Abstract

Advancement of human civilization has led to rapid industrialization going in hand with urbanization and globalization, which have elevated energy demand worldwide. Conventional energy sources with the fear of being exhausted at a rapid pace seem to fail to quench inflated energy demand alone. Solar being a ubiquitous and eco-friendly source of renewable energy has become one of the most dominant forms of power generation implemented in diverse applications. To maximize the efficacy of the solar photovoltaic (SPV) system, it must be operated at maximum power point (MPP) that incorporates the use of maximum power point tracking (MPPT) algorithm. MPPT algorithm is a self-automated control technique that compels the SPV system to operate at MPP thereby harnessing maximum obtainable power under time-varying environmental conditions such as solar intensity, temperature, SPV module characteristics, and module shading. This paper puts forward an elaborated study on 27 MPPT techniques that are pervasive in the SPV system. The entire assessment deals with MPPT techniques employed under uniform solar insolation varying from time to time as well as global maximum power point tracking (GMMPT) techniques employed under partial shading (PS) conditions. Vivid comparisons among all the MPPT techniques along with their brief discussion, merits, and demerits have been done. Moreover, a detailed structure of error-based incremental conductance MPPT has been proposed.

References

References
1.
Khare
,
V.
,
Nema
,
S.
, and
Baredar
,
P.
,
2013
, “
Status of Solar-Wind Renewable Energy in India
,”
Renewable Sustainable Energy Rev.
,
27
, pp.
1
10
. 10.1016/j.rser.2013.06.018
2.
Sayal
,
A.
,
2012
, “
MPPT Techniques for Photovoltaic System Under Uniform Insolation and Partial Shading Conditions
,”
Proceedings of Students Conference on Engineering and Systems (SCES)
,
Allahabad, Uttar Pradesh, India
,
Mar. 16–18
, pp.
1
6
.
3.
Reza
,
R. A.
,
Hassan
,
M. M.
, and
Shahriar
,
J.
,
2013
, “
Classification and Comparison of Maximum Power Point Tracking Techniques for Photovoltaic System: A Review
,”
Renewable Sustainable Energy Rev.
,
19
, pp.
433
443
. 10.1016/j.rser.2012.11.052
4.
Pathak
,
P. K.
,
Yadav
,
A. K.
, and
Alvi
,
P. A.
,
2019
, “
Maximum Power Operation of Solar Photo-Voltaic System Using Advanced Fuzzy Logic Based Control Strategy
,”
Proceedings of ICPS-2019
,
Jaipur, India
,
Dec. 20–22
, pp.
1
6
.
5.
Al-Dhaifallah
,
M.
,
Nassef
,
A. M.
,
Rezk
,
H.
, and
Nisar
,
K. S.
,
2018
, “
Optimal Parameter Design of Fractional Order Control Based INC-MPPT for PV System
,”
Sol. Energy
,
159
, pp.
650
664
. 10.1016/j.solener.2017.11.040
6.
Calavia
,
M.
,
Perie
,
J. M.
,
Sanz
,
J. F.
, and
Sallán
,
J.
,
2010
, “
Comparision of MPPT Strategies for Solar Module
,”
International Conference on Renewable Energies and Power Quality (ICREPQ'10)
,
Grenada, Spain
,
Mar. 23–25
, pp.
1
6
.
7.
Subudhi
,
B.
, and
Pradhan
,
R.
,
2013
, “
A Comparative Study on Maximum Power Point Tracking Techniques for Photovoltaic Power Systems
,”
IEEE Trans. Sustainable Energy
,
4
(
1
), pp.
89
98
. 10.1109/TSTE.2012.2202294
8.
Azevedo
,
G. M. S.
,
Cavalcanti
,
M. C.
,
Oliveira
,
K. C.
,
Neves
,
F. A. S.
, and
Lins
,
Z. D.
,
2009
, “
Comparative Evaluation of Maximum Power Point Tracking Methods for Photovoltaic Systems
,”
J. Sol. Energy Eng.
,
131
(
3
), pp.
1
8
. 10.1109/pesc.2008.4592141
9.
Ishaque
,
K.
, and
Salam
,
Z.
,
2013
, “
A Rewiew of Maximum Power Point Tracking Techniques of PV System for Uniform Insolation and Partial Shading Condition
,”
Renewable Sustainable Energy Rev.
,
19
, pp.
475
488
. 10.1016/j.rser.2012.11.032
10.
Esram
,
T.
, and
Chapman
,
P. L.
,
2007
, “
Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques
,”
IEEE Trans. Energy Convers.
,
22
(
2
), pp.
439
439
. 10.1109/TEC.2006.874230
11.
Gupta
,
A.
,
Chauhan
,
Y. K.
, and
Pachauri
,
R. K.
,
2016
, “
A Comparative Investigation of Maximum Power Point Tracking Methods for Solar PV System
,”
Sol. Energy
,
136
, pp.
236
253
. 10.1016/j.solener.2016.07.001
12.
de Brito
,
M. A. G.
,
Galotto
,
L.
,
Sampaio
,
L. P.
,
e Melo
,
G. D. A.
, and
Canesin
,
C. A.
,
2013
, “
Evalution of the Main MPPT Techniques for Photovoltaic Applications
,”
IEEE Trans. Ind. Electron.
,
60
(
3
), pp.
1156
1167
. 10.1109/TIE.2012.2198036
13.
Eltawil
,
M. A.
, and
Zhao
,
Z.
,
2013
, “
MPPT Techniques for Photovoltaic Applications
,”
Renewable Sustainable Energy Rev.
,
25
, pp.
793
813
. 10.1016/j.rser.2013.05.022
14.
Rezk
,
H.
, and
Eltawil
,
M. A.
,
2015
, “
A Comprehensive Comparison of Different MPPT Techniques for Photovoltaic Systems
,”
Sol. Energy
,
112
, pp.
1
11
. 10.1016/j.solener.2014.11.010
15.
Salam
,
Z.
,
Ahmed
,
J.
, and
Merugu
,
B. S.
,
2013
, “
The Application of Soft Computing Method for MPPT of PV System: A Technological and Status Review
,”
Appl. Energy
,
107
, pp.
135
148
. 10.1016/j.apenergy.2013.02.008
16.
Liu
,
Y. H.
,
Chen
,
J.-H.
, and
Huang
,
J.-W.
,
2015
, “
A Review of Maximum Power Point Tracking Techniques for Use in Partially Shaded Condition
,”
Renewable Sustainable Energy Rev.
,
41
, pp.
436
453
. 10.1016/j.rser.2014.08.038
17.
Joshi
,
P.
, and
Arora
,
S.
,
2016
, “
Maximum Power Point Tracking Methodologies for Solar PV System-a Review
,”
Renewable Sustainable Energy Rev.
,
70
, pp.
1154
1177
. 10.1016/j.rser.2016.12.019
18.
Amir
,
A.
,
Amir
,
A.
,
Jeyraj
,
S.
,
Selvaraj
,
J.
,
Rahim
,
N. A.
, and
Abusorrah
,
A. M.
,
2017
, “
Conventional and Modified MPPT Technique with Direct Control and Dual Scaled Adaptive Step Size
,”
Sol. Energy
,
157
, pp.
1017
1031
. 10.1016/j.solener.2017.09.004
19.
Abdullah
,
M. A.
,
Yatim
,
A. H. M.
,
Tan
,
C. W.
, and
Saidur
,
R.
,
2012
, “
A Review of Maximum Power Point Tracking Algorithms for Wind Energy Systems
,”
Renewable Sustainable Energy Rev.
,
16
(
5
), pp.
3220
3227
. 10.1016/j.rser.2012.02.016
20.
Wang
,
Y. J.
, and
Hsu
,
P. C.
,
2010
, “
Analytical Modelling of Partial Shading and Different Orientation of Photovoltaic Modules
,”
IET Renew. Power Gener.
,
4
(
3
), pp.
272
282
. 10.1049/iet-rpg.2009.0157
21.
Paraskevadaki
,
E. V.
, and
Papathanassiou
,
S. A.
,
2011
, “
Evaluation of MPP Voltage and Power of mc-Si PV Modules in Partial Shading Condition
,”
IEEE Trans. Energy Convers.
,
26
(
3
), pp.
923
932
. 10.1109/TEC.2011.2126021
22.
Patel
,
H.
, and
Agarwal
,
V.
,
2008
, “
MATLAB-Based Modeling to Study the Effect of Partial Shading on PV Array Characteristics
,”
IEEE Trans. Energy Convers.
,
23
(
1
), pp.
302
310
. 10.1109/TEC.2007.914308
23.
Ishaque
,
K.
,
Salam
,
Z.
,
Taheri
,
H.
, and
Syafaruddin
,
2011
, “
Modeling and Simulation of Photovoltaic (PV) System During Partial Shading Based on a Two Diode Model
,”
Simul. Modell. Pract. Theory
,
19
(
7
), pp.
1613
1626
. 10.1016/j.simpat.2011.04.005
24.
Ishaque
,
K.
,
Salam
,
Z.
, and
Syafaruddin
,
2011
, “
A Comprehensive MATLAB Simulink PV System Simulator With Partial Shading Capability Based on Two-Diode Model
,”
Sol. Energy
,
85
(
9
), pp.
2217
2227
. 10.1016/j.solener.2011.06.008
25.
Reinoso
,
C. R. S.
,
Milone
,
D. H.
, and
Buitrago
,
R. H.
,
2013
, “
Simulation of Photovoltaic Centrals With Dynamic Shading
,”
Appl. Energy
,
103
, pp.
278
289
. 10.1016/j.apenergy.2012.09.040
26.
Willardson
,
R. K.
,
1975
,
Semiconductors and Semimetals
,
Academic
,
New York
.
27.
Taheri
,
H.
,
Salam
,
Z.
, and
Ishaque
,
K.
,
2011
, “
Simple, Fast and Accurate Two-Diode Model for Photovoltaic Modules, Solar Energy Mater
,”
Sol. Cells
,
95
(
2
), pp.
586
594
. 10.1016/j.solmat.2010.09.023
28.
Reggiani
,
U.
,
Artioli
,
M.
, and
Sandrolini
,
L.
,
2010
, “
Numerical Method for the Extraction of Photovoltaic Module Double-Diode Model Parameters Through Cluster Analysis
,”
Appl. Energy
,
87
(
2
), pp.
442
451
. 10.1016/j.apenergy.2009.07.022
29.
