SlideShare une entreprise Scribd logo
1  sur  12
Télécharger pour lire hors ligne
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
293
THREE-PHASE GRID-CONNECTED INVERTER USING CURRENT
REGULATOR
Tran Quang Tho, Truong Viet Anh
Faculty of Electrical & Electronic Engineering,
HCM City University of Technical Education
ABSTRACT
This paper presents an approach for a three-phase grid-connected inverter using
current regulator. The switching frequency of hystereris in the current modulation is fixed by
comparing the current error with carrier wave with the constant frequency of the multiple of
3. The LCL filter is installed at the inverter output to offer high harmonic attenuation. In
order to determine simply the parameters of PI regulators, the methods of PSO, GA and the
conventional Ziegler-Nichols are used to search the best values with high global stability. The
simulation results in Simulink/Matlab show that the PI regulators designed by PSO method
demonstrate better results than Ziegler-Nichols and even GA technique.
Keywords: gen algorithm (GA), particle swarm optimization (PSO)
I. INTRODUCTION
The demand of renewable energy sources such as solar energy is becoming more
popular for sustainability and environment with enormous potentials [1]. In order to convert
solar DC source to three-phase AC power needs to have 3-phase inverters that have been well
researched in recent years [2].
The current modulation plays an important role in power electronic systems,
especially in voltage source inverters [3]. The advantages of current regulator are very
simple, fast response, high robust and overload protection. In addition, it also keeps power
factor unity and does not depend on voltage drop of switches [15]. However, the hysteresis
PWM has unfixed switching frequency that increases loss of switches and current THD [16].
The elimination of common mode voltage in VSIs aims to reduce THD by using
compensation circuitry [4], harmonic filters [5], [6], [7] and carrier wave phase shift [8] is
very complicated. In order to meet grid-connected standard IEEE Std 929-2000 [9] with
INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING
& TECHNOLOGY (IJEET)
ISSN 0976 – 6545(Print)
ISSN 0976 – 6553(Online)
Volume 4, Issue 2, March – April (2013), pp. 293-304
© IAEME: www.iaeme.com/ijeet.asp
Journal Impact Factor (2013): 5.5028 (Calculated by GISI)
www.jifactor.com
IJEET
© I A E M E
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
294
harmonic attenuation [10], LCL filter is installed at inverter output. The simulation results
discussed show that the PI regulators designed by PSO demonstrate better results than
Ziegler-Nichols and even GA method.
II. MODEL OF GRID-CONNECTED THREE PHASE INVERTER AND CONTROL
STRATEGY
The principle diagram of grid-connected three phase system is shown in Fig 1.
Fig 1: Simplified model of the grid-connected inverter with L filter
II.1. Current regulation
The three phase AC quantities Ia, Ib and Ic in the stationary frame are transformed into
the DC components Id and Iq in the synchronously rotating frame by the phase angle Θ of
PLL. With L filter in grid-connected VSI as Fig 1, voltage equation of phase A in the
stationary frame is:
)1(ViRV
dt
di
L gaagia
a
−−=
And phases B and C are similar. When neglecting resistor Rg, equation (1) became:
)2(VV
dt
di
L gaia
a
−=
The equation (2) shows that phase current can be regulated by amplitude and phase angle
of Vi at inverter output with constant Vg as Fig 2.
Fig 2: Relationship between Vi and Ig in dq frame
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
295
Active and reactive powers in dq frame are calculated as (3) and (4).
( )
( ) )4(IVIV
2
3
Q
)3(IVIV
2
3
P
gqgdgdgq
gqgqgdgd
−=
+=
With reference P_ref and Q_ref, currents Idp and Iq can determine as:
( ) )5(
V
V
PQ
QP
VV3
2
I
I
gq
gd
ref_ref_
ref_ref_
2
gq
2
gdq
dp
















−+
=








The current Idp depends on DC source power status of solar. So:
)6(PP dcref =
For optimization of generation, only active power is to be injected in the grid and
reference Iq is zero. Pdc and Idp can be determined by MPPT technique. To obtain the closed
loop response, Id and Iq are taken from the outputs of the inner loop PI regulator, as (7).
Where Id and Iq are the reference currents. Kp and Ki are the proportional and integral gain
constants respectively. These gain constants are determined by tuning the regulators for
optimal response with methods of Ziegler-Nichols, GA and PSO.
)7(
II
II
s
K
K0
0
s
K
K
I
I
qgref_q
dgref_d
iq_i
iq_p
id_i
id_p
*
q
*
d








−
−












+
+
=








The LCL filter of the inverter output is proposed as Fig 3.
Fig 3: The proposed diagram of three phase inverter with LCL filter
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
296
II.2. DC link voltage control
The DC voltage is held at a constant value by using a PI regulator which provides the
real current reference as (8). Where V*dc is the DC voltage of MPPT.
[ ] )8(VV
s
K
KII dc
*
dc
dc_i
dc_pdpref_d −





