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PERFORMANCE OF PHOTOVOLTAIC THERMAL (PV/T)
COLLECTORS WITH NANOFLUIDS AND NANO-PCM
Ali Hussein Abdul zahra Al-waeli
Matric No. P86588
PhD Candidate
Supervision committee
Professor Dato' Dr. Kamaruzzaman Sopian
Dr. Adnan Ibrahim
Professor Dr. Sohif Mat
Professor Dr. Mohd Hafidz Ruslan
Assoc. Professor Dr. Hussein A. Kazem
• Introduction
• Literature Review
• Problem Statement/Objectives/Scope
• Methodology
• Mathematical Modelling
• Experimental Setup
• Results and Observations
• Conclusions & Recommendations
C
C
Absorber design can enhance the heat transfer, especially when covering more surface area of the panel
Photovoltaic thermal (PV/T)
C
RATIONALE FOR USING PVT (a)
Flat Plate
Solar Collector
Photovoltaic
Panel
Photovoltaic thermal
Solar Collector
C
RATIONALE FOR USING PVT (b)
 Area of Collector = Area of thermal collector (At)
+Area of photovoltaic panel (Apv)
 Efficiency = ( thermal efficiency (t) + Electrical
efficiency (el))2
Thermal Efficiency = 60 %
Electrical Efficiency = 10 %
Combined Photovoltaic Thermal Efficiency = 35 %
 Area of Collector = Area of thermal collector
(At) +Area of photovoltaic panel (Apv)
 Efficiency = thermal efficiency (t) + Electrical
efficiency (el)
Thermal Efficiency = 50 %
Electrical Efficiency = 14 %
Combined Photovoltaic Thermal Efficiency = 64 %
ST PV PV/T
Flat Plate Solar
Collector
C
Advanced Cooling Techniques – Nanofluids & nano-
PCM
 Nanofluids: A nano-sized particle Mixed in fluids as water, in order to enhance thermo-physical
properties
 PCM: A phase change material like Paraffin used to increasing thermal capacitance and whereby
controlling the temperature at a desired temperature.
C
• Introduction
• Literature Review
• Problem Statement/Objectives/Scope
• Methodology
• Mathematical Modelling
• Experimental Setup
• Results and Observations
• Conclusions & Recommendations
C
LITERATURE REVIEW (selected authors)
AUTHOR TITLE DISCUSSIONS
1 Palaskar VN &
Deshmukh SP 2015
Performance analysis of a specially
designed flow heat exchanger used in
hybrid PV/Thermal solar system
Performed experimental tests to evaluate
the impact of spiral flow absorber on PV/T
performance. The maximum achieved
thermal and electrical efficiencies were
68.2% & 12.9%, respectively.
2 Hassani et al. 2016 Environmental and exergy benefit of
nanofluid-based hybrid PV/T systems
Theoretically analyzed the exergy life cycle
for three variables nanofluids-based PV/T
hybrid systems. The maximum electrical
and exegetic efficiencies achieved were
both around 12%.
3 Adriana MA 2017 Hybrid nanofluids based on Al2O3, TiO2
and SiO2: numerical evaluation of
different approaches
Studied the thermophysical properties of
three oxide-based nanofluids. Concluded
that the use of nanofluids enhanced the
thermal conductivity by 12%, and raised
the convective heat transfer Coefficient
Journals: 300+ Proceedings: 100+
• Introduction
• Literature Review
• Problem Statement/Objectives/Scope
• Methodology
• Mathematical Modelling
• Experimental Setup
• Results and Observations
• Conclusions & Recommendations
C
PROBLEM STATEMENT
There is a need to develop compact cost-competitive high-efficiency
PV/T Collectors. Throughout the literature the focus of efforts have
been to develop and modify nanofluids and PCM, separately. There is
CLEARLY no mention of adding both nanofluids and Phase Change
Material (PCM) for further enhancement of PV/T collector. Employing
nanoparticles in PCM and implementing this nano-pcm along with
nanofluid to increase the overall performance of PV/T would be very
beneficial to the PV/T market by presenting a novel design, higher
efficiency and superior performance over the long run. Hence, a PV/T
collector with nanofluids and nano-PCM will enable to achieve highest
performing, cost-competitive energy system.
