.
Fig -6: Three-level inverter switching signal generation
Figure 7 shows the block diagram of the proposed
fuzzy current controller for the three-phase shunt active
power filter.
Fig -7: Three-level shunt active filter based on fuzzy
current controller
6. SIMULATION RESULTS
Figure 8 shows the waveform of AC current source
before compensation. Figure 9 shows the corresponding
current source harmonic spectrum. Figure 10 and 11 shows
respectively the source and injected current beforeandafter
APF application. The DC voltage is shown in figure 12. The
waveforms of source voltage and source current after
compensation are simultaneously shown in figure 13. The
harmonic spectrum of the sourcecurrentaftercompensation
is shown in figure 14.
Fig -8: Source current without APF
Fig -9: Source current spectrum without APF (THD
25.21%)
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 487
Fig -10: Source current before and after compensation
using conventional controller
Fig -11: Source current spectrum with APF (THD = 3.51%)
Fig -12: Source current before and after compensation
using Fuzzy controller
Fig -13: Source current spectrum with APF using fuzzy
controller (THD 1.27%)
3. CONCLUSIONS
In this paper, a three-phase shuntactivepowerfilter
with neutral-point diode clamped inverter based on fuzzy
logic current controller is presented. Use of filterisachieving
the harmonics elimination by the nonlinear loads.
Simulations with different nonlinearloads(AC/DCconverter
with R,L or R,C) under various conditions are performed
using the conventional PWM and fuzzy current controllers.
The result shows the advantages and efficiency of the
proposed fuzzy logic controller. The THD is significantly
reduced from 25.21% to 3.51% by conventional PWM
controller and to 1.27% for fuzzy controller with APF. For
both controllers, the current source after compensation is
sinusoidal and it is in phase with the input voltage. Hence,
the proposed fuzzy logic current controller is efficient to
control shunt active filters based on multilevel inverter
topology in harmonic currentselimination and powerfactor
improvement.
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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 488
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IRJET- Investigation of Shunt Active Power Filter for Compensation of Current Harmonics using Fuzzy Logic Current Controller

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 484 INVESTIGATION OF SHUNT ACTIVE POWER FILTER FOR COMPENSATION OF CURRENT HARMONICS USING FUZZY LOGIC CURRENT CONTROLLER P. Valarmathi Lecturer (Senior Grade), Dept. of Electronics and Communication Engineering, Sakthi Polytechnic College, Erode, Tamil Nadu, India ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - A 3 phase Shunt Active Power Filter (APF) controlled by fuzzy logic current controller is proposed forthe harmonic currents compensation generated by nonlinear loads. Multilevel inverters are investigated and used for APF topologies. Today, a three level inverter is the most used converter in the major industrial applications. Anewschemeis proposed to improve APF compensation capability based on fuzzy rules by regulating the current error. To develop three- level voltage inverter output and to avoid an unbalanced AC voltage waveform, a Proportional Integral (PI) controller is required in order to maintain the constant DC voltage. MATLAB/SIMULINK power system toolbox is used to simulate the proposed system in order to eliminate the harmonics and reactive power components. The results are obtained in various states under various operating conditions whichshow the efficiency of fuzzy controller based shunt active filter compared to the conventional scheme. Key Words: Fuzzy logic current controller, Harmonic current compensation, Power quality, Shunt active Power Filter, Three-level (NPC) inverter. 1. INTRODUCTION Power pollution is obtained from nonlinear loads such as SMPS, electronic ballasts and adjustablespeeddrives results in the poor power quality in the grid system. The non-sinusoidal balanced or unbalanced currents generate harmonics, reactive power and extreme neutralcurrent.The harmonic current cannot supply to active powerandneedto be eliminated to enhance the power quality [1]. Passive filtersare used to eliminate current harmonicsand increase the power factor. However, the passive filter has many disadvantages. Thus, active power filter [2] is the popular solution for the compensation of harmonic and reactive currents in power systems. The most powerful converter used in APF is the two-level voltage source inverter [3-5]. Due to