+−=
II.3. PWM modulation
Current error: )9(III gref_gerror_ −=
Then:
( ) )10(VV
dt
Id
L iref_i
error_
−=
Current errors are compared with carrier wave of fixed frequency and amplitude. If
the current error is positive and larger than the carrier wave, the switches are activated to
apply +Vdc. On the other hand, if current error is positive and smaller than the carrier wave,
the switches are activated to apply –Vdc as Fig 4.
Fig 4: PWM modulation
II.4. Tuning parameters of PI regulator:
With LCL filter, parameters of PI regulators effect significantly on THD of inverter
output current [11].
The conventional tuning methods of PI regulator such as Ziegler-Nichols rules and
GA have been applied to tune the controller recently. Randomly searching technique such as
GA that has high efficient computational and global searching capabilities has been applied
successfully to optimize the complex problems. But the premature convergence of GA
degrades its performance and reduces its searching capabilities. The PSO algorithm is
proposed in this paper to tune PI regulator.
The Ziegler-Nichols method:
Fig 5: Single phase equivalent circuit of LCL filter
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
297
In Fig 5, when assuming no harmonic at PCC, then Vg=0. For a balanced system the
transfer function of the LCL filter for every phase is given by (11).
;RRC;RRCLLC
;RLCRLCC;LLCC:where
)11(
CsCsCsC
1sRCsLC
)s(V
)s(I
ig4igfig3
gifigf2igf1
43
2
2
3
1
gf
2
gf
i
i
+=++=
+==
+++
++
=
and Ri and Rg are resistors of inductances Li and Lg respectively.
System parameters: Vdc=650V; Ldc=3mH; Rdc=1Ω; Cdc=500µF; grid voltage =380V;
50Hz; short-circuit power=40KVA; Lg=1mH; Rg=0.1Ω; Cf=5µF; Li=2mH; Ri=0.2Ω; carrier
wave frequency fc=9KHz.
Kgh=30 and Tgh=3.888 are determined by Ziegler-Nichols method in (11).
In the GA method with flowchart in Fig 6a
Fig 6a: GA flowchart Fig 6b: PSO flowchart
In the PSO method, velocity and position are updated by equations (12) and (13) in flowchart
in Fig 6b.
)13(V.PP
)12()PP(R.)PP(R.)t(V.wV
curcurcur
curglobes2curlobes1cur
γ+=
−β+−α+=
Results of tuned parameters are shown in table 1
Method Kp_Id Ki_Id Kp_Iq Ki_Iq
Ziegler-
Nichols
13.5 4.182 13.5 4.182
GA 5.6208 200.046 3.4441 1.0156
PSO 4.3523 179.534 2.442 4.0112
Table 1: parameters of PI regulators
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
298
III. SIMULATION RESULTS AND DISCUSSION
Fig 7: Simulation model in Simulink/Matlab.
The current Id increases from 5A up to 10A at 3.803s.
III.1. Results with Ziegler-Nichols:
Fig 8a: Three-phase voltage (V)
Terminator3
PI_Idq
PI_idq
PI_Vdc
PI_Vdc
0
Iq=0
Idp
[gates]
Goto
[Vdc_ref]
From6
[Vdc]
From5
[Iabc]
From4
[Iabc]
From3
wt
From2
wt
From1
abc
wt
dq0
abc_dq0
Embedded
MATLAB Function1
dq
wt
abc
dq0_abc
Embedded
MATLAB Function
9KHz
I*_abc
Carrier
I_abc
gates
6 xung
wt
wt
650
Vsol
A
B
C
Three-Phase Source
Vabc
A
B
C
a
b
c
Three-Phase
V-I Measurement
Iabc
A
B
C
a
b
c
Three-Phase
I Measurement
a
b
c
A
B
C
Ri_Li
a
b
c
A
B
C
Rg_Lg
Gates
Vso
VDCA
B
C
Inverter
[Iabc]
I
Vdc
Goto3
[gates]
From
a
b
c
A
B
C
C
Vabc (pu)wt
3-phase PLL
3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85
x 10
5
-400
-300
-200
-100
0
100
200
300
400
3-phase voltage (V)
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
299
Fig 8b: Three-phase current (A)
Fig 8c: Active power P (w) and reactive power Q (var)
Fig 8d: THD spectrum of current
3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85
x 10
5
-10
-5
0
5
10
3-phase current (A)
0 1 2 3 4 5 6 7
x 10
5
-2000
0
2000
4000
6000
3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.7 3.71 3.72
-4
-2
0
2
4
FFT window: 5 of 288.7 cycles of selected signal
Time (s)
0 200 400 600 800 1000
0
1
2
3
4
Frequency (Hz)
Fundamental (50Hz) = 4.521 , THD= 5.20%
Mag(%ofFundamental)
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
300
III.2. RESULTS WITH GA:
Fig 9a: Three-phase voltage (V)
Fig 9b: Three-phase current (A)
Fig 9c: Active power P (w) and reactive power Q (var)
3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85
x 10
5
-400
-300
-200
-100
0
100
200
300
400
3-phase voltage (V)
3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85
x 10
5
-10
-5
0
5
10
3-phase current (A)
0 1 2 3 4 5 6 7
x 10
5
-2000
0
2000
4000
6000
P (w) & Q (var)
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
301
Fig 9d: THD spectrum of current
III.3. RESULTS WITH PSO:
Fig 10a: Three-phase voltage (V)
Fig 10b: Three-phase current (A)
3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.7
-5
0
5
FFT window: 5 of 305.3 cycles of selected signal
Time (s)
0 200 400 600 800 1000
0
0.5
1
1.5
2
2.5
Frequency (Hz)
Fundamental (50Hz) = 5.007 , THD= 3.41%
Mag(%ofFundamental)
3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85
x 10
5
-400
-300
-200
-100
0
100
200
300
400
3-phase voltage (A)
3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85
x 10
5
-10
-5
0
5
10
3-phase Current (A)
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
302
Fig 10c: Active power P (w) and reactive power Q (var)
Fig 10d: THD spectrum of current
thod % THD of output current
Ziegler-Nichols 5.20
GA 3.41
PSO 2.93
Table 2: THD of output current at PCC
IV. DISCUSSION
Parameters of PI regulators in GA and PSO methods always give Kp_Id ≠ Kp_Iq and
Ki_Id ≠ Ki_Iq.
Power responses in figures 8c, 9c and 10c demonstrate that GA and PSO methods
give results better than Ziegler-Nichols method.
The output currents harmonics in figures 8d, 9d and 10d also show that PSO method
in the table 2 gives the best result current THD is 2.93%.
0 1 2 3 4 5 6 7
x 10
5
-2000
0
2000
4000
6000
P (w) & Q (var)
3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.7 3.71 3.72
-5
0
5
FFT window: 5 of 264.4 cycles of selected signal
Time (s)
0 200 400 600 800 1000
0
0.5
1
1.5
2
Frequency (Hz)
Fundamental (50Hz) = 5.009 , THD= 2.93%
Mag(%ofFundamental)
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
303
V. CONCLUSION
This paper presents an approach for a three-phase grid-connected inverter using
current regulator with low current THD by using LCL filter at inverter output and good
response.
The PSO algorithm is proposed in this paper to tune parameters of PI regulator gives
global results better than Ziegler-Nichols and even GA method.
Control strategies proposed is a good alternative to implement an inverter system
control with reduced harmonic content injected into the grid and less computational load than
other methods.
REFERENCES
[1] Stéphan Astier, “Systèmes solaires photovoltaïques”, Seminar on 15/02/2011 at Technical
University HCM city.
[2] Amirnaser Yazdani and Prajna Paramita Dash, “A Control Methodology and
Characterization of Dynamics for a Photovoltaic (PV) System Interfaced With a Distribution
Network”, IEEE Transactions on Power Delivery, Vol. 24, No. 3, July 2009.
[3] José Rodríguez, Jorge Pontt, “Predictive Current Control of a Voltage Source Inverter”,
IEEE Transactions on Industrial Electronics, Vol. 54, No. 1, February 2007.
[4] K. H. Edelmoser, “Common Mode Problematic of Solar Inverter Systems”, Proceedings
of the 11th WSEAS International Conference on Circuits, 2007 .
[5] Eftichios Koutroulis, Frede Blaabjerg, “Methods for the Optimal Design of Grid-
Connected PV Inverters”, International Journal of Renewable Energy Research, IJRER-
vol.1,No.2,pp.54
[6] Hyosung Kim, Kyoung-Hwan Kim, “Filter design for grid connected PV inverters”,
ICSET 2008.
[7] H. R. Karshenas, and H. Saghafi, “Performance Investigation of LCL Filters in Grid
Connected Converters”, IEEE PES Transmission and Distribution Conference and
Exposition Latin America, Venezuela, 2006.
[8] M. Brenna, R. Chiumeo and C. Gandolfi, “Harmonic analysis: comparison between
different modulation strategies for three phase inverter connecting Distributed Generation”,
Politecnico di Milano-Department of Energy, Italy-2011 .
[9] “IEEE Recommended Practice for Utility Interface of Photovoltaic (PV) systems”, IEEE
Standard 929-2000, Jan. 2000.
[10] M.A.A. Younis, N. A. Rahim, and S. Mekhilef, “Harmonic Reduction In Three-Phase
Parallel Connected Inverter”, World Academy of Science, Engineering and Technology 50
2009 - 64,2011
[11] Erika Twining, Donald Grahame Holmes, “Modelling grid-connected voltage source
inverter operation”, Power Electronics Group-Department of Electrical and Computer
Systems Engineering Monash University, Clayton
[12] Byeong-Mun Song, Youngroc Kim, Hanju Cha, Hakju Lee, “Current Harmonic
Minimization of a Grid-Connected Photovoltaic 500kW Three-Phase Inverter using PR
Control”, IEEE 2011
[13] Miguel Castilla, Jaume Miret, Antonio Camacho, José Matas, and Luis García de
Vicuña, “Reduction of Current Harmonic Distortion in Three-phase Grid-connected
Photovoltaic Inverters via Resonant Current Control”, IEEE 2011
International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 –
6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME
304
[14] X.Q. Guo W.Y. Wu, “Improved current regulation of three-phase grid-connected
voltage-source inverters for distributed generation systems”, IET Renewable Power
Generation, September 2009
[15] Leonardo Augusto Serpa, “Current Control Strategies for Multilevel Grid Connected
Inverters”, Swiss Federal Institute of Technology Zurich, 2007
[16] George Alin Raducu, “Control of Grid Side Inverter in a B2B Configuration for WT
Applications”, Aalborg University, 2008
[17] Satyaranjan Jena, B.Chitti Babu, S.R.Samantaray and Mohamayee Mohapatra,
“Comparative Study between Adaptive Hysteresis and SVPWM Current Control for Grid-
connected Inverter System”,
[18] R. Arivoli Dr. I. A. Chidambaram “Multi-Objective Particle Swarm Optimization
Based Load-Frequency Control Of A Two-Area Power System With Smes Inter Connected
Using Ac-Dc Tie-Lines” International Journal of Electrical Engineering & Technology
(IJEET), Volume 3, Issue 1, 2012, pp. 1- 20, ISSN Print : 0976-6545, ISSN Online: 0976-
6553.
[19] Mr. Laith O. Maheemed, Prof. D.S. Bankar, “Harmonic Mitigation For Non-Linear
Loads Using Three-Phase Four Wire Upqc Control Strategy” International Journal of
Electrical Engineering & Technology (IJEET), Volume 3, Issue 1, 2012, pp. 247- 260, ISSN
Print : 0976-6545, ISSN Online: 0976-6553.
[20] Pradeep B Jyoti, J.Amarnath and D.Subbarayudu “The Scheme of Three-Level Inverters
Based On Svpwm Overmodulation Technique for Vector Controlled Induction Motor Drives”
International Journal of Electrical Engineering & Technology (IJEET), Volume 4, Issue 2,
2013, and pp. 245- 260, ISSN Print: 0976-6545, ISSN Online: 0976-6553.