Fuyuki
,
T.
,
Uraoka
,
Y.
,
Sakitani
,
N.
,
Uraoka
,
Y.
, and
Fuyuki
,
T.
,
2007
, “
Analysis of Multi Crystalline Silicon Solar Cells by Modified 3-Diode Equivalent Circuit Model Taking Leakage Current Through Periphery Into Consideration. Solar Energy Mater
,”
Sol. Cells
,
91
(
13
), pp.
1222
1227
. 10.1016/j.solmat.2007.04.009
30.
Pathak
,
P. K.
, and
Yadav
,
A. K.
,
2019
, “
Design of Battery Charging Circuit Through Intelligent MPPT Using SPV System
,”
Sol. Energy
,
178
, pp.
79
89
. 10.1016/j.solener.2018.12.018
31.
Podder
,
A. K.
,
Roy
,
N. K.
, and
Pota
,
H. R.
,
2019
, “
MPPT Methods for Solar PV Systems: A Critical Review Based on Tracking Nature
,”
IET Renew. Power Gener.
,
13
(
10
), pp.
1615
1632
. 10.1049/iet-rpg.2018.5946
32.
Bishop
,
J. W.
,
1988
, “
Computer Simulation of the Effects of Electrical Mismatches in Photovoltaic Cell Interconnection Circuits
,”
Sol. Cell
,
25
(
1
), pp.
73
89
. 10.1016/0379-6787(88)90059-2
33.
Karatepe
,
E.
,
Boztepe
,
M.
, and
Karatepe
,
E.
,
2007
, “
Development of a Suitable Modelfor Characterizing Photovoltaic Arrays With Shaded Solar Cells
,”
Sol. Energy
,
81
(
8
), pp.
977
992
. 10.1016/j.solener.2006.12.001
34.
Kaushika
,
N. D.
, and
Gautam
,
N. K.
,
2003
, “
Energy Yield Simulations of Interconnected Solar PV Arrays
,”
IEEE Trans. Energy Convers.
,
18
(
1
), pp.
127
134
. 10.1109/TEC.2002.805204
35.
Teulings
,
W. J. A.
,
Marpinard
,
J. C.
,
Capel
,
A.
, and
O'Sullivan
,
D.
,
1993
, “
A New Maximum Power Point Tracking System
,”
Proceedings 24th Annual IEEE Power Electronics Specialists Conference
,
Seattle, WA
,
June 20–24
, pp.
833
838
.
36.
Kim
,
Y.
,
Jo
,
H.
, and
Kim
,
D.
,
1996
, “
A New Peak Power Tracker for Cost-Effective Photovoltaic Power System
,”
Proceedings of 31st Intersociety Energy Conversion Engineering Conference
,
Washington, DC
,
Aug. 11–16
, pp.
1673
1678
.
37.
Hashimoto
,
O.
,
Shimizu
,
T.
, and
Kimura
,
G.
,
2000
, “
A Novel High Performance Utility Interactive Photovoltaic Inverter System
,”
Proceedings of Conference Record of 2000 IEEE Industry Application Conference
,
Rome, Italy
,
Oct. 8–12
, pp.
2255
2260
.
38.
Koutroulis
,
E.
,
Kalaitzakis
,
K.
, and
Voulgaris
,
N. C.
,
2001
, “
Development of Microcontroller Based, Photovoltaic Maximum Power Point Tracking Control System
,”
IEEE Trans. Power Electron.
,
16
(
21
), pp.
46
54
. 10.1109/63.903988
39.
Wasynezuk
,
O.
,
1983
, “
Dynamic Behavior of a Class of Photovoltaic Power Systems
,”
IEEE Trans. Power Appar. Syst.
,
102
(
9
), pp.
3031
3037
. 10.1109/TPAS.1983.318109
40.
Hua
,
C.
, and
Lin
,
J. R.
,
1996
, “
DSP Based Controller Application in Battery Storage of Photovoltaic System
,”
Proceedings of IEEE IECON 22nd International Conference on Industrial Electronics Control and Instrumentation
,
Taipei, Taiwan
,
Aug. 9
, pp.
1705
1710
.
41.
Kasa
,
N.
,
Lida
,
T.
, and
Iwamoto
,
H.
,
2000
, “
Maximum Power Point Tracking With Capacitor Identifier for Photovoltaic Power System
,”
Proceedings of the 8th International Conference on Power Electronics and Variable Speed Drive
,
London, UK
,
Sept. 18–19
, pp.
130
135
.
42.
Hua
,
C. C.
, and
Lin
,
J. R.
,
2001
, “
Fully Digital Control of Distributed Photovoltaic Power Systems
,”
Proceedings of IEEE Symposium on Industrial Electronics
,
Pusan, South Korea
,
June 12–16
, pp.
1
6
.
43.
Femia
,
N.
,
Petrone
,
G.
,
Spagnuolo
,
G.
,
Vitelli
,
M.
,
2005
, “
Optimization of Perturb and Observe Maximum Power Point Tracking Method
,”
IEEE Trans. Power Electron.
,
20
(
4
), pp.
963
973
. 10.1109/TPEL.2005.850975
44.
Wolf
,
P. J.
, and
Tang
,
L.
,
2005
, “
A Single Cell Maximum Power Point Tracking Converter Without a Current Sensor for High Performance Vehicle Solar Array
,”
Proceedings of 36th Annual IEEE Power Electronics Specialists Conference
,
Recife, Brazil
,
June 16
, pp.
165
171
.
45.
Kasa
,
N.
,
Iida
,
T.
, and
Chen
,
L.
,
2005
, “
Flyback Inverter Controlled Sensorless Current MPPT for Photovoltaic Power System
,”
IEEE Trans. Ind. Electron.
,
52
(
4
), pp.
1145
1152
. 10.1109/TIE.2005.851602
46.
Tan
,
C. W.
,
Green
,
T. C.
, and
Hernandez
,
C. A.
,
2007
, “
A Current Mode Controlled Maximum Power Point Converter for Building Integrated Photovoltaics
,”
IEEE Proceedings of European Conference on Power Electronics and Application
,
Aalborg, Denmark
,
Sept. 2–5
, pp.
1
10
.
47.
Al-diab
,
A.
, and
Sourkounis
,
C.
,
2010
, “
Variable Step Size P&O MPPT Algorithm for PV System
,”
IEEE Proceedings of Optimization of Electrical and Electronic Equipment (OPTIM) Conference
,
Basov, Romania
,
May 20–22
, pp.
1097
1102
.
48.
Marcelo
,
J. V. G.
, and
Ernesto
,
F. R.
,
2009
, “
Analysis and Simulation of the P&O Algorithm Using a Linearized PV Array Model
,”
Proceedings of Industrial Electronics Conference IECON
,
Porto, Portugal
,
Nov. 3–5
, pp.
231
236
.
49.
Ahmed
,
A. M. I.
,
Mahmoud
,
S. A.
, and
Essam
,
M. M. E.
,
2018
, “
Modified Efficient Perturb and Observe Maximum Power Point Tracking Technique for Grid Tied PV System
,”
Int. J. Electr. Power Energy Syst.
,
99
, pp.
192
202
. 10.1016/j.ijepes.2017.12.029
50.
Ahmed
,
J.
, and
Salam
,
Z.
,
2016
, “
A Modified P&O Maximum Power Point Tracking Method with Reduced Steady-State Oscillation and Improved Tracking Efficiency
,”
IEEE Trans. Sustainable Energy
,
7
(
4
), pp.
1506
1515
. 10.1109/TSTE.2016.2568043
51.
Teng
,
J. H.
,
Huang
,
W. H.
,
Hsu
,
T. A.
, and
Wang
,
C. Y.
,
2016
, “
Novel and Fast Maximum Power Point Tracking for Photovoltaic Generation
,”
IEEE Trans. Ind. Electron.
,
63
(
8
), pp.
4955
4966
. 10.1109/tie.2016.2551678
52.
Abdel-Salam
,
M.
,
El-Mohandes
,
M.-T.
, and
Goda
,
M.
,
2018
, “
An Improved Perturb and Observe Based MPPT Method for PV Systems Under Varying Irradiation Level
,”
Sol. Energy
,
171
, pp.
547
561
. 10.1016/j.solener.2018.06.080
53.
Kota
,
V. R.
, and
Bhukya
,
M. N.
,
2016
, “
A Novel Linear Tangent Based P&O Scheme for MPPT of a PV System
,”
Renewable and Sustainable Energy Rev.
,
71
, pp.
257
267
. 10.1016/j.rser.2016.12.054
54.
Mohammed
,
E. A.
,
Bashar
,
Z.
, and
David
,
A. J.
,
2012
, “
Assessment of Perturb and Observe MPPT Algorithm Implementation Technique for PV Pumping Applications
,”
IEEE Trans. Sustain. Energy
3
(
1
), pp.
21
33
.http://dx.doi.org/10.1109/TSTE.2011.2168245
55.
Chen
,
P. C.
,
Chen
,
P. Y.
,
Liu
,
Y. H.
,
Chen,
J.-H.
,
Luo
,
Y.-F.
,
2015
, “
A Comparative Study on Maximum Power Point Tracking Techniques for Photovoltaic Generation Systems Operating Under Fast Changing Environments
,”
Sol. Energy
,
119
, pp.
261
276
. 10.1016/j.solener.2015.07.006
56.
Putri
,
R. I.
,
Wibowo
,
S.
, and
Rifa’i
,
M.
,
2015
, “
Maximum Power Point Tracking for Photovoltaic Using Incremental Conductance Method
,”
Energy Procedia
,
68
, pp.
22
30
. 10.1016/j.egypro.2015.03.228
57.
Garrigós
,
A.
,
Blanes
,
J. M.
,
Carrascoa
,
J. A.
, and
Ejea
,
J. B.
,
2007
, “
Real Time Estimation of Photovoltaic Modules Characteristics and its Application to Maximum Power Point Operation
,”
Renewable Energy
,
32
(
6
), pp.
1059
1076
. 10.1016/j.renene.2006.08.004
58.
Elgendy
,
M. A.
,
Zahawi
,
B.
, and
Atkinson
,
D. J.
,
2013
, “
Assessment of the Incremental Conductance Maximum Power Point Tracking Algorithm
,”
IEEE Trans. Sustainable Energy
,
4
(
1
), pp.
108
117
. 10.1109/TSTE.2012.2202698
59.
