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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 5376
DEVELOPMENT OF MULTITEST SYSTEM FOR SOLAR PV
C. Malathi1, U. Nithya2, S. Suganya3, Dr. D. Prince Winston4
1,2,3 UG Scholars, Dept. of EEE, Kamaraj College of Engineering & Technology, Madurai, Tamil Nadu, India.
4 Associate Professor, Dept. of EEE, Kamaraj College of Engineering & Technology, Madurai, Tamil Nadu, India.
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Now-a-days, solar panels are soaring, which
helps to reduce co2 emissions at electricity plants. Overtime,
solar panels may develop defects which can be easily fixed. In
some instances, noticeablechangesinvisualappearanceof the
cells occur, such as the ‘micro cracks or discolouration ’. These
defects can cause a severe drop in energy production. In this
paper, the defects of the solar cells are determined by
analyzing the thermal images. Defect are classified using
MATLAB software. For this purpose, an algorithm was
designed to perform IR image analysis. We have analyze the
quality types (Bus Strength, Glass Quality, Cell Quality, TPT
Materials). Finally to predict the Percentage defect, panel
quality and age of a solar PV panels.
Key Words: MATLAB Software, Percentage Defect,
Percentage Quality, Efficiency and Age, Solar PV.
1. INTRODUCTION
The solar energy is the energy obtained by capturing heat
and light from the sun. The method of obtaining electricity
from sunlight is referred to as the referred to as the
photovoltaic method. This is achievedusinga semiconductor
material.
Photo voltaic cells or PV cells convert sunlight directly into
DC electrical energy. The performance of the solar panel is
determined by the cell type and characteristics of the silicon
used, with the two main types being mono crystalline and
polycrystalline silicon.
Solar photovoltaic or ‘PV’ panels are made using the 6 main
components described below and assembled in advanced
manufacturing facilities with extreme accuracy. In this
article we will focus on panels made using silicon crystalline
solar cells which are by far the most common and highest
performing solar technology availabletoday.Thereareother
solar PV technologies available such as thin film and screen
printed cells but we will not be discussing these astheyhave
limited use or are still in development.
In this paper we make the following contribution. We
proposed and developed an algorithmtofindthePercentage
Defect, Percentage Quality, Age and Efficiency.
2. BLOCK DIAGRAM
Test
Centre
Standard
Test
condition
(STC
Condition)
Normal
Operating
Cell
Temperature
(NOCT
Condition)
Percentage
defect
Age
Efficiency
IRTI
Overall
Quality(A,C,
D)
Deviation In
Power
Fig – 1: Block Diagram of Multi test System
3. BLOCK DIAGRAM DESCRIPTION
The above block diagram we using a test center (Solar
panel). The test center consists of two inputs like STC
condition and NTOC condition. From these STC and NTOC
conditions, the Isc , Voc, Vmp, Imp and Pmax of the panel is
found out using these test center. Efficiency andDeviationin
power is calculated by using these parameters. The IRTI
value of the solar PV panel is determined by MATLAB
software. We have undergone three process the first one
regards the acquisition of an IR image of a well-working PV
module. The second case regards the acquisition of an IR
image of a bad working PV module. The third one regards
the acquisition of an IR image, about the health of PV
module.Over all quality is assumed by the different ranges
from the solar panel. Finally, we calculate the age and
percentage defect of the solar PV panel.
4. STC CONDITION
In a dark room, the 1000W light(2) is focused in a panel and
we take the readings such as Maximum Power (Pmax),Open
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 5377
circuit voltage (Voc), Short circuit current (Isc), Maximum
power output voltage (Vmp), Maximum Power output
current (Imp) and efficiency depends upon the area of the
panel. This readings are taken at this time irradiation
(1000W/m²) and Cell tampertaure (25:c) is constant.
Fig – 2: STC SETUP
Compare the original specification and STC condition. We
taken the readings are high STC and Low STC condition and
we found the parameters like Panel Quality, Percentage
defect, Efficiency and age.