Contenu connexe

Tendances

Voltage stability Analysis using GridCal
Voltage stability Analysis using GridCalVoltage stability Analysis using GridCal
Voltage stability Analysis using GridCalAnmol Dwivedi
 
Effcacious pitch angle control of variable-speed wind turbine using fuzzy bas...
Effcacious pitch angle control of variable-speed wind turbine using fuzzy bas...Effcacious pitch angle control of variable-speed wind turbine using fuzzy bas...
Effcacious pitch angle control of variable-speed wind turbine using fuzzy bas...Kashif Mehmood
 
12 article azojete vol 8 125 131
12 article azojete vol 8 125 13112 article azojete vol 8 125 131
12 article azojete vol 8 125 131Oyeniyi Samuel
 
Alienor method applied to induction machine parameters identification
Alienor method applied to induction machine parameters identification Alienor method applied to induction machine parameters identification
Alienor method applied to induction machine parameters identification IJECEIAES
 
Optimal fuzzy-PID controller with derivative filter for load frequency contro...
Optimal fuzzy-PID controller with derivative filter for load frequency contro...Optimal fuzzy-PID controller with derivative filter for load frequency contro...
Optimal fuzzy-PID controller with derivative filter for load frequency contro...IJECEIAES
 
Wind power forecasting: A Case Study in Terrain using Artificial Intelligence
Wind power forecasting: A Case Study in Terrain using Artificial IntelligenceWind power forecasting: A Case Study in Terrain using Artificial Intelligence
Wind power forecasting: A Case Study in Terrain using Artificial IntelligenceIRJET Journal
 
A vertical wind turbine monitoring system using commercial online digital das...
A vertical wind turbine monitoring system using commercial online digital das...A vertical wind turbine monitoring system using commercial online digital das...
A vertical wind turbine monitoring system using commercial online digital das...IJECEIAES
 
Enhancement of Power System Performance by Optimal Placement of Distributed G...
Enhancement of Power System Performance by Optimal Placement of Distributed G...Enhancement of Power System Performance by Optimal Placement of Distributed G...
Enhancement of Power System Performance by Optimal Placement of Distributed G...IRJET Journal
 
Simulation DC Motor Speed Control System by using PID Controller
Simulation DC Motor Speed Control System by using PID ControllerSimulation DC Motor Speed Control System by using PID Controller
Simulation DC Motor Speed Control System by using PID Controllerijtsrd
 
Inclusion of environmental constraints into siting and sizing
Inclusion of environmental constraints into siting and sizingInclusion of environmental constraints into siting and sizing
Inclusion of environmental constraints into siting and sizingIAEME Publication
 
IRJET- Smart Wiper System for Skyscrapers
IRJET- Smart Wiper System for SkyscrapersIRJET- Smart Wiper System for Skyscrapers
IRJET- Smart Wiper System for SkyscrapersIRJET Journal
 
Real time filter and fusion of multi sensor data for localization of mobile r...
Real time filter and fusion of multi sensor data for localization of mobile r...Real time filter and fusion of multi sensor data for localization of mobile r...
Real time filter and fusion of multi sensor data for localization of mobile r...IAEME Publication
 
Speed Control of DC Motor Using PSO tuned PID Controller
Speed Control of DC Motor Using PSO tuned PID ControllerSpeed Control of DC Motor Using PSO tuned PID Controller
Speed Control of DC Motor Using PSO tuned PID ControllerAjesh Benny
 