OBJECTIVES
Research Objectives
Research
Methodologies
 To develop the mathematical model for the new design of PV/T
with nano-PCM and nanofluid.
Theoretical
 To fabricate the experimental setup for the nano-PCM and
nanofluid system.
Experimental
 To compare the theoretical and experimental results to examine
their consistency.
Both theoretical
and experimental
 To conduct Life Cycle Cost Analysis (LCCA) on the nano-PCM and
Nanofluid based PV/T System.
Both theoretical
and experimental
Scope of Study
Research Domain Limitations
 Focus on method of mixing nanofluids
and nano-PCM
 Don’t focus on best type of nanofluids or
PCM necessarily nor non-organic PCM
 To investigate the electrical behavior of
crystalline silicon PV
 Amorphous silicon & other types are
excluded
 To focus on tropical climate conditions of
Malaysia
 Desert and freezing climates (the
extremes) are excluded
 LCCA presents the capital, maintenance,
replacement and salvage costs. In
addition to CoE and LCC.
 LCCA does not include GPBP or EPBP
• Introduction
• Literature Review
• Problem Statement/Objectives/Scope
• Methodology
• Mathematical Modelling
• Experimental Setup
• Results and Observations
• Conclusions & Recommendations
C
METHODOLOGY
Nanomaterial preparation & characterization (a)
Steps of preparing nanofluids and measuring the thermo-
physical properties
METHODOLOGY
Nanomaterial preparation & characterization (b)
METHODOLOGY
Mathematical modelling
C
METHODOLOGY
Experimental studies (a)
METHODOLOGY
Experimental studies (b)
METHODOLOGY
Performance prediction using ANN (a)
C
METHODOLOGY
Performance prediction using ANN (b)
C
METHODOLOGY
Life Cycle Cost Analysis
C
• Introduction
• Literature Review
• Problem Statement/Objectives/Scope
• Methodology
• Mathematical Modelling
• Experimental Setup
• Results and Observations
• Conclusions & Recommendations
C
Cross-section view of the collector design
COLLECTOR DESIGN
Nano-PCM
tank
COLLECTOR DESIGN
Top view – nano-PCM tank & nanofluid tubes
Entering nanofluid
Exiting nanofluid
Exhaust
air bubbles
Entering liquid
nano-PCM
Exiting liquid
nano-PCM
Nano-PCM tank
ENERGY BALANCE EQUATIONS
1. One-dimensional (1D) thermal models, as the sides and back of the system completely
isolated
2. Isothermal surface was assumed, so edge effects were neglected (edges are well
isolated)
3. The flow is fully developed in the tubes
4. The effect of the friction in the pipes is neglected
5. All surfaces had the same area (glass, PV, and wax tank)
6. The thermal properties of all solid materials are constant with temperature variation
7. Temperature of coil surface (Tcoil) is approximately equal to wax temperature (Twax)
8. There is no dust or partial shading on the collector
Assumptions
ENERGY BALANCE EQUATIONS
Energy balance & equivalent thermal resistance circuit
ENERGY BALANCE EQUATIONS
•
dTglass
dt
= 0.105 + 7.8 × 10−6
G − 0.075Tglass + 0.075TPVT −
1.1 × 10−11
Tglass
4
•
dTPVT
dt
= 0.0035 G − 1.018Tglass − 2273.47TPVT + 2274.5Twax
•
dTwax
dt
= 3.78 + 190.72 TPVT − 190.722 Twax − 0.15Tfluid
•
𝜕Tfluid
𝜕t
= 0.00123 Tcoil − Tfluid − 1.9
𝜕Tfluid
𝜕z
• The electric power (Pmax) is expressed as:
Where (Imp) is the maximum power point current and (Vmp) is the maximum power
point voltage. The power unit is watts (W).