Liu
,
F.
,
Duan
,
S.
,
Liu
,
F.
,
Liu
,
B.
, and
Kang
,
Y.
et al,
2008
, “
A Variable Step Size INC MPPT Method for PV Systems
,”
IEEE Trans. Ind. Electron.
,
55
(
7
), pp.
2622
2628
. 10.1109/TIE.2008.920550
60.
Kobayashi
,
K.
,
Takano
,
I.
, and
Sawada
,
Y.
,
2003
, “
A Study on Two Stage Maximum Power Point Tracking Control of a Photovoltaic System Under Partially Shaded Insolation Conditions
,”
Electrical Engineering in Japan, IEEE Power Engineering Society General Meeting
,
Aug.
, pp.
2612
2617
. http://dx.dpi.org/10.1109/PES.2003.127105
61.
Sachin
,
J.
, and
Agrawal
,
V.
,
2008
, “
An Integrated Hybrid Power Supply for Distributed Generation Applications fed by Nonconventional Energy Sources
,”
IEEE Trans. Energy Convers.
,
23
(
2
), pp.
622
631
. 10.1109/TEC.2008.918631
62.
Yusof
,
Y.
,
Sayuti
,
S. H.
,
Latif
,
M. A.
, and
Wanik
,
M. Z. C.
,
2004
, “
Modelling and Simulation of Maximum Power Point Tracker for Photovoltaic System
,”
IEEE Proceedings of National Power and Energy Conference
,
Kuala Lumpur, Malaysia
,
Nov. 29–30
, pp.
88
93
.
63.
Femia
,
N.
,
Granozio
,
D.
,
Petrone
,
G.
,
Spagnuolo
,
G.
, and
Vitelli
,
M.
,
2006
, “
Optimized one Cycle Control in Photovoltaic Grid Connected Applications
,”
IEEE Trans. Aerosp. Electron. Syst.
,
42
(
3
), pp.
954
972
. 10.1109/taes.2006.248205
64.
Huynh
,
D. C.
, and
Dunnigan
,
M. W.
,
2016
, “
Development and Comparison of an Improved Incremental Conductance Algorithm for Tracking the MPP of a Solar pv Panel
,”
IEEE Trans. Sustainable Energy
,
7
(
4
), pp.
1421
1429
. 10.1109/TSTE.2016.2556678
65.
Shahid
,
H.
,
Kamran
,
M.
,
Mehmood
,
Z.
,
Saleem
,
M.
,
Mudassar
,
M.
, and
Haider
,
K.
,
2018
,”
Implementation of the Novel Temperature Controller and Incremental Conductance MPPT Algorithm for Indoor Photovoltaic System
,
163
, pp.
235
242
. 10.1016/j.solener.2018.02.018
66.
Jiang
,
J. A.
,
Huang
,
T. L.
,
Hsiao
,
Y. T.
, and
Chen
,
C. H.
,
2005
, “
Maximum Power Tracking for Photovoltaic Power Systems
,”
Tamk. J. Sci. Eng.
,
8
(
2
), pp.
147
153
.
67.
Roy
,
C. P.
,
Naick
,
B. K.
, and
Shankar
,
G.
,
2013
, “
Modified Three Point Weight Comparision Method for Adaptive MPPT of Photovoltaic Systems
,”
IET 5th International Conference on Advances in Recent Technol in Comm and Comp
,
Bangalore, India
,
Sept. 20–21
, pp.
146
156
.
68.
Wang
CC
,
Wu
,
M.-C.
,
Ou
,
S.-Y.
, and
Lin
,
K.-J.
,
2010,
Analysis and Research on Maximum Power Point Tracking of Photovoltaic Array With Fuzzy Logic Control and Three-Point Weight Comparison Method
,”
Sci. China: Technol. Sci.
,
53
(
8
), pp.
2183
2189
. 10.1007/s11431-010-4024-2
69.
Prasad
,
C. P.
,
Soma
,
S. K.
,
Reddy
,
B. R. G.
, and
Harika
,
P.
,
2017
, “
A Fuzzy Logic Based MPPT Method for Solar Power Generation
,”
IEEE International Conference on Intelligent Computing and Control Systems (ICICCS)
,
Madurai, India
,
June 15–16
, pp.
1182
1186
.
70.
Kasongo
,
K. H.
, and
Dolly
,
C.
,
2017
, “
A Fuzzy Logic Based MPPT for 1MW Standalone Solar Power Plant
,”
IEEE Recent Developments in Control, Automation and Power Engineering
,
Noida, India
,
Oct. 26–27
, pp.
153
159
.
71.
Chekird
,
F.
,
Mellit
,
A.
,
Kalogirou
,
S. A.
, and
Larbes
C.
,
2014
, “
Intelligent Maximum Power Point Trackers for Photovoltaic Applications Using FPGA Chip: A Comparative Study
,”
Sol. Energy
,
101
, pp.
83
99
. 10.1016/j.solener.2013.12.026
72.
Algazar
,
M. M.
,
Al-Monier
,
H.
,
EL-Halim
,
H. A.
, and
Salem
,
M. E. E. K.
,
2012
, “
Maximum Power Point Tracking Using Fuzzy Logic Control
,”
Int. J. Electr. Power Energy Syst.
,
39
(
1
), pp.
21
28
. 10.1016/j.ijepes.2011.12.006
73.
Chen
,
Y. T.
,
Jhang
,
Y. C.
, and
Liang
,
R. H.
,
2016
, “
A Fuzzy-Logic Based Auto-Scaling Variable Step-Size MPPT Method for PV Systems
,”
Sol. Energy
,
126
, pp.
53
63
. 10.1016/j.solener.2016.01.007
74.
EI-Khatib
,
M. F.
,
Shaaban
,
S.
, and
Mohamed
,
A. E.
,
2015
, “
A Proposed Advanced Maximum Power Point Tracking Control for a Photovoltaic-Solar Pump System
,”
Sol. Energy
,
158
, pp.
321
331
. 10.1016/j.solener.2017.09.051
75.
Veerachary
,
M.
,
Senjyu
,
T.
, and
Uezato
,
K.
,
2003
, “
Neural–Network-Based Maximum-Power-Point Tracking of Coupled-Inductor Interleaved Boost Converter Supplied pv System Using Fuzzy Controller
,”
IEEE Trans. Ind. Electron.
,
50
(
4
), pp.
749
758
. 10.1109/TIE.2003.814762
76.
Kwan
,
T. H.
, and
Wu
,
X.
,
2016
, “
Maximum Power Point Tracking Using a Variable Antecedent Fuzzy Logic Controller
,”
Sol. Energy
,
137
, pp.
189
200
. 10.1016/j.solener.2016.08.008
77.
Yilmaz
,
U.
,
Kircay
,
A.
, and
Borekci
,
S.
,
2018
, “
PV System Fuzzy Logic MPPT Method and PI Control as a Charge Controller
,”
Renewable Sustainable Energy Rev.
,
81
, pp.
994
1001
. 10.1016/j.rser.2017.08.048
78.
Ben Salah
,
C.
,
Ouali
,
M.
,
2011
, “
Comparison of Fuzzy Logic and Neural Network in Maximum Power Point Tracker for PV Systems
,”
Electr. Power Syst. Res.
,
81
(
1
), pp.
43
50
. 10.1016/j.epsr.2010.07.005
79.
Messaia
,
A.
,
Mellitb
,
A.
,
Massi
,
A. P.
,
Guessoum
,
A.
, and
Mekki
,
H.
,
2011
, “
FPGA Based Implementation of a Fuzzy Controller (MPPT) for Photovoltaic Module
,”
Energy Convers. Manage.
,
52
(
7
), pp.
2695
2704
. 10.1016/j.enconman.2011.01.021
80.
Alajmi
,
B. N.
,
Ahmed
,
K. H.
,
Finney
,
S. J.
, and
Williams
,
B. W.
,
2011
, “
Fuzzy-Logic-Control Approach of a Modified Hill-Climbing Method for Maximum Power Point in Micro Grid Standalone Photovoltaic System
,”
IEEE Trans. Power Electron.
,
26
(
4
), pp.
1022
1030
. 10.1109/TPEL.2010.2090903
81.
Alajmi
,
B. N.
,
Ahmed
,
K. H.
,
Finney
,
S. J.
, and
Williams
,
B. W.
,
2013
, “
A Maximum Power Point Tracking for Partially Shaded Photovoltaic Systems in Microgrids
,”
IEEE Trans. Ind. Electron.
,
60
(
4
), pp.
1596
1606
. 10.1109/TIE.2011.2168796
82.
Mathew
,
A.
, and
Selvakumar
,
A. L.
,
2006
, “
New MPPT for PV Arrays Using Fuzzy Controller in Close Cooperation With Fuzzy Cognitive Network
,”
IEEE Trans. Energy Convers.
,
21
(
3
), pp.
793
803
. 10.1109/TEC.2006.875430
83.
Cheu
,
C. S.
,
2010
, “
T-S Fuzzy Maximum Power Point Tracking Control of Solar Power Generation Systems
,”
IEEE Trans. Energy Convers.
,
25
(
4
), pp.
1123
1132
. 10.1109/TEC.2010.2041551
84.
Suman
,
R. K.
,
Shoeb
,
H.
, and
Bazaz
,
M. A.
,
2017
, “
Implementation of MPPT Technique for Solar PV System Using ANN
,”
IEEE Recent Developments in Control, Automation and Power Engineering
,
Noida, India
,
Oct. 26–27
pp.
338
342
.
85.
Lakshmi
,
P. N. J.
, and
Sindhu
,
M. R.
,
2018
, “
Residential Solar Photovoltaic System with Artificial Neural Network Based Controller
,”
IEEE International Conference on Control, Power, Communication and Computing Technology
,
Kannur, India
,
Mar. 23–24
, pp.
416
420
.
86.
Lakshmi
,
P. N. J.
, and
Sindhu
,
M. R.
,
2018
, “
An Artificial Neural Network Based MPPT Algorithm for Solar PV System
,”
IEEE Conference
,
Chennai, India
,
Mar. 23-24
, pp.
375
380
.
87.
Hiyama
,
T.
,
Kouzuma
,
S.
, and
Imakubo
,
T.
,
1995
, “
Identification of Optimal Operating Point of PV Modules Using Neural Network for Real Time Maximum Power Tracking Control
,”
IEEE Trans. Energy Convers.