Speed control of dc motor using relay feedback tuned pi
Speed control of dc motor using relay feedback tuned piSpeed control of dc motor using relay feedback tuned pi
Speed control of dc motor using relay feedback tuned piAlexander Decker
 
Hardware co simulation of bpsk and qpsk
Hardware co simulation of bpsk and qpskHardware co simulation of bpsk and qpsk
Hardware co simulation of bpsk and qpskIAEME Publication
 
Hybrid fuzzy-PID like optimal control to reduce energy consumption
Hybrid fuzzy-PID like optimal control to reduce energy consumptionHybrid fuzzy-PID like optimal control to reduce energy consumption
Hybrid fuzzy-PID like optimal control to reduce energy consumptionTELKOMNIKA JOURNAL
 
PID Controller based DC Motor Speed Control
PID Controller based DC Motor Speed ControlPID Controller based DC Motor Speed Control
PID Controller based DC Motor Speed Controlrahulmonikasharma
 

Tendances (20)

Voltage stability Analysis using GridCal
Voltage stability Analysis using GridCalVoltage stability Analysis using GridCal
Voltage stability Analysis using GridCal
 
Effcacious pitch angle control of variable-speed wind turbine using fuzzy bas...
Effcacious pitch angle control of variable-speed wind turbine using fuzzy bas...Effcacious pitch angle control of variable-speed wind turbine using fuzzy bas...
Effcacious pitch angle control of variable-speed wind turbine using fuzzy bas...
 
12 article azojete vol 8 125 131
12 article azojete vol 8 125 13112 article azojete vol 8 125 131
12 article azojete vol 8 125 131
 
Alienor method applied to induction machine parameters identification
Alienor method applied to induction machine parameters identification Alienor method applied to induction machine parameters identification
Alienor method applied to induction machine parameters identification
 
Ib3414801485
Ib3414801485Ib3414801485
Ib3414801485
 
Optimal fuzzy-PID controller with derivative filter for load frequency contro...
Optimal fuzzy-PID controller with derivative filter for load frequency contro...Optimal fuzzy-PID controller with derivative filter for load frequency contro...
Optimal fuzzy-PID controller with derivative filter for load frequency contro...
 
Wind power forecasting: A Case Study in Terrain using Artificial Intelligence
Wind power forecasting: A Case Study in Terrain using Artificial IntelligenceWind power forecasting: A Case Study in Terrain using Artificial Intelligence
Wind power forecasting: A Case Study in Terrain using Artificial Intelligence
 
A vertical wind turbine monitoring system using commercial online digital das...
A vertical wind turbine monitoring system using commercial online digital das...A vertical wind turbine monitoring system using commercial online digital das...
A vertical wind turbine monitoring system using commercial online digital das...
 
Enhancement of Power System Performance by Optimal Placement of Distributed G...
Enhancement of Power System Performance by Optimal Placement of Distributed G...Enhancement of Power System Performance by Optimal Placement of Distributed G...
Enhancement of Power System Performance by Optimal Placement of Distributed G...
 
Simulation DC Motor Speed Control System by using PID Controller
Simulation DC Motor Speed Control System by using PID ControllerSimulation DC Motor Speed Control System by using PID Controller
Simulation DC Motor Speed Control System by using PID Controller
 
Inclusion of environmental constraints into siting and sizing
Inclusion of environmental constraints into siting and sizingInclusion of environmental constraints into siting and sizing
Inclusion of environmental constraints into siting and sizing
 
P1131213152
P1131213152P1131213152
P1131213152
 
Very-Short Term Wind Power Forecasting through Wavelet Based ANFIS
Very-Short Term Wind Power Forecasting through Wavelet Based ANFISVery-Short Term Wind Power Forecasting through Wavelet Based ANFIS
Very-Short Term Wind Power Forecasting through Wavelet Based ANFIS
 
IRJET- Smart Wiper System for Skyscrapers
IRJET- Smart Wiper System for SkyscrapersIRJET- Smart Wiper System for Skyscrapers
IRJET- Smart Wiper System for Skyscrapers
 
Real time filter and fusion of multi sensor data for localization of mobile r...
Real time filter and fusion of multi sensor data for localization of mobile r...Real time filter and fusion of multi sensor data for localization of mobile r...
Real time filter and fusion of multi sensor data for localization of mobile r...
 
Speed Control of DC Motor Using PSO tuned PID Controller
Speed Control of DC Motor Using PSO tuned PID ControllerSpeed Control of DC Motor Using PSO tuned PID Controller
Speed Control of DC Motor Using PSO tuned PID Controller
 
Speed control of dc motor using relay feedback tuned pi
Speed control of dc motor using relay feedback tuned piSpeed control of dc motor using relay feedback tuned pi
Speed control of dc motor using relay feedback tuned pi
 
Hardware co simulation of bpsk and qpsk
Hardware co simulation of bpsk and qpskHardware co simulation of bpsk and qpsk
Hardware co simulation of bpsk and qpsk
 
Hybrid fuzzy-PID like optimal control to reduce energy consumption
Hybrid fuzzy-PID like optimal control to reduce energy consumptionHybrid fuzzy-PID like optimal control to reduce energy consumption
Hybrid fuzzy-PID like optimal control to reduce energy consumption
 
PID Controller based DC Motor Speed Control
PID Controller based DC Motor Speed ControlPID Controller based DC Motor Speed Control
PID Controller based DC Motor Speed Control
 

Similaire à Three phase grid connected inverter using current

Pid parameters optimization using adaptive pso algorithm for a dcsm positi
Pid parameters optimization using adaptive pso algorithm for a dcsm positiPid parameters optimization using adaptive pso algorithm for a dcsm positi
Pid parameters optimization using adaptive pso algorithm for a dcsm positiIAEME Publication
 
Optimal tuning of pid power system stabilizer in simulink environment
Optimal tuning of pid power system stabilizer in simulink environmentOptimal tuning of pid power system stabilizer in simulink environment
Optimal tuning of pid power system stabilizer in simulink environmentIAEME Publication
 
Gaining improved performances of agc in a multi area power system
Gaining improved performances of agc in a multi area power systemGaining improved performances of agc in a multi area power system
Gaining improved performances of agc in a multi area power systemIAEME Publication
 
A Fuzzy Logic Control Strategy for Doubly Fed Induction Generator for Improve...
A Fuzzy Logic Control Strategy for Doubly Fed Induction Generator for Improve...A Fuzzy Logic Control Strategy for Doubly Fed Induction Generator for Improve...
A Fuzzy Logic Control Strategy for Doubly Fed Induction Generator for Improve...IAES-IJPEDS
 
IRJET- Analysis of 3-Phase Induction Motor with High Step-Up PWM DC-DC Conver...
IRJET- Analysis of 3-Phase Induction Motor with High Step-Up PWM DC-DC Conver...IRJET- Analysis of 3-Phase Induction Motor with High Step-Up PWM DC-DC Conver...
IRJET- Analysis of 3-Phase Induction Motor with High Step-Up PWM DC-DC Conver...IRJET Journal
 