• The electrical efficiency (e) of conventional PV is calculated using the formula
below:
Where (G) is the solar irradiance in w/m2 and (AC) is the collector area in m2
POWER AND EFFICIENCIES
𝑷 𝒎𝒂𝒙 = 𝑰 𝒎𝒑 × 𝑽 𝒎𝒑
 𝒆
=
𝑷
𝑮 × 𝑨 𝑷𝒂𝒏𝒆𝒍
• The total of the efficiencies, which is known as total efficiency combined is used to
evaluate the overall performance of the system:
• The thermal efficiency (th) of the conventional flat plate solar collector is calculated
using the formula below:
• For temperature-dependent electrical efficiency of the PV module, el the
expression is given as below:
COMBINED PV/T EFFICIENCY
elthcombined  
c(t)
u
ht
A*I
Q
=  )( aiLRcu TTUSFAQ 
 )TT(*= rpmrel   1
Hottel–Whillier
equations
• The Life Cycle Cost of the Photovoltaic thermal (PV/T) system is:
• the present worth of each factor which is calculated using the future sum of money
(F) in a given year (N) at a given interest rate (i) and inflation rate (f):
• The cost of energy (COE) is calculated based on LCC and system energy production:
Life Cycle Cost Analysis
𝐿𝐶𝐶 = 𝐶 𝐶𝑎𝑝𝑖𝑡𝑎𝑙 +
1
𝑛
𝐶 𝑂&𝑀 × 𝑅 𝑃𝑊 +
1
𝑛
𝐶𝑟𝑒𝑝𝑙𝑎𝑐𝑒𝑚𝑒𝑛𝑡 × 𝑅 𝑃𝑊 − 𝐶𝑆𝑎𝑙𝑣𝑎𝑔𝑒 × 𝑅 𝑃𝑊
𝑅 𝑃𝑊 =
𝐹
(1 + 𝑖) 𝑁
CoE =
𝐿𝐶𝐶
1
𝑛 𝐸 𝑃𝑉
• Introduction
• Literature Review
• Problem Statement/Objectives/Scope
• Methodology
• Mathematical Modelling
• Experimental Setup
• Results and Observations
• Conclusions & Recommendations
C
EXPERIMENTAL SETUP
Photovoltaic Thermal (PVT) System Schematic Diagram
Entering nanofluid
Exiting nanofluid
Exhaust air bubbles
Entering liquid nano-PCM
Exiting liquid nano-PCM
Photovoltaic panelNano-PCM tank
PV/T COLLECTOR WITH NANO-PCM & NANOFLUIDS
NANO-PCM TANK & NANOFLUID TUBES
EXPERIMENTAL SETUP
Photographs of the experimental setup
EXPERIMENTAL SETUP
1.2 kWp GCPV/T array (composed of 10 – 120 Wp)
EXPERIMENTAL SETUP
1.2 kWp GCPV/T array (composed of 10 – 120 Wp)
EXPERIMENTAL SETUP
Paraffin
SiC and Paraffin
SiC-Paraffin
EXPERIMENTAL SETUP
Paraffin SiC-Paraffin
Large scale production
• Introduction
• Literature Review
• Problem Statement/Objectives/Scope
• Methodology
• Mathematical Modelling
• Experimental Setup
• Results and Observations
• Conclusions & Recommendations
Nanofluids and Nano-PCM Properties
FESEM, XRD and EDS of SiC-Paraffin & SiC
Nanofluids and Nano-PCM Properties
0.97
0.975
0.98
0.985
0.99
0.995
1
1.005
20 30 40 50 60
Density(g/ml)
Temperature (°C)
0% SiC 1.0% SiC 1.5% SiC
2.0% SiC 3.0% SiC 4.0% SiC
0.9
0.92
0.94
0.96
0.98
1
1.02
20 30 40 50 60
Viscosity(mPa.s)
Temperature (°C)
0% SiC 1.0% SiC 1.5% SiC
2.0% SiC 3.0% SiC 4.0% SiC
0.6
0.62
0.64
0.66
0.68
0.7
0.72
20 30 40 50 60