,
10
(
2
), pp.
360
367
. 10.1109/60.391904
88.
Ro
,
K.
, and
Rahman
,
S.
,
1998
, “
Two-Loop Controller for Maximizing Performance of a Grid-Connected Photovoltaic-Fuel Cell Hybrid Power Plant
,”
IEEE Trans. Energy Convers.
,
13
(
3
), pp.
276
281
. 10.1109/60.707608
89.
Hussein
,
A.
,
Hirasawa
,
K.
,
Hu
,
J.
, and
Murata
,
J.
,
2002
, “
The Dynamic Performance of Photovoltaic Supplied dc Motor fed From DC–DC Converter and Controlled by Neural Networks
,”
Proceedings of the International Joint Conference on Neural Networks
,
Honolulu, HI
,
May 12–17
, pp.
607
612
.
90.
Zhang
,
L.
,
Bai
,
Y.
, and
Al-Amoudi
,
A.
,
2011
, “
GA-RBF Neural Network Based Maximum Power Point Tracking for Grid-Connected Photovoltaic Systems
,”
Proceedings of IECON
,
Sante Fe, NM
,
June 4–7
, pp.
3900
3905
. https://doi.org/10.1049/cp:20020083
91.
Nirupama
,
N.
,
Palackal
,
R. M. S.
,
Greeshma
,
K. V.
, and
Chitra
,
A.
,
2015
, “
PV Fed MLI With ANN Based MPPT
,”
IEEE International Conference on Computation of Power, Energy, Information and Communication
,
Chennai, India
,
Apr. 22–23
, pp.
293
300
.
92.
Agha
,
H. S.
, and
Koreshi
,
Z. U.
,
2017
, “
Artificial Neural Network Based Maximum Power Point Tracking for Solar Photovoltaics
,”
IEEE Conference
,
Karachi, Pakistan
,
Dec. 30–31
, pp.
150
155
.
93.
Younis
,
M. A.
,
Khatib
,
T.
,
Najeeb
,
M.
, and
Ariffin
,
A. M.
,
2012
, “
An Improved Maximum Power Point Tracking Controller for PV Systems Using Artificial Neural Network
,”
PRZEGLAD Elektrotech. Electr. Rev.
,
88
(
3
), pp.
116
121
.
94.
Sunny
,
M. S. H.
,
Ahmed
,
A. N. R.
, and
Hasan
,
M. K.
,
2016
, “
Design and Simulation of Maximum Power Point Tracking of Photovoltaic System Using ANN
,”
IEEE Conference (ICEEICT)
,
Dhaka, Bangladesh
,
Sept. 20–24
, pp.
1
5
.
95.
Lee
,
H. H.
,
Phuong
,
L. M.
,
Dzung
,
P. Q.
,
Vu
,
N. T. D.
, and
Khoa
,
L. D.
,
2010
, “
New Maximum Power Point Algorithm Using ANN Based Solar PV Systems
,”
IEEE Conference
,
Fukuoka, Japan
,
Nov. 21–24
, pp.
2179
2184
.
96.
Kulaksız
,
A. A.
, and
Akkaya
,
R.
,
2012
, “
A Genetic Algorithm Optimized ANN-Based MPPT Algorithm for a Stand-Alone PV System with Induction Motor Drive
,”
Sol. Energy
,
86
(
9
), pp.
2366
2375
. 10.1016/j.solener.2012.05.006
97.
Ishaque
,
K.
,
Salam
,
Z.
,
Amjad
,
M.
, and
Mekhilef
,
S.
,
2012
, “
An Improved Particle Swarm Optimization (PSO)—Based MPPT for PV with Reduced Steady—State Oscillations
,”
IEEE Trans. Power Electron.
,
27
(
8
), pp.
3627
3638
. 10.1109/TPEL.2012.2185713
98.
Manmadharao
,
T.
,
Balamurali
,
P.
, and
Ravikumar
,
C.
,
2015
, “
Maximum Power Point Tracking of a PV System by Bacteria Foraging Oriented Particle Swarm Optimization
,”
Int. J. Eng. Res. Gen. Sci.
,
3
(
2
), pp.
515
524
.
99.
Ahmed
,
J.
, and
Salam
,
Z.
,
2014
, “
A Maximum Power Point Tracking (MPPT) for PV System Using Cuckoo Search With Partial Shading Capability
,”
Appl. Energy
,
119
, pp.
118
130
. 10.1016/j.apenergy.2013.12.062
100.
Safarudin
,
Y. M.
,
Priyadi
,
A.
,
Purnomo
,
M. H.
, and
Pujiantara
,
M.
,
2014
, “
Maximum Power Point Tracking Algorithm for Photovoltaic System Under Partial Shaded Condition by Means Updating β Firefly Technique
,”
IEEE Conference on Information Technology and Electrical Engineering (ICITEE)
,
Yogyakarta, Indonesia
,
Oct. 7–8
.
101.
Jianga
,
L. L.
,
Maskell
,
D. L.
, and
Patra
,
J. C.
,
2013
, “
A Novel ant Colony Optimization-Based Maximum Power Point Tracking for Photovoltaic Systems Under Partially Shaded Conditions
,”
Energy and Build.
,
58
, pp.
227
236
. 10.1016/j.enbuild.2012.12.001
102.
Kumar
,
P.
,
Jain
,
G.
, and
Paliwal
,
D. K.
,
2015
, “
Genetic Algorithm Based Maximum Power Tracking in Solar Power Generation
,”
International Conference on Power and Advanced Control Engineering (ICPACE)
,
Bangalore, India
,
Aug. 12–14
, pp.
1
6
.
103.
Askarzadeh
,
A.
, and
dos Santos Coelho
,
L.
,
2015
, “
Determination of Photovoltaic Modules Parameters at Different Operating Conditions Using a Novel Bird Mating Optimizer Approach
,”
Energy Convers. Manage.
,
89
, pp.
608
614
. 10.1016/j.enconman.2014.10.025
104.
Benyoucef
,
A. S.
,
Chouder
,
A.
,
Kara
,
K.
,
Silvestre
,
S.
, and
Sahed
,
O. A.
,
2015
, “
Artificial Bee Colony Based Algorithm for Maximum Power Point Tracking (MPPT) for PV Systems Operating Under Partial Shaded Conditions
,”
Appl. Soft Comput.
,
32
, pp.
38
48
. 10.1016/j.asoc.2015.03.047
105.
Hashim
,
N.
,
Salam
,
Z.
, and
Ayob
,
S. M.
,
2014
, “
Maximum Power Point Tracking for Stand-Alone Photovoltaic System Using Evolutionary Programming
,”
IEEE Conference on PEOCO
,
Langkawi, Malaysia
,
Mar. 24–25
, pp.
7
12
.
106.
Lal
,
V. N.
, and
Singh
,
S. N.
,
2016
, “
Modified Particle Swarm Optimization-Based Maximum Power Point Tracking Controller for Single-Stage Utility-Scale Photovoltaic System with Reactive Power Injection Capability
,”
IET Renew. Power Gener.
,
10
(
7
), pp.
899
907
. 10.1049/iet-rpg.2015.0346
107.
Ram
,
J. P.
, and
Rajasekar
,
N.
,
2017
, “
A Novel Flower Pollination Based Global Maximum Power Point Method for Solar Maximum Power Point Tracking
,”
IEEE Trans. Power Electron.
,
32
(
11
), pp.
8486
8499
. 10.1109/TPEL.2016.2645449
108.
Mohanty
,
S.
,
Subudhi
,
B.
, and
Ray
,
P. K.
,
2017
, “
A Grey Wolf-Assisted Perturb & Observe MPPT Algorithm for a PV System
,”
IEEE Trans. Energy Convers.
,
32
(
1
), pp.
340
347
. 10.1109/TEC.2016.2633722
109.
Liu
,
J.
,
Li
,
J.
,
Wu
,
J.
, and
Zhou
,
W.
,
2017
, “
Global MPPT Algorithm With Coordinated Control of PSO and INC for Rooftop PV Array
,”
International Conference on Renewable Power Generation
,
Wuhan, China
,
Oct. 19–20
, pp.
778
782
.
110.
Zhou
,
L.
,
Chen
,
Y.
,
Guo
,
K.
, and
Jia
,
F.
,
2011
, “
New Approach for MPPT Control of Photovoltaic System With Mutative-Scale Dual-Scale Dual-Carrier Chaotic Search
,”
IEEE Trans. Power Electron.
,
26
(
4
), pp.
1038
1048
. 10.1109/TPEL.2010.2078519
111.
Zhou
,
L.
,
Chen
,
Y.
,
Guo
,
K.
, and
Wu
,
J.
,
2012
, “
Maximum Power Point Tracking (MPPT) Control of a Photovoltaic System Based on Dual Carrier Chaotic Search
,”
J. Cont. Theory Appl.
,
10
(
2
), pp.
244
250
. 10.1007/s11768-012-9244-5
112.
Zheng
,
Y.
,
Wei
,
C.
, and
Lin
,
S.
,
2011
, “
A Maximum Power Point Tracking Method Based on Tabu Search for PV Systems Under Partially Shaded Conditions
,”
IET Conference on Renewable Power Generation (RPG)
,
Edinburgh, UK
,
Sept. 6–8
, pp.
1
4
.
113.
Badis
,
A.
,
Mansouri
,
M. N.
, and
Sakly
,
A.
,
2016
, “
PSO and GA Based Maximum Power Point Tracking for Partially Shaded Photovoltaic Systems
,”
Proceedings of 2016 7th International Renewable Energy Congress (IREC)
,
Hammamet, Tunisia
,
Mar. 22–24
, pp.
1
6
.
114.
Danandeh
,
M. A.
, and
Mousavi G
,
S. M.
,
2018
, “
A New Architecture of INC-Fuzzy Hybrid Method for Tracking Maximum Power Point in PV Cells
,”
Sol. Energy
,
171
, pp.
692
703
. 10.1016/j.solener.2018.06.098
115.
Moradi
,
M. H.
, and
Reisi
,
A. R.
,
2011
, “
A Hybrid Maximum Power Point Tracking Method for Photovoltaic Systems
,”
Sol. Energy
,
85
(
11
), pp.
2965
2976
. 10.1016/j.solener.2011.08.036
116.
Mohammad
,
S. S.
,
Devaraj
,
D.