IRJET- Design and Analysis of Fuzzy and GA-PID Controllers for Optimized Perf...
IRJET- Design and Analysis of Fuzzy and GA-PID Controllers for Optimized Perf...IRJET- Design and Analysis of Fuzzy and GA-PID Controllers for Optimized Perf...
IRJET- Design and Analysis of Fuzzy and GA-PID Controllers for Optimized Perf...IRJET Journal
 
Industrial Power Control by Integral Cycle Switching without Generating Harmo...
Industrial Power Control by Integral Cycle Switching without Generating Harmo...Industrial Power Control by Integral Cycle Switching without Generating Harmo...
Industrial Power Control by Integral Cycle Switching without Generating Harmo...IRJET Journal
 
Position control of a single arm manipulator using ga pid controller
Position control of a single arm manipulator using ga pid controllerPosition control of a single arm manipulator using ga pid controller
Position control of a single arm manipulator using ga pid controllerIAEME Publication
 
Modelling of fuzzy logic controller for variablestep
Modelling of fuzzy logic controller for variablestepModelling of fuzzy logic controller for variablestep
Modelling of fuzzy logic controller for variablestepeSAT Publishing House
 
A new SOGI-PLL method based on fuzzy logic for grid connected PV inverter
A new SOGI-PLL method based on fuzzy logic for grid connected PV inverterA new SOGI-PLL method based on fuzzy logic for grid connected PV inverter
A new SOGI-PLL method based on fuzzy logic for grid connected PV inverterIJECEIAES
 
A power gating scheme for improvred
A power gating scheme for improvredA power gating scheme for improvred
A power gating scheme for improvredIAEME Publication
 
A new control methods for offshore grid connected wind energy conversion syst...
A new control methods for offshore grid connected wind energy conversion syst...A new control methods for offshore grid connected wind energy conversion syst...
A new control methods for offshore grid connected wind energy conversion syst...IAEME Publication
 
Implementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldcImplementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldcIAEME Publication
 
Implementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldcImplementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldcIAEME Publication
 
Implementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldcImplementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldcIAEME Publication
 
Hopfield neural network based selective harmonic elimination for h bridge
Hopfield neural network based selective harmonic elimination for h bridgeHopfield neural network based selective harmonic elimination for h bridge
Hopfield neural network based selective harmonic elimination for h bridgeIAEME Publication
 
Regenerative loading system 2
Regenerative loading system 2Regenerative loading system 2
Regenerative loading system 2IAEME Publication
 

Similaire à Three phase grid connected inverter using current (20)

Pid parameters optimization using adaptive pso algorithm for a dcsm positi
Pid parameters optimization using adaptive pso algorithm for a dcsm positiPid parameters optimization using adaptive pso algorithm for a dcsm positi
Pid parameters optimization using adaptive pso algorithm for a dcsm positi
 
Optimal tuning of pid power system stabilizer in simulink environment
Optimal tuning of pid power system stabilizer in simulink environmentOptimal tuning of pid power system stabilizer in simulink environment
Optimal tuning of pid power system stabilizer in simulink environment
 
Gaining improved performances of agc in a multi area power system
Gaining improved performances of agc in a multi area power systemGaining improved performances of agc in a multi area power system
Gaining improved performances of agc in a multi area power system
 
40120130406003
4012013040600340120130406003
40120130406003
 
A Fuzzy Logic Control Strategy for Doubly Fed Induction Generator for Improve...
A Fuzzy Logic Control Strategy for Doubly Fed Induction Generator for Improve...A Fuzzy Logic Control Strategy for Doubly Fed Induction Generator for Improve...
A Fuzzy Logic Control Strategy for Doubly Fed Induction Generator for Improve...
 
IRJET- Analysis of 3-Phase Induction Motor with High Step-Up PWM DC-DC Conver...
IRJET- Analysis of 3-Phase Induction Motor with High Step-Up PWM DC-DC Conver...IRJET- Analysis of 3-Phase Induction Motor with High Step-Up PWM DC-DC Conver...
IRJET- Analysis of 3-Phase Induction Motor with High Step-Up PWM DC-DC Conver...
 
IRJET- Design and Analysis of Fuzzy and GA-PID Controllers for Optimized Perf...
IRJET- Design and Analysis of Fuzzy and GA-PID Controllers for Optimized Perf...IRJET- Design and Analysis of Fuzzy and GA-PID Controllers for Optimized Perf...
IRJET- Design and Analysis of Fuzzy and GA-PID Controllers for Optimized Perf...
 
Industrial Power Control by Integral Cycle Switching without Generating Harmo...
Industrial Power Control by Integral Cycle Switching without Generating Harmo...Industrial Power Control by Integral Cycle Switching without Generating Harmo...
Industrial Power Control by Integral Cycle Switching without Generating Harmo...
 
Position control of a single arm manipulator using ga pid controller
Position control of a single arm manipulator using ga pid controllerPosition control of a single arm manipulator using ga pid controller
Position control of a single arm manipulator using ga pid controller
 
40220140506004
4022014050600440220140506004
40220140506004
 
Modelling of fuzzy logic controller for variablestep
Modelling of fuzzy logic controller for variablestepModelling of fuzzy logic controller for variablestep
Modelling of fuzzy logic controller for variablestep
 
A new SOGI-PLL method based on fuzzy logic for grid connected PV inverter
A new SOGI-PLL method based on fuzzy logic for grid connected PV inverterA new SOGI-PLL method based on fuzzy logic for grid connected PV inverter
A new SOGI-PLL method based on fuzzy logic for grid connected PV inverter
 
40220140504003
4022014050400340220140504003
40220140504003
 
A power gating scheme for improvred
A power gating scheme for improvredA power gating scheme for improvred
A power gating scheme for improvred
 
A new control methods for offshore grid connected wind energy conversion syst...
A new control methods for offshore grid connected wind energy conversion syst...A new control methods for offshore grid connected wind energy conversion syst...
A new control methods for offshore grid connected wind energy conversion syst...
 
Implementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldcImplementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldc
 
Implementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldcImplementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldc
 
Implementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldcImplementation of fuzzy logic using mems accelerometer for controlling bldc
Implementation of fuzzy logic using mems accelerometer for controlling bldc
 
Hopfield neural network based selective harmonic elimination for h bridge
Hopfield neural network based selective harmonic elimination for h bridgeHopfield neural network based selective harmonic elimination for h bridge
Hopfield neural network based selective harmonic elimination for h bridge
 
Regenerative loading system 2
Regenerative loading system 2Regenerative loading system 2
Regenerative loading system 2
 

Plus de IAEME Publication

IAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME Publication
 
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...IAEME Publication
 
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSA STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSIAEME Publication
 
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSBROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSIAEME Publication
 
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSDETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSIAEME Publication
 
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSIAEME Publication
 
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOVOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOIAEME Publication
 
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IAEME Publication
 
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYVISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYIAEME Publication
 
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...IAEME Publication
 
GANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEGANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEIAEME Publication
 
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...IAEME Publication
 
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...IAEME Publication
 
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...IAEME Publication
 
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...IAEME Publication
 
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...IAEME Publication
 
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...IAEME Publication
 
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...IAEME Publication
 
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...IAEME Publication
 
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTA MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTIAEME Publication
 

Plus de IAEME Publication (20)

IAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdfIAEME_Publication_Call_for_Paper_September_2022.pdf
IAEME_Publication_Call_for_Paper_September_2022.pdf
 
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
MODELING AND ANALYSIS OF SURFACE ROUGHNESS AND WHITE LATER THICKNESS IN WIRE-...
 
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURSA STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
A STUDY ON THE REASONS FOR TRANSGENDER TO BECOME ENTREPRENEURS
 
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURSBROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
BROAD UNEXPOSED SKILLS OF TRANSGENDER ENTREPRENEURS
 
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONSDETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
DETERMINANTS AFFECTING THE USER'S INTENTION TO USE MOBILE BANKING APPLICATIONS
 
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONSANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
ANALYSE THE USER PREDILECTION ON GPAY AND PHONEPE FOR DIGITAL TRANSACTIONS
 
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINOVOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
VOICE BASED ATM FOR VISUALLY IMPAIRED USING ARDUINO
 
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
IMPACT OF EMOTIONAL INTELLIGENCE ON HUMAN RESOURCE MANAGEMENT PRACTICES AMONG...
 
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMYVISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
VISUALISING AGING PARENTS & THEIR CLOSE CARERS LIFE JOURNEY IN AGING ECONOMY
 
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
A STUDY ON THE IMPACT OF ORGANIZATIONAL CULTURE ON THE EFFECTIVENESS OF PERFO...
 
GANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICEGANDHI ON NON-VIOLENT POLICE
GANDHI ON NON-VIOLENT POLICE
 
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
A STUDY ON TALENT MANAGEMENT AND ITS IMPACT ON EMPLOYEE RETENTION IN SELECTED...
 
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
ATTRITION IN THE IT INDUSTRY DURING COVID-19 PANDEMIC: LINKING EMOTIONAL INTE...
 
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
INFLUENCE OF TALENT MANAGEMENT PRACTICES ON ORGANIZATIONAL PERFORMANCE A STUD...
 
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
A STUDY OF VARIOUS TYPES OF LOANS OF SELECTED PUBLIC AND PRIVATE SECTOR BANKS...
 
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
EXPERIMENTAL STUDY OF MECHANICAL AND TRIBOLOGICAL RELATION OF NYLON/BaSO4 POL...
 
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
ROLE OF SOCIAL ENTREPRENEURSHIP IN RURAL DEVELOPMENT OF INDIA - PROBLEMS AND ...
 
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
OPTIMAL RECONFIGURATION OF POWER DISTRIBUTION RADIAL NETWORK USING HYBRID MET...
 
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
APPLICATION OF FRUGAL APPROACH FOR PRODUCTIVITY IMPROVEMENT - A CASE STUDY OF...
 
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENTA MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
A MULTIPLE – CHANNEL QUEUING MODELS ON FUZZY ENVIRONMENT
 

Dernier

DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxBkGupta21
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
Sample pptx for embedding into website for demo
Sample pptx for embedding into website for demoSample pptx for embedding into website for demo
Sample pptx for embedding into website for demoHarshalMandlekar2
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 

Dernier (20)

DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptx
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
Sample pptx for embedding into website for demo
Sample pptx for embedding into website for demoSample pptx for embedding into website for demo
Sample pptx for embedding into website for demo
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 