Table -1: Comparison at various STC conditions
Parameter Original
panel
specification
High STC
Condition
Low STC
Condition
Maximum
Power
10 9.34 5.55
Panel quality
(%)
100 99.2 95
Percentage
defect (%)
0.8%/year 0.8 4
Efficiency
(%)
16 15.26 9.27
Age (years) - 1 5
5. NTOC CONDITION
Sunlight is focused in polycrystalline solar panel tested in
NTOC condition. The panels are focused at an angle 30:
facing south. The Panel are connected in series then observe
the short circuit current for these panel using clamp meter
and find out for open circuit voltage. By using pyranometer
we find out the Irradiation value. Thermal image camera is
used to find out the temperature of these panels. compare
the original specification and STC condition. We taken the
readings are high NTOC and Low NTOC condition and we
found the parameters like Panel Quality, Percentage defect,
Efficiency and age.
Table -1: Comparison at various NTOC conditions
Parameter Original
specification
for NTOC
High NTOC
Condition
Low NTOC
condition
Maximum
Power
(Pmax)
10 7.41 3.09
IRTI value - 82.45 51.81
Panel
Quality (%)
100 62 22
Percentage
Defect (%)
0.8%/year 37 78
Efficiency
(%)
16 12.44 5.44
Age (years) - 3 8
Fig – 3: NTOC SETUP
5.1 Formula
We can write a formula to find out the percentage defectand
age of the solar PV panel
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 5378
5.2 Advantages
The following are the advantages of the proposed method,
(1) Low Cost: The overall cost for testing the solar
panel is low. This makes it much economical.
Therefore, this helps to user to conduct frequent
test of the panel.
(2) Easy calculation of age: The age of the solar panel
can be calculated easily. This would help the userto
find whether the given panel is a new or an old one.
(3) Easy calculation of degradation: The degradationof
the solar panel can be calculated easily. Generally,
the panel will deviate by 1% each year. The reasons
are degradation of panel are heavy winds, snow
loads and other extreme climates.
(4) % Defect: The %detect of the solar panel can be
easily found out. The various defectsmaybe broken
solar panel, glass scratches, misplaced alignment of
string on the solar panel, solar modules with some
external particles etc.
5.3 Limitation
The cost of the equipment such as Thermal image camera,
Pyronometer which are used for testing the panel is high.
Careful handling of equipment is required.
6. RESULT AND CONCLUSION
Solar power is a cost-sensitive market. This work promotes
the easy detection of faults and further, aids are the
rectification of faults. As a result of this, the efficiency of
solar panel will retain o its manufacturer specifications and
assists the customer satisfaction. This paperhaspresenteda
thermography based analysis of faults and the proposed
methodology was validated by both simulation and
experimental test results. Compared with existing methods
which detect only separate faults, this work has been made
the detection and classification of various combined faults.
Then calculate the Percentage Defect, Percentage Quality,
Age and Efficiency.
ACKNOWLEDGEMENT
We would like to thank our guide Dr. D. Prince Winston,
Professor of our department for guiding us to complete our
project.
REFERENCES
[1] Farhan Ali Khan, Brijesh Kumar Gautam, Sanjay Singh ,
”DETECTION OF DEFECTS IN SOLAR PANELS USING
THERMAL IMAGING BY PCA AND ICA METHOD”(2017),
International Research Journal of Engineering and
Technology(IRJET0), Volume:04 Issue:06.
[2] Singh, O. Jeba, D. Prince Winston, B. Chitti Babu, S.
Kalyani, B. Praveen, M. Saravanan Kumar,and S.Cynthia
Christabel. "Robust detection of real-timepowerquality
disturbances under noisy condition using FTDD."
AUTOMATIKA 60, no. 1 (2019): 11-18.
[3] Meenakshi Sundaram, B., Manikandan, B.V., Praveen
Kumar, B. et al. J. Electr. Eng. Technol. (2019) 14: 733.
https://doi.org/10.1007/s42835-018-00075-9
[4] Praveen, S., and D. Prince Winston. "Protection and
performance improvement of a photovoltaic power
system." Advances in Electronic and Electric
Engineering 4.1 (2014): 41-48.