power handling capabilitiesof power semiconductor devices, these inverters are imperfect for low power applications. Three-level inverters are applied in medium and high power applications in the past years [6-7]. The controller is the core of the active power filter operationand the subject of several researches in recent years [8-9]. The conventional scheme based on hysteresis or PWM logic control to generate pulses, presents numerous drawbacks. To improve the active power filter performance, intelligent control techniques, particularly fuzzy logic controllers are used. The principal advantages of these controllers are robustness, capability to control nonlinear systems, absence of accurate mathematical model, etc. In this paper, the three-phase three-level shunt active filter based on fuzzy logic current controller is proposed for the current harmonicscompensation.Thenew controller is designed to improve compensationcapabilityof APF by adjusting the current error using a fuzzy rule. The reference current signals required to compensate current harmonicsuse the synchronousreferencedetectionmethod. The performances of the proposed system for transient and steady-state conditions are analyzedwithdifferentnonlinear loads using Matlab/Simulink program and Sim Power System toolbox. 2. SHUNT ACTIVE FILTER The circuit design of the shunt active filter is shown in Fig. 1. It is controlled to cancel AC side current harmonics and make the source current in phase with the source voltage. After compensation, the source current becomes sinusoidal and in phase with the source voltage [10-11][23]. Fig -1: Three level shunt active filter 3. THREE-LEVEL (NPC) INVERTER Multilevel inverters are currently used for active filter topologies. Three-level inverters are the most popular converters employed in medium and high power
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 485 applications. It can reducesthe harmonic content generated by the active filter and can reduce the voltage or current ratings of the semiconductors [12]. Figure 2 showsthe power circuitofadiode-clamped three-level inverter based on the six main switches(T11, T21, T31, T14, T24, T34) of the traditional two-level inverter, addition of two auxiliary switches (T12, T13, T22, T23, T32, T33) and two neutral clamped diodes on each bridge arm. The diodes are having connection with reference point to get midpoint voltages. This structure permits the switches to endure larger DC voltage input on the premise that the switches will not raise the level of their withstand voltage. Any phase, for example phase-A, three kinds of voltage level can be obtained for corresponding three kinds of switching states. As a result, 27 kinds of switching output exist in three-phase three-level inverter [13-15] [20]. Fig -2: Three-level NPC inverter 4. CONTROL STRATEGY Different control algorithms are proposed for APF but a Synchronous detection method is used for harmonic detection to calculate reference current for shunt active power filter due to its simplicity [16-17]. The balancedthree phase source currents can be obtained after compensation. The equal current distribution method of this control scheme is implemented in this research work. Figure 3 shows the block diagram of SDM filter. Fig -3: SDM filter block [22] The expression of reference current for shunt active power filter in each phase (i* ca, i* cb, i* cc) i* ca = ILa – IFa i* cb = ILb – IFb i* cc = ILc – IFc Where, ILa, ILb, ILc are 3 phase currents drawn by the load and IFa, IFb, IFc are fundamental currents. After getting the reference current, it is compared with the actual current by using hysteresis current comparator to generate six switching pulses, which areused to control the IGBT either by turning ON or OFF. 5. FUZZY LOGIC CURRENT CONTROLLER Fuzzy logic scheme is like a human being’s feeling and inference process. It need not require an accurate mathematical model, can work with inaccurate inputs.Itcan handle non-linearity and more robust than other conventional type controllers [18-19]. Fig -4: Block diagram of Fuzzy Logic controller Fuzzy logic control is the evaluation of a set of simple linguistic rules to determine the control action. The fuzzy logic current controller design has two inputs, error e, change of error de and one output s. Here the error e and change of error de are the input variable for real system. Both inputs and output have five membershipfunctionssuch as NB-Negative Big, NS-Negative Small, Z-Zero, PS-Positive Small, and PB-Positive Big [21]. The membership functions used in fuzzification are shown in figure 5. Table1showsthe fuzzy rules.