, and
Ahamed
,
T. P. I.
,
2016
, “
A Novel Hybrid Maximum Power Point Tracking Technique Using Perturb and Observe Algorithm and Learning Automata for Solar pv System
,”
Energy
,
112
, pp.
1096
1106
. 10.1016/j.energy.2016.07.024
117.
Bahrami
,
M.
,
Zandi
,
M.
,
Gavagsaz
,
R.
,
Nahid-Mobarakeh
,
B.
, and
Pierfederici
,
S.
,
2016
, “
A New Hybrid Method of MPPT for Photovoltaic System Based on FLC and Three Point Weight Methods
,”
7th Power Electronics and Drive Systems Technologies Conference (PEDSTC)
,
Tehran, Iran
,
Feb. 16–18
,
IEEE
, pp.
446
450
.
118.
Jiang
,
J. A.
,
Su
,
Y. L.
,
Shieh
,
J. C.
,
Kuo
,
K.-C.
,
Lin
,
T.-S.
,
Lin
,
T.-T.
,
Fang
,
W.
,
Chou
,
J.-J.
, and
Wang
,
J.-C.
,
2014
, “
On Application of a New Hybrid Maximum Power Point Tracking (MPPT) Based Photovoltaic System to the Closed Plant Factory
,”
Appl. Energy
,
124
, pp.
309
324
. 10.1016/j.apenergy.2014.03.017
119.
Hua
,
C. C.
,
Fang
,
Y. H.
, and
Chen
,
W. T.
,
2016
, “
Hybrid Maximum Power Point Tracking Method With Variable Step Size for Photovoltaic Systems
,”
IET Renew. Power Gener.
,
10
(
2
) pp.
127
132
. 10.1049/iet-rpg.2014.0403
120.
Sher
,
H. A.
,
Murtaza
,
A. F.
, and
Al hadad
,
K.
,
2017
, “
A Hybrid Maximum Power Point Tracking Method for Photovoltaic Applications With Reduced Offline Measorments
,”
IEEE International Conference on Industrial Technology (ICIT)
,
Toronto, Canada
,
Mar. 22–25
,
IEEE
, pp.
1482
1485
.
121.
Labbeb
,
K.
,
Shankar
,
S.
, and
Ramprabhakar
,
J.
,
2016
, “
Hybrid MPPT Controller for Accurate and Quick Tracking
,”
IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT)
,
Bangalore, India
,
May 20–21
,
IEEE
, pp.
1533
1537
.
122.
Nademi
,
H.
,
Elahidoost
,
A.
, and
Norum
,
L. E.
,
2016
, “
Comparative Analysis of Different MPPT Schemes for Photovoltaic Integration of Modular Multilevel Converter
,”
IEEE 17th Workshop on Control and Modeling for Power Electronics (COMPEL)
,
Trondheim, Norway
,
June 27–30
,
IEEE
, pp.
1
5
.
123.
Naick
,
B. K.
,
Shankar
,
G.
, and
Roy
,
C. P.
,
2013
, “
Modified Three Point Weight Comparison Method for Adaptive MPPT of Photovoltaic Systems
,”
Fifth International Conference on Advances in Recent Technologies in Communication and Computing (ARTCom 2013)
,
Bangalore, India
,
Sept. 20–21
,
IET
, pp.
146
156
.
124.
Taftieht
,
T.
,
Agbossou
,
K.
,
Doumbia
,
M. L.
, and
Chériti
,
A.
,
2008
, “
An Improved Maximum Power Point Tracking Method for Photovoltaic Systems
,”
Renewable Energy
,
33
(
7
), pp.
1508
1516
. 10.1016/j.renene.2007.08.015
125.
Zhang
,
F.
,
Thanapalan
,
K.
,
Procter
,
A.
,
Carr
,
S.
, and
Maddy
,
J.
,
2013
, “
Adaptive Hybrid Maximum Power Point Tracking Method for a Photovoltaic System
,”
IEEE Trans. Energy Convers.
,
28
(
2
), pp.
353
360
. 10.1109/TEC.2013.2255292
126.
Sivakumar
,
P.
,
Kader
,
A. A.
,
Kaliavaradhan
,
Y.
, and
Arutchelvi
,
M.
,
2015
, “
Analysis and Enhancement of PV Efficiency With Incremental Conductance MPPT Technique Under Nonlinear Loading Condition
,”
Renewable Energy
,
81
, pp.
543
550
. 10.1016/j.renene.2015.03.062
127.
Madhavadas
,
M.
, and
Thomas
,
V. C.
,
2018
, “
FOCV Based MPPT Control for PV, and Sine Reference-Feedback Oriented Control for Single Phase Grid Tied Solar Inverter
,”
International Conference on Inventive Communication and Computational Technologies (ICICCT)
,
Mar.
pp.
1547
1551
. http://dx.doi.org/10.1109/ICICCT.2018.8473142
128.
Das
,
P.
,
2016
, “
Maximum Power Tracking Based Open Circuit Voltage Method for PV System
,”
Energy Procedia
90
, pp.
2
13
. 10.1016/j.egypro.2016.11.165
129.
Pathak
,
P. K.
,
Yadav
,
A. K.
, and
Tyagi
,
P.
,
2018
, “
Design of Three Phase Grid Tied Solar Photovoltaic System Based on Three Phase VSI
,”
8th IEEE India International Conference on Power Electronics (IICPE)
,
Jaipur, India
,
Dec. 13–15
, pp.
1
6
. http://dx.doi.org/10.1109/IICPE.2018.8709336
130.
Masoum
,
M. A. S.
,
Dehbonei
,
H.
, and
Fuchs
,
E. F.
,
2002
, “
Theoretical and Experimental Analyses of Photovoltaic Systems With Voltage and Current-Based Maximum Power Point Tracking
,”
IEEE Trans. Energy Convers.
,
17
(
4
), pp.
514
522
. 10.1109/TEC.2002.805205
131.
Enslin
,
J. H. R.
,
Wolf
,
M. S.
,
Snyman
,
D. B.
, and
Swiegers
,
W.
,
1997
, “
Integrated Photovoltaic Maximum Power Point Tracking Converter
,”
IEEE Trans. Ind. Electron.
,
44
(
6
), pp.
769
773
. 10.1109/41.649937
132.
Ahmad
,
J.
,
2010
, “
A Fractional Open Circuit Voltage Based Maximum Power Point Tracker for Photovoltaic Arrays
,”
International Conference on Soft Technology and Engineering (ICSTE)
,
San Juan, PR
,
Oct. 3–5
, pp.
247
250
.
133.
Mentaly
,
L. E.
,
Amghar
,
A.
, and
Sahsah
,
H.
,
2017
, “
Comparision Between HC, FOCV and TG MPPT Algorithms for PV Solar Systems Using Buck Converter
,”
2017 International Conference on Wireless Technologies, Embedded and Intelligent Systems (WITS)
,
Fez, Morocco
,
Apr. 19–20
,
IEEE
, pp.
1
5
.
134.
Harish
,
S.
,
Sarath
,
S. S.
,
Burugula
,
V.
,
Ganesh Moorthy
,
J.
, and
Raja
,
P.
,
2017
, “
Design and Performance Enhancement of Small Scale Solar PV fed PMDC Motor Based Water Pumping System Using PI Controlled FOCV Method
,”
IEEE International Conference on Technological Advancements in Power and Energy (TAP Energy)
,
Kollam, India
,
Dec. 21–23
, pp.
1
6
.
135.
Bekker
,
B.
, and
Beukes
,
H. J.
,
2004
, “
Finding an Optimal PV Panel Maximum Power Point Tracking Method
,”
Proceedings of 7th AFRICON Conference
,
Gaborone, Botswana
,
Sept. 15–17
, pp.
1125
1129
.
136.
Hart
,
G. W.
,
Branz
,
H. M.
, and
Cox
,
C. H.
,
1984
, “
Experimental Tests of Open Loop Maximum-Power-Point Tracking Techniques
,”
Sol. Cells
,
13
(
2
), pp.
185
195
. 10.1016/0379-6787(84)90008-5
137.
Yuvarajan
,
X. S.
,
2003
, “
Photovoltaic Power Converter With a Simple Maximum-Power-Point-Tracker
,”
Proceedings of the International Symposium on Circuits and Systems
,
Bangkok, Thailand
,
May 25–28
, pp.
399
402
.
138.
Sher
,
H. A.
,
Murtaza
,
A.
,
Noman
,
A.
, and
Addoweesh
,
K.
,
2015
, “
An Intelligent Control Strategy of Fractional Short Circuit Current Maximum Power Point Tracking Technique for Photovoltaic Applications
,”
J. Renewable Sustainable Energy
,
7
, pp.
1
15
. 10.1063/1.4906982
139.
Husain
,
M. A.
,
Tariq
,
A.
, and
Hameed
,
S.
,
2016
, “
Comparative Assessment of Maximum Power Point Tracking Procedures for Photovoltaic Systems
,”
Green Energy Environ.
, pp.
1
13
. 10.1016/j.gee.2016.11.001
140.
Shebani
,
M. M.
,
Iqbal
,
T.
, and
Quaicoe
,
J. E.
,
2016
, “
Comparision Bisection Numerical Algorithm With Fractional Short Circuit Current and Open Circuit Voltage Methods for MPPT Photovoltaic Systems
,”
IEEE Electrical Power and Energy Conference (EPEC)
,
Ottawa, ON, Canada
,
Oct. 12–14
, pp.
1
5
.
141.
Aboudrar
,
E.
,
Hani
,
S. E.
,
Mediouni
,
H.
, and
Bennis
,
N.
,
2017
, “
Hybrid Algorithm and Active Filtering Dedicated to the Optimization and the Improvement of Photovoltaic System Connected to Grid Energy Quality
,”
Int. J. Renewable Energy Res.
,
7
(
2
), pp.
894
900
.
142.
Sher
,
H. A.
,
Murtaza
,
A. F.
,
Noman
,
A.
,
Addoweesh
,
K. E.
,
Al-Haddad
,
K.
,
Chiaberge
,
M.
,
2015
, “
A New Sensorless Hybrid MPPT Algorithm Based on Fractional Short-Circuit Current Measurement and P&O MPPT
,”
IEEE Trans. Sustainable Energy
,
6
(
4
), pp.
1426
1434
. 10.1109/TSTE.2015.2438781
143.
