Abstract

A new photovoltaic thermal air (PVTa) system with fins in the downstream portion of the air channel was tested for its thermal and electrical performance in this work. For this purpose, two fin configurations were opted. One is a longitudinal fin oriented longitudinally along the air channel and the other is a wavy fin placed in the direction of air flow. The experiments were conducted between June and November months of the year 2018 on daily basis in the location of Tiruchirappalli, a city in Tamil Nadu state of India (10.82 latitude and 78.70 longitude). The results indicated that the PVTa system with downstream wavy fins performed thermally better than the PVTa system with downstream longitudinal fins. A fuzzy-based model was also developed for predicting the thermal and electrical performance of the newly developed solar PVTa collector. The fuzzy model forecasted the air outlet temperature, operating photovoltaic (PV) panel temperature, and power output with a net prediction accuracy of about 95%.

References

1.
Kumar
,
R.
, and
Rosen
,
M. A.
,
2011
, “
A Critical Review of Photovoltaic-Thermal Solar Collectors for Air Heating
,”
Appl. Energy
,
88
(
11
), pp.
3603
3614
. 10.1016/j.apenergy.2011.04.044
2.
Pang
,
W.
,
Cui
,
Y.
,
Zhang
,
Q.
,
Wilson
,
G. J.
, and
Yan
,
H.
,
2020
, “
A Comparative Analysis on Performances of Flat Plate Photovoltaic/Thermal Collectors in View of Operating Media, Structural Designs, and Climate Conditions
,”
Renew. Sustain. Energy Rev.
,
119
, Article ID
109599
. 10.1016/j.rser.2019.109599
3.
Preet
,
S.
,
2018
, “
Water and Phase Change Material Based Photovoltaic Thermal Management Systems: A Review
,”
Renew. Sustain. Energy Rev.
,
82
, pp.
791
807
. 10.1016/j.rser.2017.09.021
4.
Elsafi
,
A. M.
, and
Gandhidasan
,
P.
,
2015
, “
Comparative Study of Double-Pass Flat and Compound Parabolic Concentrated Photovoltaic-Thermal Systems With and Without Fins
,”
Energy Convers. Manage
,
98
, pp.
59
68
. 10.1016/j.enconman.2015.03.084
5.
Michael
,
J. J.
,
Iniyan
,
S.
, and
Goic
,
R.
,
2015
, “
Flat Plate Solar Photovoltaic-Thermal (PV/T) Systems: A Reference Guide
,”
Renew. Sustain. Energy Rev.
,
51
, pp.
62
88
. 10.1016/j.rser.2015.06.022
6.
Tripanagnostopoulos
,
Y.
,
2007
, “
Aspects and Improvements of Hybrid Photovoltaic/Thermal Solar Energy Systems
,”
Sol. Energy
,
81
(
9
), pp.
1117
1131
. 10.1016/j.solener.2007.04.002
7.
Othman
,
M. Y.
,
Yatim
,
B.
,
Sopian
,
K.
, and
AbuBakara
,
M. N.
,
2007
, “
Performance Studies on a Finned Double-Pass Photovoltaic-Thermal (PV/T) Solar Collector
,”
Desalination
,
209
(
1–3
), pp.
43
49
. 10.1016/j.desal.2007.04.007
8.
Tonui
,
J. K.
, and
Tripanagnostopoulos
,
Y.
,
2008
, “
Performance Improvement of PV/T Solar Collectors With Natural Air Flow Operation
,”
Sol. Energy
,
82
(
1
), pp.
1
12
. 10.1016/j.solener.2007.06.004
9.
Dubey
,
S.
,
Sandhu
,
G. S.
, and
Tiwari
,
G. N.
,
2009
, “
Analytical Expression for Electrical Efficiency of PV/T Hybrid Air Collector
,”
Appl. Energy
,
86
(
5
), pp.
697
705
. 10.1016/j.apenergy.2008.09.003
10.
Agarwal
,
B.
, and
Tiwari
,
G. N.
,
2010
, “
Optimizing the Energy and Exergy of Building Integrated Photovoltaic Thermal (BIPVT) Systems Under Cold Climatic Conditions
,”
Appl. Energy
,
87
(
2
), pp.
417
426
. 10.1016/j.apenergy.2009.06.011
11.
Ooshaksaraei
,
P.
,
Sopian
,
K.
,
Zulkifli
,
R.
, and
Zaidi
,
S. H.
,
2013
, “
Characterization of Air-Based Photovoltaic Thermal Panels With Bifacial Solar Cells
,”
Int. J. Photoenergy
,
1
, Article ID 978234. 10.1155/2013/978234
12.