Thermalconductivity(W/m.K)
Temperature (°C)
0% SiC 1.0% SiC 1.5% SiC
2.0% SiC 3.0% SiC 4.0% SiC
Added nano-SiC was (3 wt. %) to water
Density rose by 8.2% Viscosity rose up to 5.18% Thermal conductivity rose up to 4.3%
Nanofluids and Nano-PCM Properties
Added nano-SiC was (0.1 wt. %) to PCM
0
0.02
0.04
0.06
0.08
0.1
0.12
0.14
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
5
0.00
0.10
0.50
1.00
2.00
3.00
4.00
5.00
Relativethermalcapacityenhancement(%)
Relativethermalconductivityenhancement(%)
Nano-SiC mass fraction (%)
Relative thermal conductivity enhancement
Relative thermal capacity enhancement
Change in
thermophysical
properties of
Paraffin
0.1 % Mass
fraction added to
the paraffin wax
(PCM)
Density
enhancement
0.01%
Viscosity
enhancement
0.1%
Theoretical studies from Energy Balance
0
10
20
30
40
50
60
8:25AM
8:40AM
8:55AM
9:10AM
9:25AM
9:40AM
9:55AM
10:10AM
10:25AM
10:40AM
10:55AM
11:10AM
11:25AM
11:40AM
11:55AM
12:10PM
12:25PM
12:40PM
12:55PM
1:10PM
1:25PM
1:40PM
1:55PM
2:10PM
2:25PM
2:40PM
2:55PM
3:10PM
3:25PM
3:40PM
3:55PM
4:11PM
4:26PM
4:41PM
4:56PM
5:11PM
5:26PM
5:41PM
Temperature(oC)
Time (hours)
Ambient Temp Glass Temp-Theoretical
Theoretical studies from Energy Balance
0
5
10
15
20
25
30
35
40
45
8:25AM
8:40AM
8:55AM
9:10AM
9:25AM
9:40AM
9:55AM
10:10AM
10:25AM
10:40AM
10:55AM
11:10AM
11:25AM
11:40AM
11:55AM
12:10PM
12:25PM
12:40PM
12:55PM
1:10PM
1:25PM
1:40PM
1:55PM
2:10PM
2:25PM
2:40PM
2:55PM
3:10PM
3:25PM
3:40PM
3:55PM
4:11PM
4:26PM
4:41PM
4:56PM
5:11PM
5:26PM
5:41PM
Temperature(oC)
Time (hours)
Ambient Temp PVT Temp-Theoretical
Theoretical studies from Energy Balance
0
10
20
30
40
50
60
8:25AM
8:40AM
8:55AM
9:10AM
9:25AM
9:40AM
9:55AM
10:10AM
10:25AM
10:40AM
10:55AM
11:10AM
11:25AM
11:40AM
11:55AM
12:10PM
12:25PM
12:40PM
12:55PM
1:10PM
1:25PM
1:40PM
1:55PM
2:10PM
2:25PM
2:40PM
2:55PM
3:10PM
3:25PM
3:40PM
3:55PM
4:11PM
4:26PM
4:41PM
4:56PM
5:11PM
5:26PM
5:41PM
Temperature(oC)
Time (hours)
Ambient Temp Wax Temp-Theoretical
Theoretical studies from Energy Balance
0
10
20
30
40
50
60
70
8:25AM
8:40AM
8:55AM
9:10AM
9:25AM
9:40AM
9:55AM
10:10AM
10:25AM
10:40AM
10:55AM
11:10AM
11:25AM
11:40AM
11:55AM
12:10PM
12:25PM
12:40PM
12:55PM
1:10PM
1:25PM
1:40PM
1:55PM
2:10PM
2:25PM
2:40PM
2:55PM
3:10PM
3:25PM
3:40PM
3:55PM
4:11PM
4:26PM
4:41PM
4:56PM
5:11PM
5:26PM
5:41PM
Temperature(oC)
Time (hours)
Ambient Temp Fluid Temp-Theoretical
Theoretical studies from Energy Balance
20
25
30
35
40
45
50
55
60
10 12.5 15 17.5 20 22.5 25
PV'SPANELTEMP.(°C)
DIAMETER (MM)
Is=400 W/m2. Is=600 W/m2. Is=800 W/m2. Is=1000 W/m2.