Josalin
,
J. J.
, and
Charles
,
S. R.
,
2017
, “
Design of Photovoltaic Based Battery Charger Using Sliding Mode MPPT Control
,”
IEEE Conference on i-PACT
,
Vellore, India
,
Apr. 21–22
, pp.
1
7
.
144.
Rekioua
,
D.
,
Achour
,
A. Y.
, and
Rekioua
,
T.
,
2013
, “
Tracking Power Photovoltaic System With Sliding Mode Control
,”
Energy Procedia
,
36
, pp.
219
230
. 10.1016/j.egypro.2013.07.025
145.
Levron
,
Y.
, and
Shmilovitz
,
D.
,
2013
, “
Maximum Power Point Tracking Employing Sliding Mode Control
,”
IEEE Trans. Circuits Syst. Regul. Pap.
,
60
(
3
), pp.
724
732
. 10.1109/TCSI.2012.2215760
146.
Chu
,
C. C.
, and
Chen
,
C. L.
,
2009
, “
Robust Maximum Power Point Tracking Method for Photovoltaic Cells: A Sliding Mode Control Approach
,”
Sol. Energy
,
83
(
8
), pp.
1370
1378
. 10.1016/j.solener.2009.03.005
147.
Cortajarena
,
J. A.
,
Barambones
,
O.
,
Alkorta
,
P.
, and
De Marcos
,
J.
,
2017
, “
Sliding Mode Control of Grid Tied Single Phase Inverter in a Photovoltaic MPPT Application
,”
Sol. Energy
,
155
, pp.
793
804
. 10.1016/j.solener.2017.07.029
148.
Montoya
,
D. G.
,
Ramos-Paja
,
C. A.
, and
Giral
,
R.
,
2016
, “
Improved Design of Sliding Mode Controllers Based on the Requirements of MPPT Techniques
,”
IEEE Trans. Power Electron.
,
31
(
1
), pp.
235
247
. 10.1109/TPEL.2015.2397831
149.
Pahari
,
O. P.
, and
Subudhi
,
B.
,
2018
, “
Integral Sliding Mode-Improved Adaptive MPPT Control Scheme for Suppressing Grid Current Harmonics for PV System
,”
IET Renew. Pow. Gener.
,
12
(
16
), pp.
1904
1914
. 10.1049/iet-rpg.2018.5215
150.
Pradhan
,
R.
, and
Subudhi
,
B.
,
2016
, “
Double Integral Sliding Mode MPPT Control of a Photovoltaic System
,”
IEEE Trans. Control Syst. Technol.
,
24
(
1
), pp.
284
292
. 10.1109/TCST.2015.2420674
151.
Bianconi
,
E.
,
Calvente
,
J.
,
Giral
,
R.
,
Mamarelis
,
E.
,
Petrone
,
G.
,
Ramos-Paja
,
C. A.
,
Spagnuolo
,
G.
, and
Vitelli
,
M.
,
2013
, “
A Fast Current-Based MPPT Technique Employing Sliding Mode Control
,”
IEEE Trans. Ind. Electron.
,
60
(
3
), pp.
1168
1178
. 10.1109/TIE.2012.2190253
152.
Meng
,
Z.
,
Shao
,
W.
,
Tang
,
J.
, and
Zhou
,
H.
,
2018
, “
Sliding-mode Control Based on Index Control Law for MPPT in Photovoltaic Systems
,”
CES Trans. Electr. Mach. Syst.
,
2
(
3
), pp.
303
311
. 10.30941/cestems.2018.00038
153.
Taouni
,
A.
,
Abbou
,
A.
,
Akherraz
,
M.
,
Ouchatti
,
A.
, and
Majdoul
,
R.
,
2016
, “
MPPT Design for Photovoltaic System Using Backstepping Control With Boost Converter
,”
IEEE Conference on IRSEC
,
Marrakech, Morocco
,
Nov. 14–17
, pp.
469
475
.
154.
Rehman
,
U.
,
2018
, “
Design and Simulations of Backstepping Based Non-Linear Control for MPPT in PV Systems
,”
IEEE Conference on IMTIC
,
Jamshoro, Pakistan
,
Apr. 25–27
, pp.
1
8
.
155.
Martin
,
A.
, and
Vazquez
,
J.
,
2015
, “
MPPT Algorithms Comparison in PV Systems P&O, PI, Neuro-Fuzzy and Backstepping Controls
,”
IEEE Conference
,
Seville, Spain
,
Mar. 17–19
, pp.
2841
2847
.
156.
Abouobaida
,
H.
,
Cherkaoui
,
M.
, and
Ouassaid
,
M.
,
2011
, “
Robust Maximum Power Point Tracking for Photovoltaic Cells: A Backstepping Mode Control Approach
,”
International Conference on Multimedia Computing and Systems IEEE
,
Ouarzazate, Morocco
,
Apr. 7–9
, pp.
1
4
.
157.
Iftikhar
,
R.
,
Ahmad
,
I.
,
Arsalan
,
M.
,
Naz
,
N.
,
Ali
,
N.
, and
Armghan
,
H.
,
2018
, “
MPPT for Photovoltaic System Using Nonlinear Controller
,”
Int. J. Photoenergy
, pp.
1
11
. 10.1155/2018/6979723
158.
Marhraoui
,
S.
,
Abbou
,
A.
,
Ziouh
,
A.
,
El hichami
,
N.
and
Rhaili
,
S. E.
,
2018
, “
Robust Integral Backstepping Approach for MPPT in Different Models of Solar Panel
,”
IEEE Conference on ICRERA
,
Paris, France
,
Oct. 14–17
, pp.
371
376
.
159.
Skik
,
N.
, and
Abbou
,
A.
,
2015
, “
Robust Maximum Power Point Tracking for Photovoltaic Cells Based on Robust Integral Backstepping Approach
,”
IEEE Conference
,
Marrakech, Morocco
,
Dec. 10–13
, pp.
1
6
.
160.
Kokare
,
A.
, and
Patil
,
S.
,
2017
, “
Implementation of a Highly Efficient MPPT Technique for a PV System Using SEPIC Converter
,”
IEEE Conference on Information, Communication, Instrumentation and Control (ICICIC)
,
Indore, India
,
Aug. 17–19
, pp.
1
5
.
161.
Li
,
X.
,
Wen
,
H.
,
Jiang
,
L.
,
Xiao
,
W.
,
Du
,
Y.
, and
Zhao
,
C.
,
2016
, “
An Improved MPPT Method for PV System with Fast-Converging Speed and Zero Oscillation
,”
IEEE Trans. Ind. Appl.
,
52
(
6
), pp.
5051
5064
. 10.1109/TIA.2016.2599899
162.
Jain
,
S.
, and
Agarwal
,
V.
,
2004
, “
A New Algorithm for Rapid Tracking of Approximate Maximum Power Point in Photovoltaic Systems
,”
IEEE Power Electron Lett.
,
2
(
1
), pp.
16
19
. 10.1109/lpel.2004.828444
163.
Jain
,
S.
, and
Agarwal
,
V.
,
2007
, “
New Current Control Based MPPT Technique for Single Stage Grid Connected PV Systems
,”
Energy Convers. Manage.
,
48
(
2
), pp.
625
644
. 10.1016/j.enconman.2006.05.018
164.
Li
,
X.
,
Wen
,
H.
,
Jiang
,
L.
,
Hu
,
Y.
, and
Zhao
,
C.
,
2016
, “
An Improved Beta Method With Autoscaling Factor for Photovoltaic System
,”
IEEE Trans. Ind. Appl.
,
52
(
5
), pp.
4281
4291
. 10.1109/TIA.2016.2584584
165.
Li
,
X.
,
Wen
,
H.
, and
Hu
,
Y.
,
2016
, “
Evaluation of Different Maximum Power Point Tracking (MPPT) Techniques Based on Practical Meteorological Data
,”
International Conference on Renewable Energy Research and Applications (ICRERA)
,
Birmingham, UK
,
Nov. 20–23
, pp.
696
701
.
166.
Li
,
X.
, and
Wen
,
H.
,
2016
, “
A Fuzzy Logic Controller with Beta Parameter for Maximum Power Point Tracking of Photovoltaic Systems
,”
IEEE Conference (IPEMC-ECCE)
.
167.
Mei
,
Q.
,
Shan
,
M.
,
Liu
,
L.
, and
Guerrero
,
J. M.
,
2011
, “
A Novel Improved Variable Step-Size Incremental-Resistance MPPT Method for PV Systems
,”
IEEE Trans. Ind. Electron.
,
58
(
6
), pp.
2427
2434
. 10.1109/TIE.2010.2064275
168.
Sreekanth
,
S.
, and
Moses
,
A. C.
,
2014
, “
A Comparative and Analytical Study of DC/DC Converter in Incremental MPPT
,”
IEEE International Conference on Circuits, Power and Technologies (ICCPCT)
, pp.
827
831
.
169.
Shanifa
,
B. S.
,
Johnson
,
M.
, and
Vincent
,
G.
,
2016
, “
A High Performance Instantaneous Resistance Maximum Power Point Tracking Algorithm
,”
IEEE Conference
,
Patiala, India
,
Nov. 17–19
, pp.
1
5
.
170.
Ahmed
,
E. M.
, and
Shoyama
,
M.
,
2011
, “
Scaling Factor Design Issues in Variable Step Size Incremental Resistance MPPT in PV Systems
,”
IEEE PEDS
,
Singapore
,
Dec. 5–8
, pp.
889
894
.
171.
Ahmed
,
E. M.
, and
Shoyama
,
M.
,
2011
, “
Novel Stability Analysis of Variable Step Size Incremental Resistance INR MPPT for PV Systems
,”
IEEE Conference
,
Melbourne, VIC, Australia
,
Nov. 7–10
, pp.
3894
3899
.
172.
Ahmed
,
E. M.
,
Orabi
,
M.
, and
Shoyama
,
M.
,
2013
, “
High Efficient Variable Step Size Incremental Resistance Maximum Power Point Tracker for PV Battery Charging Applications
,”
IEEE Conference
,
Denver, CO
,
Sept. 15–19
, pp.
2435
2439
.
173.
Zhang
,
L.
,
Hurley
,
W. G.
, and
Wölfle
,
W. H.
,
2011
, “
A New Approach to Achieve Maximum Power Point Tracking for PV System With a Variable Inductor
,”
IEEE Trans. Power Electron.
,
26
(
4
), pp.
1031
1037
. 10.1109/TPEL.2010.2089644
174.
Zhang
,
L.