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 486 Fig -5: Membership functions Table -1: Fuzzy Rules Error/Change in Error NB NS Z PS PB NB NB NS NS Z PS NS NB NS NS PS PB Z NB NS Z PS PB PS NB NS PS PS PB PB NS Z PS PS PB Each phase errorsare discredited by the zero order hold blocks. The error rate is error derivative and obtained by unit delay block. The saturation block requiresupperand lower bounds on a given signal. The input signaliswithinthe range of lower and upper limit parameters, the input signal passes remains same. When the input signal is outside these bounds, the signal is clipped to the upper or lower bound. The output of the saturation blocks are the input to fuzzy logiccontrollers. The outputs of these fuzzy logic controllers are used in the production of pulse switching signals of the three-level inverter. The switching signalsaregeneratedbycomparinga two-carrier signal with the output of the fuzzy logic controllers. The Simulink model of the fuzzy logic switching signal generation is given in figure 6. Fig -6: Three-level inverter switching signal generation Figure 7 shows the block diagram of the proposed fuzzy current controller for the three-phase shunt active power filter. Fig -7: Three-level shunt active filter based on fuzzy current controller 6. SIMULATION RESULTS Figure 8 shows the waveform of AC current source before compensation. Figure 9 shows the corresponding current source harmonic spectrum. Figure 10 and 11 shows respectively the source and injected current beforeandafter APF application. The DC voltage is shown in figure 12. The waveforms of source voltage and source current after compensation are simultaneously shown in figure 13. The harmonic spectrum of the sourcecurrentaftercompensation is shown in figure 14. Fig -8: Source current without APF Fig -9: Source current spectrum without APF (THD 25.21%)
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 08 | Aug 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 487 Fig -10: Source current before and after compensation using conventional controller Fig -11: Source current spectrum with APF (THD = 3.51%) Fig -12: Source current before and after compensation using Fuzzy controller Fig -13: Source current spectrum with APF using fuzzy controller (THD 1.27%) 3. CONCLUSIONS In this paper, a three-phase shuntactivepowerfilter with neutral-point diode clamped inverter based on fuzzy logic current controller is presented. Use of filterisachieving the harmonics elimination by the nonlinear loads. Simulations with different nonlinearloads(AC/DCconverter with R,L or R,C) under various conditions are performed using the conventional PWM and fuzzy current controllers. The result shows the advantages and efficiency of the proposed fuzzy logic controller. The THD is significantly reduced from 25.21% to 3.51% by conventional PWM controller and to 1.27% for fuzzy controller with APF. For both controllers, the current source after compensation is sinusoidal and it is in phase with the input voltage. Hence, the proposed fuzzy logic current controller is efficient to control shunt active filters based on multilevel inverter topology in harmonic currentselimination and powerfactor improvement. REFERENCES [1] Vodyakho, T. Kim, S. Kwak, “Comparison of the space vector current controls for shunt active power filters”, IEEE, pp.612-617, 2008. [2] Aredes, M., Hafner, J. and Heumann, K, “Three phase four-wire shunt active filter control strategies,” IEEE Transactions on Power Electronics, 1997, 12, (2), pp. 311-318. [3] Narayan G. Apte, Vishram N. Bapat, Amruta N. Jog, “A shunt active filter for reactive power compensation and harmonic mitigation”, The 7th International Conference on Power Electronics, IEEE, pp. 672-676, 2008. [4] S. Bhattacharya, T.M. Frank, D.M. Divan, B. Banerjee, “Active filter system implementation”, IEEE, Trans. On Industry Applications, Vol. 4, Issue 5, pp. 47-63, 1998. [5] M. Routimo, M. Salo, H. Tuusa, “Comparison of voltage source and current source shunt active power filter”, IEEE, Trans. On Power Electronics, Vol.22, Issue 2, pp.636-643, 2007. [6] O. Vodyakho, T. Kim, S. Kwak, “Comparison of the space vector current controls for shunt active power filters”, IEEE, pp. 612-617, 2008. [7] O. Vodyakho, D. Hackstein, A. Steimel, T. Kim, “Novel direct current-space vector control for shunt active power filters based on three-level inverters”, IEEE, pp. 1868-1873, 2008. [8] Guiying Liu; Shiping Su; Peng Peng, “Intelligent Control and Application of All-function Active Power Filter,” IEEE, International Conference on Intelligent
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