Three phase grid connected inverter using current

  • 1. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 293 THREE-PHASE GRID-CONNECTED INVERTER USING CURRENT REGULATOR Tran Quang Tho, Truong Viet Anh Faculty of Electrical & Electronic Engineering, HCM City University of Technical Education ABSTRACT This paper presents an approach for a three-phase grid-connected inverter using current regulator. The switching frequency of hystereris in the current modulation is fixed by comparing the current error with carrier wave with the constant frequency of the multiple of 3. The LCL filter is installed at the inverter output to offer high harmonic attenuation. In order to determine simply the parameters of PI regulators, the methods of PSO, GA and the conventional Ziegler-Nichols are used to search the best values with high global stability. The simulation results in Simulink/Matlab show that the PI regulators designed by PSO method demonstrate better results than Ziegler-Nichols and even GA technique. Keywords: gen algorithm (GA), particle swarm optimization (PSO) I. INTRODUCTION The demand of renewable energy sources such as solar energy is becoming more popular for sustainability and environment with enormous potentials [1]. In order to convert solar DC source to three-phase AC power needs to have 3-phase inverters that have been well researched in recent years [2]. The current modulation plays an important role in power electronic systems, especially in voltage source inverters [3]. The advantages of current regulator are very simple, fast response, high robust and overload protection. In addition, it also keeps power factor unity and does not depend on voltage drop of switches [15]. However, the hysteresis PWM has unfixed switching frequency that increases loss of switches and current THD [16]. The elimination of common mode voltage in VSIs aims to reduce THD by using compensation circuitry [4], harmonic filters [5], [6], [7] and carrier wave phase shift [8] is very complicated. In order to meet grid-connected standard IEEE Std 929-2000 [9] with INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY (IJEET) ISSN 0976 – 6545(Print) ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), pp. 293-304 © IAEME: www.iaeme.com/ijeet.asp Journal Impact Factor (2013): 5.5028 (Calculated by GISI) www.jifactor.com IJEET © I A E M E
  • 2. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 294 harmonic attenuation [10], LCL filter is installed at inverter output. The simulation results discussed show that the PI regulators designed by PSO demonstrate better results than Ziegler-Nichols and even GA method. II. MODEL OF GRID-CONNECTED THREE PHASE INVERTER AND CONTROL STRATEGY The principle diagram of grid-connected three phase system is shown in Fig 1. Fig 1: Simplified model of the grid-connected inverter with L filter II.1. Current regulation The three phase AC quantities Ia, Ib and Ic in the stationary frame are transformed into the DC components Id and Iq in the synchronously rotating frame by the phase angle Θ of PLL. With L filter in grid-connected VSI as Fig 1, voltage equation of phase A in the stationary frame is: )1(ViRV dt di L gaagia a −−= And phases B and C are similar. When neglecting resistor Rg, equation (1) became: )2(VV dt di L gaia a −= The equation (2) shows that phase current can be regulated by amplitude and phase angle of Vi at inverter output with constant Vg as Fig 2. Fig 2: Relationship between Vi and Ig in dq frame
  • 3. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 295 Active and reactive powers in dq frame are calculated as (3) and (4). ( ) ( ) )4(IVIV 2 3 Q )3(IVIV 2 3 P gqgdgdgq gqgqgdgd −= += With reference P_ref and Q_ref, currents Idp and Iq can determine as: ( ) )5( V V PQ QP VV3 2 I I gq gd ref_ref_ ref_ref_ 2 gq 2 gdq dp                 −+ =         The current Idp depends on DC source power status of solar. So: )6(PP dcref = For optimization of generation, only active power is to be injected in the grid and reference Iq is zero. Pdc and Idp can be determined by MPPT technique. To obtain the closed loop response, Id and Iq are taken from the outputs of the inner loop PI regulator, as (7). Where Id and Iq are the reference currents. Kp and Ki are the proportional and integral gain constants respectively. These gain constants are determined by tuning the regulators for optimal response with methods of Ziegler-Nichols, GA and PSO. )7( II II s K K0 0 s K K I I qgref_q dgref_d iq_i iq_p id_i id_p * q * d         − −             + + =         The LCL filter of the inverter output is proposed as Fig 3. Fig 3: The proposed diagram of three phase inverter with LCL filter
  • 4. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 296 II.2. DC link voltage control The DC voltage is held at a constant value by using a PI regulator which provides the real current reference as (8). Where V*dc is the DC voltage of MPPT. [ ] )8(VV s K KII dc * dc dc_i dc_pdpref_d −      +−= II.3. PWM modulation Current error: )9(III gref_gerror_ −= Then: ( ) )10(VV dt Id L iref_i error_ −= Current errors are compared with carrier wave of fixed frequency and amplitude. If the current error is positive and larger than the carrier wave, the switches are activated to apply +Vdc. On the other hand, if current error is positive and smaller than the carrier wave, the switches are activated to apply –Vdc as Fig 4. Fig 4: PWM modulation II.4. Tuning parameters of PI regulator: With LCL filter, parameters of PI regulators effect significantly on THD of inverter output current [11]. The conventional tuning methods of PI regulator such as Ziegler-Nichols rules and GA have been applied to tune the controller recently. Randomly searching technique such as GA that has high efficient computational and global searching capabilities has been applied successfully to optimize the complex problems. But the premature convergence of GA degrades its performance and reduces its searching capabilities. The PSO algorithm is proposed in this paper to tune PI regulator. The Ziegler-Nichols method: Fig 5: Single phase equivalent circuit of LCL filter
  • 5. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 297 In Fig 5, when assuming no harmonic at PCC, then Vg=0. For a balanced system the transfer function of the LCL filter for every phase is given by (11). ;RRC;RRCLLC ;RLCRLCC;LLCC:where )11( CsCsCsC 1sRCsLC )s(V )s(I ig4igfig3 gifigf2igf1 43 2 2 3 1 gf 2 gf i i +=++= +== +++ ++ = and Ri and Rg are resistors of inductances Li and Lg respectively. System parameters: Vdc=650V; Ldc=3mH; Rdc=1Ω; Cdc=500µF; grid voltage =380V; 50Hz; short-circuit power=40KVA; Lg=1mH; Rg=0.1Ω; Cf=5µF; Li=2mH; Ri=0.2Ω; carrier wave frequency fc=9KHz. Kgh=30 and Tgh=3.888 are determined by Ziegler-Nichols method in (11). In the GA method with flowchart in Fig 6a Fig 6a: GA flowchart Fig 6b: PSO flowchart In the PSO method, velocity and position are updated by equations (12) and (13) in flowchart in Fig 6b. )13(V.PP )12()PP(R.)PP(R.)t(V.wV curcurcur curglobes2curlobes1cur γ+= −β+−α+= Results of tuned parameters are shown in table 1 Method Kp_Id Ki_Id Kp_Iq Ki_Iq Ziegler- Nichols 13.5 4.182 13.5 4.182 GA 5.6208 200.046 3.4441 1.0156 PSO 4.3523 179.534 2.442 4.0112 Table 1: parameters of PI regulators
  • 6. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 298 III. SIMULATION RESULTS AND DISCUSSION Fig 7: Simulation model in Simulink/Matlab. The current Id increases from 5A up to 10A at 3.803s. III.1. Results with Ziegler-Nichols: Fig 8a: Three-phase voltage (V) Terminator3 PI_Idq PI_idq PI_Vdc PI_Vdc 0 Iq=0 Idp [gates] Goto [Vdc_ref] From6 [Vdc] From5 [Iabc] From4 [Iabc] From3 wt From2 wt From1 abc wt dq0 abc_dq0 Embedded MATLAB Function1 dq wt abc dq0_abc Embedded MATLAB Function 9KHz I*_abc Carrier I_abc gates 6 xung wt wt 650 Vsol A B C Three-Phase Source Vabc A B C a b c Three-Phase V-I Measurement Iabc A B C a b c Three-Phase I Measurement a b c A B C Ri_Li a b c A B C Rg_Lg Gates Vso VDCA B C Inverter [Iabc] I Vdc Goto3 [gates] From a b c A B C C Vabc (pu)wt 3-phase PLL 3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85 x 10 5 -400 -300 -200 -100 0 100 200 300 400 3-phase voltage (V)