,
Hurley
,
W. G.
, and
Wolfle
,
W. H.
,
2010
, “
A New Approach to Achieve Maximum Power Point Tracking for PV System With a Variable Inductor
,”
IEEE International Symposium on Power Electronics for Distributed Generation Systems
,
Hefei, China
,
June 16–18
, pp.
948
952
.
175.
Deshpande
,
A. S.
, and
Patil
,
S. L.
,
2016
, “
Performance Verification of Ripple Correlation Control for Solar PV Application
,”
IEEE Conference
,
Patiala, India
,
Nov. 17–19
, pp.
1
5
.
176.
Ferdous
,
S. M.
,
Shafiullah
,
G. M.
,
Oninda
,
M. A. M.
,
Shoeb
,
M. A.
, and
Jamal
,
T.
,
2017
, “
Close Loop Compensation Technique for High Performance MPPT Using Ripple Correlation Control
,”
IEEE Conference (AUPEC)
,
Melbourne, VIC, Australia
,
Nov. 19–22
, pp.
1
6
.
177.
Bazzi
,
A. M.
, and
Krein
,
P. T.
,
2014
, “
Ripple Correlation Control: an Extremum Seeking Control Perspective for Real-Time Optimization
,”
IEEE Trans. Power Electron.
,
29
(
2
), pp.
988
995
. 10.1109/tpel.2013.2256467
178.
Bazzi
,
A. M.
, and
Krein
,
P. T.
,
2011
, “
Concerning “Maximum Power Point Tracking for Photovoltaic Optimization Using Ripple-Based Extremum Seeking Control
,”
IEEE Trans. Power Electron.
,
26
(
6
), pp.
1611
1612
. 10.1109/TPEL.2010.2093605
179.
Ziouh
,
A.
, and
Abbou
,
A.
,
2016
, “
Comparision of two MPPT Methods Fuzzy Logic and Ripple Correlation Control for the Application of LED Lighting Supplied by Photovoltaic Panels Grid
,”
IEEE Conference
,
Marrakech, Morocco
,
Nov. 14–17
, pp.
492
498
.
180.
Trivedi
,
A.
,
Gupta
,
A.
,
Pachauri
,
R. K.
, and
Chauhan
,
Y. K.
,
2016
, “
Comparison of Perturb & Observe and Ripple Correlation Control MPPT Algorithms for PV Array
,”
IEEE International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)
,
Delhi, India
,
July 4–6
, pp.
1
5
.
181.
Boonmee
,
C.
, and
Kumsuwan
,
Y.
,
2015
, “
Implementation of Ripple Correlation Control MPPT for Single-Phase VSI Grid-Connected PV Systems
,”
IEEE Conference
,
Hua Hin, Thailand
,
June 24–27
, pp.
1
6
.
182.
Costabeber
,
A.
,
Carraro
,
M.
, and
Zigliotto
,
M.
,
2015
, “
Convergence Analysis and Tuning of Sliding-Mode Ripple-Correlation MPPT
,”
IEEE Trans. Energy Convers.
,
30
(
2
), pp.
696
706
. 10.1109/TEC.2014.2371873
183.
Bhide
,
P.
, and
Bhat
,
S. R.
,
1992
, “
Modular Power Conditioning Unit for Photovoltaic Applications
,”
IEEE Conference
,
Toledo, Spain
,
June 29–July 3
, pp.
708
713
.
184.
Hou
,
C. L.
,
Wu
,
J.
,
Zhang
,
M.
,
Yang
,
J. M.
, and
Li
,
J. P.
,
2004
, “
Application of Adaptive Algorithm of Solar Cell Battery Charger
,”
IEEE International Conference on Electric Utility Deregulation, Rest and Power Technologies (DRPT)
,
Hong Kong, China
,
Apr. 5–8
, pp.
810
813
.
185.
Sugimoto
,
H.
, and
Dong
,
H.
,
1997
, “
A New Scheme for Maximum Photovoltaic Power Tracking Control
,”
IEEE Conference
,
Nagaoka, Japan
,
Aug. 6
, pp.
691
696
.
186.
Chiang
,
S. T.
,
Chang
,
K. T.
, and
Yen
,
C. Y.
,
1998
, “
Residential Photovoltaic Energy Storage System
,”
IEEE Trans. Ind. Electron.
,
45
(
3
), pp.
385
394
. 10.1109/41.678996
187.
Bleijs
,
J. A. M.
, and
Gow
,
J. A.
,
2001
, “
Fast Maximum Power Point Control of Current-fed DC-DC Converter for Photovoltaic Arrays
,”
Electron Letr.
,
37
(
1
), pp.
5
6
. 10.1049/el:20010007
188.
Zhou
,
D.
,
Zhengming
,
Z.
,
Eltawil
,
M.
, and
Liqiang
,
Y.
,
2008
, “
Design and Control of Three-Phase Grid-Connected Photovoltaic System with Developed Maximum Power Point Tracking
,”
IEEE Applied Power Electronics Conference and Exposition (APEC)
,
Austin, TX
,
Feb. 24–28
, pp.
973
979
.
189.
Shmilovitz
,
D.
,
2005
, “
On the Control of Photovoltaic Maximum Power Point Tracker via Output Parameters
,”
IEE Proc. Electr. Pow. Appl.
,
152
(
2
), pp.
239
248
. 10.1049/ip-epa:20040978
190.
Arias
,
J.
,
Linera
,
F. F.
,
Ramos
,
J. M.
,
Pernia
,
A. M.
, and
Cambronero
,
J.
,
2004
, “
A Modular PV Regulator Based on Microcontroller with Maximum Power Point Tracking
,”
IEEE IAS
,
Seattle, WA
,
Oct. 3–7
, pp.
1178
1184
.
191.
Kislovski
,
A. S.
, and
Redl
,
R.
,
1994
, “
Maximum Power-Tracking Using Positive Feedback
,”
IEEE Conference
,
Taipei, Taiwan
,
June 20–25
, pp.
1065
1068
.
192.
Valderrama-Blavi
,
H.
,
Alonso
,
C.
,
Martinez-Salamero
,
L.
,
Singer
,
S.
,
Estibals
,
B.
, and
Maixe-Altes
,
J.
,
2002
, “
AC-LFR Concept Applied to Modular Photovoltaic Power Conversion Chains
,”
IEE Proc. Electr. Power. Appl.
,
149
(
6
), pp.
441
448
. 10.1049/ip-epa:20020479
193.
Solodovnik
,
E. V.
,
Liu
,
S.
, and
Dougal
,
R. A.
,
2004
, “
Power Controller Design for Maximum Power Tracking in Solar Installations
,”
IEEE Trans. Power Electron.
,
19
(
5
), pp.
1295
1304
. 10.1109/TPEL.2004.833457
194.
Altas
,
I. H.
, and
Sharaf
,
A. M.
,
1996
, “
A Novel on-Line MPP Search Algorithm for PV Arrays
,”
IEEE Trans. Energy Convers.
,
11
(
4
), pp.
748
754
. 10.1109/60.556374
195.
Altas
,
I. H.
, and
Sharaf
,
A. M.
,
2007
, “
A Novel Photovoltaic on-Line Search Algorithm for Maximum Energy Utilization
,”
International Conference on Communication, Computer and Power (ICCCP)
,
Oman
,
Feb. 19–21
, pp.
1
6
.
196.
Zhang L
,
Y. U. S. S.
,
Fernando
,
T.
,
Iu
,
H. H.-C.
, and
Wong
,
K. P.
,
2018
, “
An Online Maximum Power Point Capturing Technique for High-Efficiency Power Generation of Solar Photovoltaic Systems
,”
J. Mod. Power. Syst. Clean Energy
, pp.
1
12
. 10.1007/s40565-018-0440-2
197.
Duru
,
H. T.
,
2006
, “
A Maximum Power Tracking Algorithm Based on Impp = f(Pmax) Function for Matching Passive and Active Loads to a Photovoltaic Generator
,”
Sol. Energy
,
80
(
7
), pp.
812
822
. 10.1016/j.solener.2005.05.016
198.
Ghaisari
,
J.
,
Habibi
,
M.
, and
Bakhshai
,
A.
,
2007
, “
An MPPT Controller Design for Photovoltaic (PV) Systems Based on the Optimal Voltage Factor Tracking
,”
IEEE Canada Electrical Power Conference
,
Montreal, Quebec, Canada
,
Oct. 25–26
, pp.
359
362
.
199.
Hasnaoui
,
M.
,
Abdelghani
,
A. B.
, and
Belkhodja
,
I. S.
,
2016
, “
Implementation of a PV Panel Model Based on the Look-up Tables Method for a PV Generator Emulator
,”
Proceedings of the International Conference on Recent Advances in Electrical Systems
,
Hammamet, Tunisia
,
Dec. 20–22
,
290
295
.
200.
Ilyas
,
A.
, and
Khan
,
M. R.
,
2015
, “
Ayyub M. Lookup Table Based Modeling and Simulation of Solar Photovoltaic System
,”
INDICON
,
New Delhi, India
,
Dec. 17–20
, pp.
1
6
.
201.
Malathy
,
S.
, and
Ramaprabha
,
R.
,
2013
, “
Maximum Power Point Tracking Based on Look up Table Approach
,”
Adv. Mater. Res.
,
768
, pp.
124
130
. 10.4028/www.scientific.net/AMR.768.124
202.
Karami
,
N.
,
Moubayed
,
N.
, and
Outbib
,
R.
,
2017
, “
General Review and Classification of Different MPPT Techniques
,”
Renewable Sustainable Energy Rev.
,
68
, pp.
1
18
. 10.1016/j.rser.2016.09.132
203.
Verma
,
D.
,
Nema
,
S.
,
Shandilya
,
A. M.
,
Dash
,
S. K.
,
2016
, “
Maximum Power Point Tracking (MPPT) Techniques: Recapitulation in Solar Photovoltaic System
,”
Renewable Sustainable Energy Rev.
,
54
, pp.
1018
1034
. 10.1016/j.rser.2015.10.068
204.
Kler
,
D.
,
Rana
,
K. P. S.
, and
Kumar
,
V.
,
2018
, “
A Nonlinear PID Controller Based Novel Maximum Power Point Tracker for PV Systems
,”
J. Franklin Inst.
,
355
(
16
), pp.
7827
7864
. 10.1016/j.jfranklin.2018.06.003
205.