Ali
,
A. H. H.
,
Ahmed
,
M.
, and
Abdel Gaied
,
S. M.
,
2013
, “
Investigation of Heat Transfer and Fluid Flow in Transitional Regime Inside a Channel With Staggered Plates Heated by Radiation for PV/T System
,”
Energy
,
59
, pp.
255
264
. 10.1016/j.energy.2013.06.047
13.
Amori
,
K. E.
, and
Abd-Al Raheem
,
M. A.
,
2014
, “
Field Study of Various Air Based Photovoltaic/Thermal Hybrid Solar Collectors
,”
Renew. Energy
,
63
, pp.
402
414
. 10.1016/j.renene.2013.09.047
14.
Hussain
,
F.
,
Othman
,
M. Y. H.
,
Yatim
,
B.
,
Ruslanb
,
H.
,
Sopian
,
K.
,
Anuar
,
Z.
, and
Khairuddin
,
S.
,
2015
, “
An Improved Design of Photovoltaic/Thermal Solar Collector
,”
Sol. Energy
,
122
, pp.
885
891
. 10.1016/j.solener.2015.10.008
15.
Shyam
, and
Tiwari
,
G. N.
,
2016
, “
Analysis of Series Connected Photovoltaic Thermal Air Collectors Partially Covered by Semitransparent Photovoltaic Module
,”
Sol. Energy
,
137
, pp.
452
462
. 10.1016/j.solener.2016.08.052
16.
Sahota
,
L.
, and
Tiwari
,
G. N.
,
2017
, “
Review on Series Connected Photovoltaic Thermal (PVT) Systems: Analytical and Experimental Studies
,”
Sol. Energy
,
150
, pp.
96
127
. 10.1016/j.solener.2017.04.023
17.
Dimri
,
N.
,
Tiwari
,
A.
, and
Tiwari
,
G. N.
,
2017
, “
Thermal Modelling of Semitransparent Photovoltaic Thermal (PVT) With Thermoelectric Cooler (TEC) Collector
,”
Energy Convers. Manage
,
146
, pp.
68
77
. 10.1016/j.enconman.2017.05.017
18.
Fan
,
W.
,
Kokogiannakis
,
G.
,
Ma
,
Z.
, and
Cooper
,
P.
,
2017
, “
Development of a Dynamic Model for a Hybrid Photovoltaic Thermal Collector Solar Air Heater With Fins
,”
Renew. Energy
,
101
, pp.
816
834
. 10.1016/j.renene.2016.09.039
19.
Fan
,
W.
,
Kokogiannakis
,
G.
,
Ma
,
Z.
, and
Cooper
,
P.
,
2018
, “
A Multi-Objective Design Optimisation Strategy for Hybrid Photovoltaic Thermal Collector (PVTA)-Solar Air Heater (SAH) Systems With Fins
,”
Sol. Energy
,
163
, pp.
315
328
. 10.1016/j.solener.2018.02.014
20.
Barone
,
G.
,
Buonomano
,
A.
,
Forzano
,
C.
,
Palombo
,
A.
, and
Panagopoulos
,
O.
,
2019
, “
Experimentation, Modelling and Applications of a Novel Low-Cost Air-Based Photovoltaic Thermal Collector Prototype
,”
Energy Convers. Manage
,
195
, pp.
1079
1097
. 10.1016/j.enconman.2019.04.082
21.
Wu
,
S. Y.
,
Wang
,
T.
,
Xiao
,
L.
, and
Shen
,
Z. G.
,
2019
, “
Effect of Cooling Channel Position on Heat Transfer Characteristics and Thermoelectric Performance of Air-Cooled PV/T System
,”
Sol. Energy
,
180
, pp.
489
500
. 10.1016/j.solener.2019.01.043
22.
Dimri
,
N.
,
Tiwari
,
A.
, and
Tiwari
,
G. N.
,
2019
, “
An Overall Exergy Analysis of Glass-Tedlar Photovoltaic Thermal Air Collector Incorporating Thermoelectric Cooler: A Comparative Study Using Artificial Neural Networks
,”
Energy Convers. Manage.
,
195
(
1
), pp.
1350
1358
. 10.1016/j.enconman.2019.04.044
23.
Dimri
,
N.
,
Tiwari
,
A.
, and
Tiwari
,
G.
,
2019
, “
Comparative Study of Photovoltaic Thermal (PVT) Integrated Thermoelectric Cooler (TEC) Fluid Collectors
,”
Renew. Energy
,
134
, pp.