40
45
50
55
60
65
70
75
80
0 0.05 0.1 0.15 0.2
TEMPERATURE(°C)
MAS FLOW RATE (KG/S)
PV panel PCM Nanofluid
Effect of pipe diameter, solar irradiance and mass flow rate (ANSYS)
RESULTS & OBSERVATIONS
Temperature vs. Mass flow rate
RESULTS & OBSERVATIONS
Temperature vs. Time
RESULTS & OBSERVATIONS
Thermal energy vs. Time
RESULTS & OBSERVATIONS
Thermal efficiency vs. Time
RESULTS & OBSERVATIONS
Voltage across solar irradiance and time
RESULTS & OBSERVATIONS
Current across solar irradiance and time
RESULTS & OBSERVATIONS
Electric PV power across solar irradiance and Time
RESULTS & OBSERVATIONS
Electrical efficiency across solar irradiation and Time
RESULTS & OBSERVATIONS
0
20
40
60
80
100
120
1 2 3 4 5 6 7 8 9 10
PVTPOWER(W)
TIME (HOURS)
PVT cell.w PVT cell.pcm.w PVT cell.n.pcm.nf
Average daily generated powers
RESULTS & OBSERVATIONS
I-V curve
RESULTS & OBSERVATIONS
P-V curve
RESULTS & OBSERVATIONS
P-I curve
RESULTS & OBSERVATIONS
Daily generated Power of GCPV/T
RESULTS & OBSERVATIONS
Yield Factor of GCPV/T
RESULTS & OBSERVATIONS
Capacity Factor of GCPV/T
RESULTS & OBSERVATIONS
Voltage of GCPV/T across solar irradiance and time
RESULTS & OBSERVATIONS
Current of GCPV/T across solar irradiation and time
RESULTS & OBSERVATIONS
Power of GCPV/T across solar irradiation and time
RESULTS & OBSERVATIONS
Proposed GCPV/T vs GCPV
RESULTS & OBSERVATIONS
Annual capacity factor (22.03%)
RPV (85.43%)
Temp. losses (13.83%)
Inv. losses (6.7%)
Energy of system (0.682 kWh/day)
Grid-Connected 120Wp PV/T
RESULTS & OBSERVATIONS
0
10
20
30
40
50
60
70
80
8:00 AM 9:12 AM 10:24 AM11:36 AM12:48 PM 2:00 PM 3:12 PM 4:24 PM 5:36 PM
Thermalefficiency(%)
Time (hours)
"Measured" Theoretical
Comparison between EBE theoretical & measured thermal efficiency
RESULTS & OBSERVATIONS
Comparison between EBE theoretical & measured electrical efficiency
RESULTS & OBSERVATIONS
55
57
59
61
63
65
67
69
0 0.02 0.04 0.06 0.08 0.1 0.12 0.14 0.16 0.18 0.2
PCMtemperature(°C)
Mass flow rate (kg/s)
Nanofluid-Experimental Nanofluid-Numerical
Comparison between (ANSYS)
theoretical & measured, PCM temp. vs. flow rate
RESULTS & OBSERVATIONS
MLP network for performance-prediction of
proposed collector
RESULTS & OBSERVATIONS
SOFM network for performance-prediction of
proposed collector
RESULTS & OBSERVATIONS
SVM network for performance-prediction of
proposed collector
COMPARISON WITH LITERATURE
Correlation coefficient
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
1
[59] [78] [88] [89] [42] [43] [44] MLP/ PVT-
PCM_WAT
-Nano_NF-
Curr
MLP/ PVT-
PCM_WAT
-
Nano_NF_
eff
SOFM/
PVT-
PCM_WAT
-Nano- NF-
Curr
SOFM/
PVT-
PCM_WAT
-
Nano_NF_-
eff
SVM/ PVT-
PCM_WAT
-Nano- NF-
Curr
SVM/ PVT-
PCM_WAT
-
Nano_NF_-
eff
R 0.95 0.958 0.96 0.96 0.978 0.978 0.998 0.74308 0.54186 0.94753 0.90064 0.99662 0.99109
R
References