Jiang
,
L. L.
,
Maskell
,
D. L.
, and
Patra
,
J. C.
,
2013
, “
A Novel ant Colony Optimization-Based Maximum Power Point Tracking for Photovoltaic Systems Under Partially Shaded Conditions
,”
Energy Build.
,
58
, pp.
227
236
. 10.1016/j.enbuild.2012.12.001
206.
Kumar
,
N.
,
Hussain
,
I.
,
Singh
,
B.
,
Panigrahi
,
B. K.
,
2017
, “
MPPT in Dynamic Condition of Partially Shaded PV System Using WODE Technique
,”
IEEE Trans. Sustainable Energy
,
8
(
3
), pp.
1204
1214
. 10.1109/TSTE.2017.2669525
207.
Li
,
H.
,
Yang
,
D.
,
Su
,
W.
,
Lu
,
J.
, and
Yu
,
X.
,
2019
, “
An Overall Distribution Particle Swarm Optimization MPPT Algorithm for Photovoltaic System Under Partial Shading
,”
IEEE Trans. Ind. Electron.
,
66
(
1
), pp.
265
275
. 10.1109/TIE.2018.2829668
208.
Kumar
,
N.
,
Hussain
,
I.
,
Singh
,
B.
,
Panigrahi
,
B. K.
,
2017
, “
Single Sensor Based MPPT for Partially Shaded Solar Photovoltaic by Using Human Psychology Optimization Algorithm
,”
IET Gener. Transm. Distrib.
,
11
(
10
), pp.
2562
2574
. 10.1049/iet-gtd.2016.1497
209.
Rezk
,
H.
,
Fathy
,
A.
, and
Abdelaziz
,
A. Y.
,
2017
, “
A Comparison of Different Global MPPT Technique Based on Meta-Heuristic Algorithm for Photovoltaic System Subjected to Partial Shading Condition
,”
Renewable Sustainable Energy Rev.
,
74
, pp.
377
386
. 10.1016/j.rser.2017.02.051
210.
Benyouces
,
A. S.
,
Chouder
,
A.
,
Kara
,
K.
,
Silvestre
,
S.
, and
Sahed
,
O. A.
,
2015
, “
Artificial bee Colony Based Algorithm for Maximum Power Point Tracking Algorithm (MPPT) for PV System Operating Under Partial Shaded Conditions
,”
Appl. Soft Comput.
,
32
, pp.
38
48
. 10.1016/j.asoc.2015.03.047
211.
Abdalla
,
O.
,
Rezk
,
H.
, and
Ahmed
,
E. M.
,
2019
, “
Wind Driven Optimization Algorithm Based Global MPPT for PV System Under non Uniform Solar Irradiance
,”
Sol. Energy
,
180
, pp.
429
444
. 10.1016/j.solener.2019.01.056
212.
Pilakkat
,
D.
, and
Kanthalakshmi
,
S.
,
2019
, “
An Improved P&O Algorithm Integrated With Artificial Bee Colony for Photovoltaic System Under Partial Shading Condition
,”
Sol. Energy
,
178
, pp.
37
47
. 10.1016/j.solener.2018.12.008
213.
Çelik
,
Ö.
, and
Teke
,
A.
,
2017
, “A
Hybrid MPPT Method for Grid Connected Photovoltaic System Under Rapidly Changing Atmospheric Conditions
,”
Electr. Power Syst. Res.
,
152
, pp.
194
210
. 10.1016/j.epsr.2017.07.011
214.
Eltamaly
,
A. M.
, and
Farh
,
H. M. H.
,
2019
, “
Dynamic Global Maximum Power Point Tracking of the PV Systems Under Variant Partial Shading Using Hybrid GWO-FLC
,”
Sol. Energy
,
177
, pp.
306
316
. 10.1016/j.solener.2018.11.028
215.
Tang
,
C. Y.
,
Lin
,
S. H.
, and
Ou
,
S. Y.
,
2017
, “
Design and Implementation of a Hybrid Maximum Power Point Tracker in Solar Power System Under Partially Shaded Condition
,”
IEEE Conference
,
Kaohsiung, Taiwan
,
June 3–7
, pp.
900
905
.
216.
El-Helw
,
H. M.
,
Magdy
,
A.
, and
Marei
,
A. M.
,
2017
, “
A Hybrid Maximum Power Point Tracking Technique for Partially Shaded Photovoltaic Arrays
,”
IEEE Access
,
5
, pp.
11900
11908
. 10.1109/ACCESS.2017.2717540
217.
Rizzo
,
S. A.
, and
Scelba
,
G.
,
2015
, “
ANN Based MPPT Method for Rapidly Variable Shading Condition
,”
Appl. Energy
,
145
, pp.
124
132
. 10.1016/j.apenergy.2015.01.077
218.
Kofinas
,
P.
,
Dounis
,
A. I.
,
Papadakis
,
G.
, and
Assimakopoulos
,
M. N.
,
2015
, “
An Intelligent MPPT Controller Based on Direct Neural Control for Partially Shaded PV Systems
,”
Energy Buid.
,
90
, pp.
51
64
. 10.1016/j.enbuild.2014.12.055
219.
Aouchiche
,
N.
,
Aitcheikh
,
M. S.
,
Becheris
,
M.
, and
Ebrahim
,
M. A.
,
2018
, “
AI-Based Global MPPT for Partial Shaded Grid Connected PV Plant via MFO Approach
,”
Sol. Energy
,
171
, pp.
593
603
. 10.1016/j.solener.2018.06.109
220.
Elobaid
,
L. M.
,
Abdelsalam
,
A. K.
, and
Zakzouk
,
E. E.
,
2015
, “
Artificial Neural Network-Based Photovoltaic Maximum Power Point Tracking Technique: a Survey
,”
IET Renew. Power Gener.
,
9
(
8
), pp.
1043
1063
. 10.1049/iet-rpg.2014.0359
221.
Alik
,
R.
, and
Jusoh
,
A.
,
2018
, “
An Enhanced P&O Checking Algorithm MPPT for High Tracking Efficiency of Partially Shaded PV Module
,”
Sol. Energy
,
163
, pp.
570
580
. 10.1016/j.solener.2017.12.050
222.
Qi
,
J.
,
Zhang
,
Y.
, and
Chen
,
Y.
,
2014
, “
Modeling and Maximum Power Point Tracking (MPPT) Method for PV Array Under Partial Shade Conditions
,”
Renewable Energy
,
66
, pp.
337
345
. 10.1016/j.renene.2013.12.018
223.
Kotti
,
R.
, and
Shireen
,
W.
,
2015
, “
Efficient MPPT Control for PV Systems Adaptive to Fast Changing Irradiation and Partial Shading Conditions
,”
Sol. Energy
,
114
, pp.
397
407
. 10.1016/j.solener.2015.02.005
224.
Ji
,
Y. H.
,
Jung
,
D. Y.
,
Kim
,
J. G.
,
Kim
,
J.-H.
,
Lee
,
T.-W.
, and
Won
,
C.-Y.
et al,
2011
, “
A Real Maximum Power Point Tracking Method for Mismatching Compensation in PV Array Under Partially Shaded Condition
,”
IEEE Trans. Power Electron.
,
26
(
4
), pp.
1001
1009
. 10.1109/TPEL.2010.2089537
225.
Alajmi
,
B. N.
,
Ahmed
,
K. H.
,
Finny
,
S. J.
, and
Williams
,
B. W.
,
2013
, “
A Maximum Power Point Technique for Partially Shaded Photovoltaic Systems in Micro Grid
,”
IEEE Trans. Ind. Electron.
,
60
(
4
), pp.
1596
1606
. 10.1109/TIE.2011.2168796
226.
Bouilouta
,
A.
,
Mellit
,
A.
, and
Kalogirou
,
S. A.
,
2013
, “
New MPPT Method for Stand-Alone Photovoltaic Systems Operating Under Partially Shaded Conditions
,”
Energy
,
55
, pp.
1172
1185
. 10.1016/j.energy.2013.03.038
227.
Martin
,
A. D.
,
Vazquez
,
J. R.
, and
Cano
,
J. M.
,
2018
, “
MPPT in PV Systems Under Partial Shading Conditions Using Artificial Vision
,”
Electr. Power. Syst. Res.
,
162
, pp.
89
98
. 10.1016/j.epsr.2018.05.005
228.
Hu
,
Y.
,
Cao
,
W.
,
Wu
,
J.
,
Ji
,
B.
,
Holliday
,
D.
,
2014
, “
Thermography-Based Virtual MPPT Scheme for Improving PV Energy Efficiency Under Partial Shading Conditions
,”
IEEE Trans. Power Electron.
,
29
(
11
), pp.
5667
5672
. 10.1109/TPEL.2014.2325062
229.
Seyedmahmoudian
,
M.
,
Rahmani
,
R.
,
Mekhiles
,
S.
,
Oo
,
A. M. T.
,
Stojcevski
,
A.
,
Soon
,
T. K.
, and
Ghandhari
,
A. S.
,
2015
, “
Simulation and Hardware Implementation of new Maximum Power Point Tracking Technique for Partially Shaded PV System Using Hybrid DEPSO Method
,”
IEEE Trans. Sustainable Energy
,
6
(
3
), pp.
850
862
. 10.1109/TSTE.2015.2413359
230.
Yadav
,
A. K.
, and
Gaur
,
P.
,
2019
, “
Modified IMC Technique for Nonlinear Uncertain Milling CNC Machine Tool System
,”
Arab. J. Sci. Eng.
, pp.
1
16
. 10.1007/s13369-019-03984-7
231.
Yadav
,
A. K.
, and
Gaur
,
P.
,
2016
, “
Improved Self-Tuning Fuzzy Proportional-Integral Derivative Versus Fuzzy-Adaptive Proportional–Integral–Derivative for Speed Control of Nonlinear Hybrid Electric Vehicles
,”
ASME J. Comput. Nonlinear Dyn.
,
11
(
6
), p.
061013
. 10.1115/1.4033685
232.
Neath
,
M. J.
,
Swain
,
A. K.
,
Madawala
,
U. K.
, and
Thrimawithana
,
D. J.
,
2014
, “
An Optimal PID Controller for a Bidirectional Inductive Power Transfer System Using Multiobjective Genetic Algorithm
,”
IEEE Trans. Power Electron.
,
29
(
3
), pp.
1523
1531
. 10.1109/TPEL.2013.2262953
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