343
356
. 10.1016/j.renene.2018.10.105
24.
Tiwari
,
G. N.
, and
Dubey
,
S.
,
2010
,
Fundamentals of Photovoltaic Modules and Their Applications
,
The Royal Society of Chemistry
,
Cambridge
.
25.
Rizwan
,
M.
,
MajidJamil
,
S.
, and
Kothari
,
D. P.
,
2014
, “
Fuzzy Logic Based Modeling and Estimation of Global Solar Energy Using Meteorological Parameters
,”
Energy
,
70
, pp.
685
691
. 10.1016/j.energy.2014.04.057
26.
Sridharan
,
M.
,
Jayaprakash
,
G.
,
Chandrasekar
,
M.
,
Vigneshwar
,
P.
,
Paramaguru
,
S.
, and
Amarnath
,
K.
,
2018
, “
Prediction of Solar Photovoltaic/Thermal Collector Power Output Using Fuzzy Logic
,”
J. Sol. Energy Eng.
,
140
(
6
), pp.
1
6
. 10.1115/1.4040757
27.
Sridharan
,
M.
,
2020
, “
Predicting Performance of Double-Pipe Parallel- and Counter-Flow Heat Exchanger Using Fuzzy Logic
,”
ASME J. Therm. Sci. Eng. Appl.
,
12
(
3
), pp.
1
11
. 10.1115/1.4044696
28.
Palanikumar
,
G.
,
Shanmugan
,
S.
,
Vengatesan
,
C.
, and
Selvaraju
,
P.
,
2019
, “
Evaluation of Fuzzy Inference in Box Type Solar Cooking Food Image of Thermal Effect
,”
Environ. Sustain. Ind.
,
1
(
2
), pp.
1
10
. 10.1016/j.indic.2019.100002
29.
Dettori
,
S.
,
Ianninoa
,
V.
,
Colla
,
V.
, and
Signorini
,
A.
,
2018
, “
An Adaptive Fuzzy Logic-Based Approach to PID Control of Steam Turbines in Solar Applications
,”
Appl. Energy
,
227
(
10
), pp.
655
664
. 10.1016/j.apenergy.2017.08.145
30.
Vafaei
,
L. E.
, and
Sah
,
M.
,
2017
, “
Predicting Efficiency of Flat-Plate Solar Collector Using a Fuzzy Inference System
,”
Proceedia Comput. Sci.
,
120
, pp.
221
228
. 10.1016/j.procs.2017.11.232
31.
Farajdadian
,
S.
, and
Hassan Hosseini
,
S. M.
,
2019
, “
Design of an Optimal Fuzzy Controller to Obtain Maximum Power in Solar Power Generation System
,”
Sol. Energy
,
182
(
4
), pp.
161
178
. 10.1016/j.solener.2019.02.051
32.
Kisi
,
O.
,
Heddam
,
S.
, and
Yaseen
,
Z. M.
,
2019
, “
The Implementation of Univariable Scheme-Based Air Temperature for Solar Radiation Prediction: New Development of Dynamic Evolving Neural-Fuzzy Inference System Model
,”
Appl. Energy
,
241
(
5
), pp.
184
195
. 10.1016/j.apenergy.2019.03.089
33.
Zoukit
,
A.
,
Ferouali
,
H. E.
,
Salhi
,
I.
,
Doubabi
,
S.
, and
Abdenouri
,
N.
,
2019
, “
Takagi Sugeno Fuzzy Modeling Applied to an Indirect Solar Dryer Operated in Both Natural and Forced Convection
,”
Renew. Energy
,
133
(
4
), pp.
849
860
. 10.1016/j.renene.2018.10.082
34.
Sridharan
,
M.
,
2019
, “
Verification and Validation of Solar Photovoltaic Thermal Water Collectors Performance Using Fuzzy Logic
,”
J. Verif. Valid. Uncertain.
,
12
(
3
), pp.
1
8
. 10.1115/1.4045895
35.
Charles Franklin
,
J.
, and
Chandrasekar
,
M.
,
2019
, “
Performance Enhancement of a Single Pass Solar Photovoltaic Thermal System Using Staves in the Trailing Portion of the Air Channel
,”
Renew. Energy
,
135
, pp.
248
258
. 10.1016/j.renene.2018.12.004
36.
Sridharan
,
M.
,
2020
, “
Application of Generalized Regression Neural Network in Predicting the Performance of Natural Convection Solar Dryer
,”
J. Sol. Energy Eng.
,
142
(
3
), pp.
1
8
. 10.1115/1.4045384
You do not currently have access to this content.