[5] Pounraj, P., et al. "A continuous health monitoring
system for photovoltaic array using arduino
microcontroller." Circuits and Systems 7.11 (2016):
3494.
[6] Christabel, S. Cynthia, A. Srinivasan, and D. Prince
Winston. "Couple matching best generation algorithm
for partially shaded photovoltaic systems." Journal of
Electrical Engineering 16.3 (2016): 382-391.
[7] Christabel, S. Cynthia, etal."Reconfigurationsolutionfor
extracting maximum power in the aged solar PV
systems." Journal of Electrical Engineering 16.3 (2016):
440-446.
[8] Marimuthu, P., and B. Praveen Kumar. "Reconfiguration
of 25 kW solar PV power plant." International Journal Of
Engineering And Computer Science 6.6 (2017).
[9] Kumar, B. Praveen, et al. "Implementation of a switched
PV technique for rooftop 2 kW solar PV to enhance
power during unavoidable partial shading conditions."
Journal of Power Electronics 17.6 (2017): 1600-1610.
[10] Shitharth, S., and D. Prince Winston. "A novel IDS
technique to detect DDoS and sniffers in smart grid."
Futuristic Trends in Research and Innovation for Social
Welfare (Startup Conclave), World Conferenceon.IEEE,
2016.
[11] Winston, D. Prince, and M. Saravanan."Singleparameter
fault identification technique for DC motor through
wavelet analysis and fuzzy logic." Journal of Electrical
Engineering and Technology 8.5 (2013): 1049-1055.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072
© 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 5379
[12] Mary, S. Merlin Joys, S. Rajesh Babu, and D. Prince
Winston. "Fuzzy logic based control of a grid connected
hybrid renewable energy sources." Int. J. Adv. Res.
Electr. Electron. Instrum. Eng 3.4 (2014): 1043-1048.
[13] Christabel, S. Cynthia, M. Annalakshmi, and Mr D. Prince
Winston. "Facial feature extraction based on local color
and texture for face recognition using neural network."
International Journal of Science and Engineering
Applications 2.4 (2013): 78-82.
[14] Shitharth, S., and D. Prince Winston. "A Comparative
Analysis between Two Countermeasure Techniques to
Detect DDoS with Sniffers in a SCADA Network."
Procedia Technology 21 (2015): 179-186.
[15] Gurukarthik Babu, B., et al. "Study on characterization
and physicochemical properties of new natural fiber
from Phaseolus vulgaris." Journal of Natural Fibers
(2018): 1-8.
[16] Manikandan, P., and V. Neviya. "Lieutenant. J. Ganesan,
D. Prince Winston “Experimental Analysis of Total
Harmonic Distortion by Applying Various PWM
Techniques on Three Phase Squirrel Cage Motor”."
International Journal of Research in Computer
Applications and Robotics 2.2 (2014): 82-92.
[17] Singh, O. Jeba, and D. Prince Winston. "A Survey on
Classification of Power Quality Disturbances in a Power
System." Journal of Engineering Research and
Applications 4.8 (2014): 80-84.
[18] Sakthivel, K., and D. Prince Winston. "Application of
Optimization Techniques In Smart Grids." International
Journal of Science, Engineering and Technology
Research (IJSETR) 3 (2014): 32-36.
[19] Winston, D. Prince, M. Saravanan, and S. Arockia Edwin
Xavier. "Neural Network Based New Energy
Conservation Scheme for Three Phase Induction Motor
Operating under Varying Load Torques." Process
Automation, Control and Computing (PACC), 2011
International Conference on. IEEE, 2011.
[20] Winston, D. Prince, and M. Saravanan. "Novel Energy
Conservation Scheme for Three Phase Induction Motor
Drives Employed in Constant Speed Applications."
Przegląd Elektrotechniczny 88.11a (2012): 243-247.