  • 7. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 299 Fig 8b: Three-phase current (A) Fig 8c: Active power P (w) and reactive power Q (var) Fig 8d: THD spectrum of current 3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85 x 10 5 -10 -5 0 5 10 3-phase current (A) 0 1 2 3 4 5 6 7 x 10 5 -2000 0 2000 4000 6000 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.7 3.71 3.72 -4 -2 0 2 4 FFT window: 5 of 288.7 cycles of selected signal Time (s) 0 200 400 600 800 1000 0 1 2 3 4 Frequency (Hz) Fundamental (50Hz) = 4.521 , THD= 5.20% Mag(%ofFundamental)
  • 8. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 300 III.2. RESULTS WITH GA: Fig 9a: Three-phase voltage (V) Fig 9b: Three-phase current (A) Fig 9c: Active power P (w) and reactive power Q (var) 3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85 x 10 5 -400 -300 -200 -100 0 100 200 300 400 3-phase voltage (V) 3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85 x 10 5 -10 -5 0 5 10 3-phase current (A) 0 1 2 3 4 5 6 7 x 10 5 -2000 0 2000 4000 6000 P (w) & Q (var)
  • 9. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 301 Fig 9d: THD spectrum of current III.3. RESULTS WITH PSO: Fig 10a: Three-phase voltage (V) Fig 10b: Three-phase current (A) 3.61 3.62 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.7 -5 0 5 FFT window: 5 of 305.3 cycles of selected signal Time (s) 0 200 400 600 800 1000 0 0.5 1 1.5 2 2.5 Frequency (Hz) Fundamental (50Hz) = 5.007 , THD= 3.41% Mag(%ofFundamental) 3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85 x 10 5 -400 -300 -200 -100 0 100 200 300 400 3-phase voltage (A) 3.75 3.76 3.77 3.78 3.79 3.8 3.81 3.82 3.83 3.84 3.85 x 10 5 -10 -5 0 5 10 3-phase Current (A)
  • 10. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 302 Fig 10c: Active power P (w) and reactive power Q (var) Fig 10d: THD spectrum of current thod % THD of output current Ziegler-Nichols 5.20 GA 3.41 PSO 2.93 Table 2: THD of output current at PCC IV. DISCUSSION Parameters of PI regulators in GA and PSO methods always give Kp_Id ≠ Kp_Iq and Ki_Id ≠ Ki_Iq. Power responses in figures 8c, 9c and 10c demonstrate that GA and PSO methods give results better than Ziegler-Nichols method. The output currents harmonics in figures 8d, 9d and 10d also show that PSO method in the table 2 gives the best result current THD is 2.93%. 0 1 2 3 4 5 6 7 x 10 5 -2000 0 2000 4000 6000 P (w) & Q (var) 3.63 3.64 3.65 3.66 3.67 3.68 3.69 3.7 3.71 3.72 -5 0 5 FFT window: 5 of 264.4 cycles of selected signal Time (s) 0 200 400 600 800 1000 0 0.5 1 1.5 2 Frequency (Hz) Fundamental (50Hz) = 5.009 , THD= 2.93% Mag(%ofFundamental)
  • 11. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 303 V. CONCLUSION This paper presents an approach for a three-phase grid-connected inverter using current regulator with low current THD by using LCL filter at inverter output and good response. The PSO algorithm is proposed in this paper to tune parameters of PI regulator gives global results better than Ziegler-Nichols and even GA method. Control strategies proposed is a good alternative to implement an inverter system control with reduced harmonic content injected into the grid and less computational load than other methods. REFERENCES [1] Stéphan Astier, “Systèmes solaires photovoltaïques”, Seminar on 15/02/2011 at Technical University HCM city. [2] Amirnaser Yazdani and Prajna Paramita Dash, “A Control Methodology and Characterization of Dynamics for a Photovoltaic (PV) System Interfaced With a Distribution Network”, IEEE Transactions on Power Delivery, Vol. 24, No. 3, July 2009. [3] José Rodríguez, Jorge Pontt, “Predictive Current Control of a Voltage Source Inverter”, IEEE Transactions on Industrial Electronics, Vol. 54, No. 1, February 2007. [4] K. H. Edelmoser, “Common Mode Problematic of Solar Inverter Systems”, Proceedings of the 11th WSEAS International Conference on Circuits, 2007 . [5] Eftichios Koutroulis, Frede Blaabjerg, “Methods for the Optimal Design of Grid- Connected PV Inverters”, International Journal of Renewable Energy Research, IJRER- vol.1,No.2,pp.54 [6] Hyosung Kim, Kyoung-Hwan Kim, “Filter design for grid connected PV inverters”, ICSET 2008. [7] H. R. Karshenas, and H. Saghafi, “Performance Investigation of LCL Filters in Grid Connected Converters”, IEEE PES Transmission and Distribution Conference and Exposition Latin America, Venezuela, 2006. [8] M. Brenna, R. Chiumeo and C. Gandolfi, “Harmonic analysis: comparison between different modulation strategies for three phase inverter connecting Distributed Generation”, Politecnico di Milano-Department of Energy, Italy-2011 . [9] “IEEE Recommended Practice for Utility Interface of Photovoltaic (PV) systems”, IEEE Standard 929-2000, Jan. 2000. [10] M.A.A. Younis, N. A. Rahim, and S. Mekhilef, “Harmonic Reduction In Three-Phase Parallel Connected Inverter”, World Academy of Science, Engineering and Technology 50 2009 - 64,2011 [11] Erika Twining, Donald Grahame Holmes, “Modelling grid-connected voltage source inverter operation”, Power Electronics Group-Department of Electrical and Computer Systems Engineering Monash University, Clayton [12] Byeong-Mun Song, Youngroc Kim, Hanju Cha, Hakju Lee, “Current Harmonic Minimization of a Grid-Connected Photovoltaic 500kW Three-Phase Inverter using PR Control”, IEEE 2011 [13] Miguel Castilla, Jaume Miret, Antonio Camacho, José Matas, and Luis García de Vicuña, “Reduction of Current Harmonic Distortion in Three-phase Grid-connected Photovoltaic Inverters via Resonant Current Control”, IEEE 2011
  • 12. International Journal of Electrical Engineering and Technology (IJEET), ISSN 0976 – 6545(Print), ISSN 0976 – 6553(Online) Volume 4, Issue 2, March – April (2013), © IAEME 304 [14] X.Q. Guo W.Y. Wu, “Improved current regulation of three-phase grid-connected voltage-source inverters for distributed generation systems”, IET Renewable Power Generation, September 2009 [15] Leonardo Augusto Serpa, “Current Control Strategies for Multilevel Grid Connected Inverters”, Swiss Federal Institute of Technology Zurich, 2007 [16] George Alin Raducu, “Control of Grid Side Inverter in a B2B Configuration for WT Applications”, Aalborg University, 2008 [17] Satyaranjan Jena, B.Chitti Babu, S.R.Samantaray and Mohamayee Mohapatra, “Comparative Study between Adaptive Hysteresis and SVPWM Current Control for Grid- connected Inverter System”, [18] R. Arivoli Dr. I. A. Chidambaram “Multi-Objective Particle Swarm Optimization Based Load-Frequency Control Of A Two-Area Power System With Smes Inter Connected Using Ac-Dc Tie-Lines” International Journal of Electrical Engineering & Technology (IJEET), Volume 3, Issue 1, 2012, pp. 1- 20, ISSN Print : 0976-6545, ISSN Online: 0976- 6553. [19] Mr. Laith O. Maheemed, Prof. D.S. Bankar, “Harmonic Mitigation For Non-Linear Loads Using Three-Phase Four Wire Upqc Control Strategy” International Journal of Electrical Engineering & Technology (IJEET), Volume 3, Issue 1, 2012, pp. 247- 260, ISSN Print : 0976-6545, ISSN Online: 0976-6553. [20] Pradeep B Jyoti, J.Amarnath and D.Subbarayudu “The Scheme of Three-Level Inverters Based On Svpwm Overmodulation Technique for Vector Controlled Induction Motor Drives” International Journal of Electrical Engineering & Technology (IJEET), Volume 4, Issue 2, 2013, and pp. 245- 260, ISSN Print: 0976-6545, ISSN Online: 0976-6553.