Present work
relative error
0
2
4
6
8
10
12
[44] [41] [43] [44] MLP/ PVT-
PCM_WAT-
Nano_NF-
Curr
MLP/ PVT-
PCM_WAT-
Nano_NF_eff
SOFM/ PVT-
PCM_WAT-
Nano- NF-
Curr
SOFM/ PVT-
PCM_WAT-
Nano_NF_-
eff
SVM/ PVT-
PCM_WAT-
Nano- NF-
Curr
SVM/ PVT-
PCM_WAT-
Nano_NF_-
eff
RMSE (%) 8.57 7.5 10.09 5.6 0.45229 0.71018 0.10298 0.19052 0.60664 0.33353
RMSE(%)
References
COMPARISON WITH LITERATURE
Present work
No. Item Unit price (USD) Quantity Price
(USD)
Life time
years
1 PV module 2.0/Wp 120 240 25
2 Support structure 20 1 20 25
3 Inverter 0.5/Wp 160 75 15
4 Circuit breakers 5 1 5 15
5 Civil & installation work 20 - 20 25
6 Pump 40 - 40 15
7 Heat exchanger 50 - 50 25
8 PCM tank 50 - 50 25
9 Nanofluid 1/litre 12litre 12 25
10 Nanofluid tank 20 - 20 25
11 Nano-PCM 1/g-0.75/kg 12g-12kg 21 1
12 Pipe 1.5/m 25m 37.5 25
13 Insulation 5 1m2 5
Total 595.5 25
RESULTS & OBSERVATIONS
PV/T cost breakdown
RESULTS & OBSERVATIONS
Cost breakdown per system component
RESULTS & OBSERVATIONS
Project cash flow over life span (conventional GCPV
system)
RESULTS & OBSERVATIONS
Project cash flow over life span (conventional GCPV/T
system)
RESULTS & OBSERVATIONS
Electrical and Total PVT efficiencies compared to other systems
• Introduction
• Literature Review
• Problem Statement/Objectives/Scope
• Methodology
• Mathematical Modelling
• Experimental Setup
• Results and Observations
• Conclusions & Recommendations
CONCLUSIONS
Objective 1
 To develop the mathematical model for the new
design of PV/T with nano-PCM and nanofluid.
 The (EBE) mathematical model was developed and
tested using MATLAB software with environmental
inputs. Modelling of pipe diameter and heat transfer
of the proposed system was conducted using CFD
simulation.
 Thermal efficiencies is found at 75% .
CONCLUSIONS
Objective 2
 To fabricate the experimental setup for the nano-PCM
and nanofluid system.
 The proposed system was fabricated in standalone
and grid-connected configurations. The thermal,
electrical and combined PV/T efficiencies are 72,
13.7 and 85.7%. Optimum mass flowrate is set for
0.175 kg/s.
CONCLUSIONS
Objective 3
 To compare the theoretical and experimental results
to examine their consistency.
 The ANSYS simulation shows a drop in PCM
temperature across with increase of mass flowrate.
This behavior closely resembles the experiments. For
the EBE the RME is 3.72% and 6.81% for electrical and
thermal efficiencies, respectively. Theoretical and
experimental work are consistent.
CONCLUSIONS
Objective 4
 To conduct Life Cycle Cost Analysis (LCCA) on the
nano-PCM and Nanofluid based PV/T System.
 The Life Cycle Cost, Capital cost, maintenance cost
and replacement cost in US$ are 1390.17, 595.50,
35.62 and 528.31.
 Cost of electricity and payback periods found to be $
0.125 / kWh and 5-6 years, respectively.