[21] Winston, D. Prince, and M. Saravanan. "A Modified
Energy Conservation Circuit for Chopper fed DC Motor
Drive." Przegląd Elektrotechniczny 88.12a (2012):295-
296.
[22] Prince Winston, D, Praveen Kumar, B, Cynthia
Christabel, S, Ali Chamkha, J & Ravishankar
Sathyamurthy 2018, ‘Maximum power extraction in
solar renewable powersystem-a bypassdiodescanning
approach’, Computers and Electrical Engineering, vol.
70, pp. 122-136.
[23] Praveen Kumar, B, Prince Winston, D, Pounraj, P, Muthu
Manokar, A, Ravishankar Sathyamurthy & Kabeel, A.E
2018, ‘Experimental investigationonhybridPV/Tactive
solar still with effective heating and cover cooling
method’, Desalination, vol. 435, pp. 140-151.
[24] Shitharth, S. "An enhancedoptimizationbasedalgorithm
for intrusion detectioninSCADAnetwork." Computers&
Security 70 (2017): 16-26.
[25] Manokar, A. Muthu, et al. "Comparative study of an
inclined solar panel basin solar still inpassiveandactive
mode." Solar Energy 169 (2018): 206-216.
[26] Manokar, A. Muthu, et al. "Integrated PV/T solar still-A
mini-review." Desalination 435 (2018): 259-267.
[27] Manokar, A. Muthu, et al. "Sustainable fresh water and
power production by integrating PV panel in inclined
solar still." Journal of Cleaner Production 172 (2018):
2711-2719.
[28] Pounraj, P., et al. "Experimental investigation on Peltier
based hybrid PV/T active solar still for enhancing the
overall performance." Energy Conversion and
Management 168 (2018): 371-381.
[29] Kabeel, A. E., et al. "A Review on Different Design
Modifications Employed in Inclined Solar Still for
Enhancing the Productivity." Journal of Solar Energy
Engineering 141.3 (2019): 031007.
[30] Manokar, A. Muthu, et al. "Experimental investigationon
pyramid solar still in passive andactivemode."Heatand
Mass Transfer (2018): 1-14.
[31] Manokar, A. Muthu, and D. Prince Winston.
"Experimental analysis of single basin single slope
finned acrylic solar still." Materials Today: Proceedings
4.8 (2017): 7234-7239.

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IRJET- Development of Multitest System for Solar PV

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 5376 DEVELOPMENT OF MULTITEST SYSTEM FOR SOLAR PV C. Malathi1, U. Nithya2, S. Suganya3, Dr. D. Prince Winston4 1,2,3 UG Scholars, Dept. of EEE, Kamaraj College of Engineering & Technology, Madurai, Tamil Nadu, India. 4 Associate Professor, Dept. of EEE, Kamaraj College of Engineering & Technology, Madurai, Tamil Nadu, India. ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Now-a-days, solar panels are soaring, which helps to reduce co2 emissions at electricity plants. Overtime, solar panels may develop defects which can be easily fixed. In some instances, noticeablechangesinvisualappearanceof the cells occur, such as the ‘micro cracks or discolouration ’. These defects can cause a severe drop in energy production. In this paper, the defects of the solar cells are determined by analyzing the thermal images. Defect are classified using MATLAB software. For this purpose, an algorithm was designed to perform IR image analysis. We have analyze the quality types (Bus Strength, Glass Quality, Cell Quality, TPT Materials). Finally to predict the Percentage defect, panel quality and age of a solar PV panels. Key Words: MATLAB Software, Percentage Defect, Percentage Quality, Efficiency and Age, Solar PV. 1. INTRODUCTION The solar energy is the energy obtained by capturing heat and light from the sun. The method of obtaining electricity from sunlight is referred to as the referred to as the photovoltaic method. This is achievedusinga semiconductor material. Photo voltaic cells or PV cells convert sunlight directly into DC electrical energy. The performance of the solar panel is determined by the cell type and characteristics of the silicon used, with the two main types being mono crystalline and polycrystalline silicon. Solar photovoltaic or ‘PV’ panels are made using the 6 main components described below and assembled in advanced manufacturing facilities with extreme accuracy. In this article we will focus on panels made using silicon crystalline solar cells which are by far the most common and highest performing solar technology availabletoday.Thereareother solar PV technologies available such as thin film and screen printed cells but we will not be discussing these astheyhave limited use or are still in development. In this paper we make the following contribution. We proposed and developed an algorithmtofindthePercentage Defect, Percentage Quality, Age and Efficiency. 2. BLOCK DIAGRAM Test Centre Standard Test condition (STC Condition) Normal Operating Cell Temperature (NOCT Condition) Percentage defect Age Efficiency IRTI Overall Quality(A,C, D) Deviation In Power Fig – 1: Block Diagram of Multi test System 3. BLOCK DIAGRAM DESCRIPTION The above block diagram we using a test center (Solar panel). The test center consists of two inputs like STC condition and NTOC condition. From these STC and NTOC conditions, the Isc , Voc, Vmp, Imp and Pmax of the panel is found out using these test center. Efficiency andDeviationin power is calculated by using these parameters. The IRTI value of the solar PV panel is determined by MATLAB software. We have undergone three process the first one regards the acquisition of an IR image of a well-working PV module. The second case regards the acquisition of an IR image of a bad working PV module. The third one regards the acquisition of an IR image, about the health of PV module.Over all quality is assumed by the different ranges from the solar panel. Finally, we calculate the age and percentage defect of the solar PV panel. 4. STC CONDITION In a dark room, the 1000W light(2) is focused in a panel and we take the readings such as Maximum Power (Pmax),Open
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 5377 circuit voltage (Voc), Short circuit current (Isc), Maximum power output voltage (Vmp), Maximum Power output current (Imp) and efficiency depends upon the area of the panel. This readings are taken at this time irradiation (1000W/m²) and Cell tampertaure (25:c) is constant. Fig – 2: STC SETUP Compare the original specification and STC condition. We taken the readings are high STC and Low STC condition and we found the parameters like Panel Quality, Percentage defect, Efficiency and age. Table -1: Comparison at various STC conditions Parameter Original panel specification High STC Condition Low STC Condition Maximum Power 10 9.34 5.55 Panel quality (%) 100 99.2 95 Percentage defect (%) 0.8%/year 0.8 4 Efficiency (%) 16 15.26 9.27 Age (years) - 1 5 5. NTOC CONDITION Sunlight is focused in polycrystalline solar panel tested in NTOC condition. The panels are focused at an angle 30: facing south. The Panel are connected in series then observe the short circuit current for these panel using clamp meter and find out for open circuit voltage. By using pyranometer we find out the Irradiation value. Thermal image camera is used to find out the temperature of these panels. compare the original specification and STC condition. We taken the readings are high NTOC and Low NTOC condition and we found the parameters like Panel Quality, Percentage defect, Efficiency and age. Table -1: Comparison at various NTOC conditions Parameter Original specification for NTOC High NTOC Condition Low NTOC condition Maximum Power (Pmax) 10 7.41 3.09 IRTI value - 82.45 51.81 Panel Quality (%) 100 62 22 Percentage Defect (%) 0.8%/year 37 78 Efficiency (%) 16 12.44 5.44 Age (years) - 3 8 Fig – 3: NTOC SETUP 5.1 Formula We can write a formula to find out the percentage defectand age of the solar PV panel