PVT efficiency:
85.7%
PVT efficiency:
74.1%
PVT efficiency:
60.4 %
Water based - PV/T
nanofluid based - PV/T
Nano-PCM & nanofluid based - PV/T
Evolution of PV/T SYSTEMS
C
PVTn-pcm. nf vs PV
Power
Voltage
Efficiency
Thermal
output
119.5 W
20.6 V
13.7%
13.8 kW
61.1W
11-13V
7.11%
None
For PV
performance
under STC of
- 14%
- Voc 21.5 V
- Isc 7.63 A
- P 120 ± 3 W
C
RECOMMENDATIONS
4. Implementation of fins and rings for heat dissipation for design of PCM
based PV/T in passive mode.
1. Investigating of non-organic PCM material for application of nanofluid &
nano-PCM based PV/T.
2. Investigation of advanced designs of proposed system with high
concentration ratio .
3. Design of hybrid nanofluid, nano-PCM and water based PV/T for reduced
material costs.
LIST OF PUBLICATION
INTERNATIONAL JOURNALS
2016
[1] Ali H. Al-Waeli, K. Sopian, Hussein A Kazem and Miqdam T. Chaichan, "Photovoltaic Solar Thermal (PV/T) Collectors Past, Present and Future: A Review",
International Journal of Applied Engineering Research (ISSN 0973-4562), India, Vol. 11, No. 22, PP. 10757-10765, 2016 (Research India Publications, Scopus -
Q4 - 2016).
2017
[2] Ali H. A. Alwaeli, K. Sopian, Hussein A Kazem and Miqdam T Chainchan, "Photovoltaic/Thermal (PV/T) Systems: Status and Future Prospects", Renewable
and Sustainable Energy Reviews RSER (ISSN 13640321), Netherlands, No. 77, PP. 109-130, 2017 (Elsevier BV, ISI, Scopus - Q1 – 2017).
[3] Ali H. A. Alwaeli, K. Sopian, Hussein A Kazem, Miqdam T Chainchan and Husam Abdul rasul, "An experimental investigation on using of nano-SiC-water as
base-fluid for photovoltaic thermal PV/T system ", Energy Conversion and Management (ISSN 01968904), UK, No. 142, PP. 547-558, 2017 (Elsevier Ltd, ISI,
Scopus – Q1 – 2017).
[4] Ali H. A. Alwaeli, K. Sopian, Miqdam T Chainchan, Hussein A Kazem, Adnan Ibrahim, Sohif Mat, and Mohd Hafidz Ruslan. "Evaluation of the nanofluid and
nano-PCM based photovoltaic thermal (PVT) system: An experimental study." Energy Conversion and Management (ISSN 01968904), UK, No. 151, PP. 693-
708, 2017 (Elsevier Ltd, ISI, Scopus – Q1 – 2017).
[5] Ali H. A. Alwaeli, Miqdam T. Chaichan, Hussein A. Kazem, and K. Sopian. "Comparative study to use nano-(Al2O3, CuO, and SiC) with water to enhance
photovoltaic thermal PV/T collectors." Energy Conversion and Management Energy Conversion and Management (ISSN 01968904), UK, No. 148, PP. 963-973,
2017 (Elsevier Ltd, ISI, Scopus – Q1 – 2017).
[6] Ali H. Al-Waeli, K. Sopian, Hussein A Kazem and Miqdam T. Chaichan, “Photovoltaic thermal PV/T systems: A review” International Journal of
Computation and Applied Sciences IJOCAAS (ISSN 2399-4509), UK, Vol. 2, No. 2, PP. 62-67, 2017 (Google Scholar).
[7] Ali H. Al-Waeli, Miqdam T. Chaichan, K. Sopian, Hussein A Kazem, “Energy Storage: CFD Modeling of Thermal Energy Storage for a Phase Change Materials
(PCM) added to a PV/T using nanofluid as a coolant”, Journal of Scientific and Engineering Research (ISSN: 2394-2630), 2017, Vol. 4, Issue 12, PP.193-202.
[8] Ali H. A. Alwaeli and Hussain Falih Mahdi, "Standalone PV systems for rural areas in Sabah, Malaysia: Review and case study application ", International
Journal of Computation and Applied Sciences IJOCAAS (ISSN 2399-4509), UK, Vol. 2, No. 1, PP. 41-45, 2017 (Google Scholar).