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 5378 5.2 Advantages The following are the advantages of the proposed method, (1) Low Cost: The overall cost for testing the solar panel is low. This makes it much economical. Therefore, this helps to user to conduct frequent test of the panel. (2) Easy calculation of age: The age of the solar panel can be calculated easily. This would help the userto find whether the given panel is a new or an old one. (3) Easy calculation of degradation: The degradationof the solar panel can be calculated easily. Generally, the panel will deviate by 1% each year. The reasons are degradation of panel are heavy winds, snow loads and other extreme climates. (4) % Defect: The %detect of the solar panel can be easily found out. The various defectsmaybe broken solar panel, glass scratches, misplaced alignment of string on the solar panel, solar modules with some external particles etc. 5.3 Limitation The cost of the equipment such as Thermal image camera, Pyronometer which are used for testing the panel is high. Careful handling of equipment is required. 6. RESULT AND CONCLUSION Solar power is a cost-sensitive market. This work promotes the easy detection of faults and further, aids are the rectification of faults. As a result of this, the efficiency of solar panel will retain o its manufacturer specifications and assists the customer satisfaction. This paperhaspresenteda thermography based analysis of faults and the proposed methodology was validated by both simulation and experimental test results. Compared with existing methods which detect only separate faults, this work has been made the detection and classification of various combined faults. Then calculate the Percentage Defect, Percentage Quality, Age and Efficiency. ACKNOWLEDGEMENT We would like to thank our guide Dr. D. Prince Winston, Professor of our department for guiding us to complete our project. REFERENCES [1] Farhan Ali Khan, Brijesh Kumar Gautam, Sanjay Singh , ”DETECTION OF DEFECTS IN SOLAR PANELS USING THERMAL IMAGING BY PCA AND ICA METHOD”(2017), International Research Journal of Engineering and Technology(IRJET0), Volume:04 Issue:06. [2] Singh, O. Jeba, D. Prince Winston, B. Chitti Babu, S. Kalyani, B. Praveen, M. Saravanan Kumar,and S.Cynthia Christabel. "Robust detection of real-timepowerquality disturbances under noisy condition using FTDD." AUTOMATIKA 60, no. 1 (2019): 11-18. [3] Meenakshi Sundaram, B., Manikandan, B.V., Praveen Kumar, B. et al. J. Electr. Eng. Technol. (2019) 14: 733. https://doi.org/10.1007/s42835-018-00075-9 [4] Praveen, S., and D. Prince Winston. "Protection and performance improvement of a photovoltaic power system." Advances in Electronic and Electric Engineering 4.1 (2014): 41-48. [5] Pounraj, P., et al. "A continuous health monitoring system for photovoltaic array using arduino microcontroller." Circuits and Systems 7.11 (2016): 3494. [6] Christabel, S. Cynthia, A. Srinivasan, and D. Prince Winston. "Couple matching best generation algorithm for partially shaded photovoltaic systems." Journal of Electrical Engineering 16.3 (2016): 382-391. [7] Christabel, S. Cynthia, etal."Reconfigurationsolutionfor extracting maximum power in the aged solar PV systems." Journal of Electrical Engineering 16.3 (2016): 440-446. [8] Marimuthu, P., and B. Praveen Kumar. "Reconfiguration of 25 kW solar PV power plant." International Journal Of Engineering And Computer Science 6.6 (2017). [9] Kumar, B. Praveen, et al. "Implementation of a switched PV technique for rooftop 2 kW solar PV to enhance power during unavoidable partial shading conditions." Journal of Power Electronics 17.6 (2017): 1600-1610. [10] Shitharth, S., and D. Prince Winston. "A novel IDS technique to detect DDoS and sniffers in smart grid." Futuristic Trends in Research and Innovation for Social Welfare (Startup Conclave), World Conferenceon.IEEE, 2016. [11] Winston, D. Prince, and M. Saravanan."Singleparameter fault identification technique for DC motor through wavelet analysis and fuzzy logic." Journal of Electrical Engineering and Technology 8.5 (2013): 1049-1055.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 06 Issue: 03 | Mar 2019 www.irjet.net p-ISSN: 2395-0072 © 2019, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 5379 [12] Mary, S. Merlin Joys, S. Rajesh Babu, and D. Prince Winston. "Fuzzy logic based control of a grid connected hybrid renewable energy sources." Int. J. Adv. Res. Electr. Electron. Instrum. Eng 3.4 (2014): 1043-1048. [13] Christabel, S. Cynthia, M. Annalakshmi, and Mr D. Prince Winston. "Facial feature extraction based on local color and texture for face recognition using neural network." International Journal of Science and Engineering Applications 2.4 (2013): 78-82. [14] Shitharth, S., and D. Prince Winston. "A Comparative Analysis between Two Countermeasure Techniques to Detect DDoS with Sniffers in a SCADA Network." Procedia Technology 21 (2015): 179-186. [15] Gurukarthik Babu, B., et al. "Study on characterization and physicochemical properties of new natural fiber from Phaseolus vulgaris." Journal of Natural Fibers (2018): 1-8. [16] Manikandan, P., and V. Neviya. "Lieutenant. J. Ganesan, D. Prince Winston “Experimental Analysis of Total Harmonic Distortion by Applying Various PWM Techniques on Three Phase Squirrel Cage Motor”." International Journal of Research in Computer Applications and Robotics 2.2 (2014): 82-92. [17] Singh, O. Jeba, and D. Prince Winston. "A Survey on Classification of Power Quality Disturbances in a Power System." Journal of Engineering Research and Applications 4.8 (2014): 80-84. [18] Sakthivel, K., and D. Prince Winston. "Application of Optimization Techniques In Smart Grids." International Journal of Science, Engineering and Technology Research (IJSETR) 3 (2014): 32-36. [19] Winston, D. Prince, M. Saravanan, and S. Arockia Edwin Xavier. "Neural Network Based New Energy Conservation Scheme for Three Phase Induction Motor Operating under Varying Load Torques." Process Automation, Control and Computing (PACC), 2011 International Conference on. IEEE, 2011. [20] Winston, D. Prince, and M. Saravanan. "Novel Energy Conservation Scheme for Three Phase Induction Motor Drives Employed in Constant Speed Applications." Przegląd Elektrotechniczny 88.11a (2012): 243-247. [21] Winston, D. Prince, and M. Saravanan. "A Modified Energy Conservation Circuit for Chopper fed DC Motor Drive." Przegląd Elektrotechniczny 88.12a (2012):295- 296. [22] Prince Winston, D, Praveen Kumar, B, Cynthia Christabel, S, Ali Chamkha, J & Ravishankar Sathyamurthy 2018, ‘Maximum power extraction in solar renewable powersystem-a bypassdiodescanning approach’, Computers and Electrical Engineering, vol. 70, pp. 122-136. [23] Praveen Kumar, B, Prince Winston, D, Pounraj, P, Muthu Manokar, A, Ravishankar Sathyamurthy & Kabeel, A.E 2018, ‘Experimental investigationonhybridPV/Tactive solar still with effective heating and cover cooling method’, Desalination, vol. 435, pp. 140-151. [24] Shitharth, S. "An enhancedoptimizationbasedalgorithm for intrusion detectioninSCADAnetwork." Computers& Security 70 (2017): 16-26. [25] Manokar, A. Muthu, et al. "Comparative study of an inclined solar panel basin solar still inpassiveandactive mode." Solar Energy 169 (2018): 206-216. [26] Manokar, A. Muthu, et al. "Integrated PV/T solar still-A mini-review." Desalination 435 (2018): 259-267. [27] Manokar, A. Muthu, et al. "Sustainable fresh water and power production by integrating PV panel in inclined solar still." Journal of Cleaner Production 172 (2018): 2711-2719. [28] Pounraj, P., et al. "Experimental investigation on Peltier based hybrid PV/T active solar still for enhancing the overall performance." Energy Conversion and Management 168 (2018): 371-381. [29] Kabeel, A. E., et al. "A Review on Different Design Modifications Employed in Inclined Solar Still for Enhancing the Productivity." Journal of Solar Energy Engineering 141.3 (2019): 031007. [30] Manokar, A. Muthu, et al. "Experimental investigationon pyramid solar still in passive andactivemode."Heatand Mass Transfer (2018): 1-14. [31] Manokar, A. Muthu, and D. Prince Winston. "Experimental analysis of single basin single slope finned acrylic solar still." Materials Today: Proceedings 4.8 (2017): 7234-7239.