[9] Ali H. A. Alwaeli, K. Sopian, Adnan Ibrahim, Sohif Mat, and Mohd Hafidz Ruslan, "Nanofluid based photovoltaic thermal (PVT) incorporation in palm oil
production process", International Journal of Computation and Applied Sciences IJOCAAS (ISSN 2399-4509), UK, Vol. 3, No. 3, PP. 292-294, 2017 (Google
Scholar).
LIST OF PUBLICATION
INTERNATIONAL JOURNALS
2018
[10] Ali H. A. Alwaeli, Hussein A Kazem, K. Sopian and Miqdam T Chainchan. "Techno-economical assessment of
grid connected PV/T using nanoparticles and water as base-fluid systems in Malaysia", International Journal of
Sustainable Energy (ISSN 14786451), Vol. 37, No. 6, PP. 558-575, 2018 (Francis & Taylor, ISI, Scopus – Q3 – 2018).
[11] Ali H. A. Alwaeli, K. Sopian, Hussein A. Kazem, Jabar H. Yousif, Miqdam T. Chaichan, Adnan Ibrahim, Sohif
Mat, and Mohd Hafidz Ruslan. "Comparison of prediction methods of PV/T nanofluid and nano-PCM system using
a measured dataset and Artificial Neural Network." Solar Energy (ISSN 0038092), No. 162, PP. 378-396, 2018
(Elsevier Ltd, ISI, Scopus – Q1 – 2018).
[12] Ali H. A. Alwaeli, Miqdam T. Chaichan, Hussein A. Kazem, K. Sopian, Adnan Ibrahim, Sohif Mat, and Mohd
Hafidz Ruslan. "Comparison study of indoor/outdoor experiments of a photovoltaic thermal PV/T system
containing SiC nanofluid as a coolant" Energy (ISSN 03605442), No. 151, PP. 33-44, 2018 (Elsevier Ltd, ISI, Scopus –
Q1 – 2018).
[13] Ali H. A. Alwaeli, Miqdam T. Chaichan, Hussein A. Kazem, K. Sopian, and Javad Safaei. "Numerical study on
the effect of operating nanofluids of photovoltaic thermal system (PV/T) on the convective heat transfer." Case
Studies in Thermal Engineering (2018). Energy (ISSN 2214157), Vol. 12, PP. 405-413, 2018 (Elsevier Ltd, ISI, Scopus
– Q1 – 2018).
[14] Ali H. A. Alwaeli, K. Sopian, Hussein A. Kazem, and Miqdam T. Chaichan. "Nanofluid based grid connected
PV/T systems in Malaysia: A techno-economical assessment." Sustainable Energy Technologies and Assessments
(ISSN 22131388), Vol. 28, PP. 81-95, 2018 (Elsevier Limited ISI, Scopus – Q1 – 2018).
[15] Kamaruzzaman Sopian, Ali H A Alwaeli, Husam Abdulrasool Hasan, Ali Najah Al-Shamani, “Recent
advances in innovative and compact photovoltaic thermal solar collectors” ICRSE, Coimbatore, India
2017.
[16] Kamaruzzaman Sopian, Ali H A Alwaeli, Husam Abdulrasool Hasan and Ali Najah Al-Shamani,
“Advances in High Efficiency Photovoltaic Thermal Solar Collectors” Advanced Science Letters, ICE-
SEAM 2017 Conference, Melaka, Malaysia.
[17] Kamaruzzaman Sopian, Ali H. Alwaeli and Hussein A. Kazem “The use of Nanofluids for Enhancing
the Performance in Photovoltaic Thermal Systems” Journal of advanced manufacturing technology
2017.
[18] Kamaruzzaman Sopiana, Ali H. A. Alwaeli, Ali Najah Al-Shamani and A. M. Elbreki
“Thermodynamic analysis of new concepts for enhancing cooling of PV panels for Grid-Connected PV
systems” Journal of Thermal Analysis and Calorimetry, 2017.
[19] Ali H. A. Alwaeli, Kamaruzzaman Sopian, Adnan Ibrahim, Sohif Mat and Mohd Hafidz Ruslan
“Application of nanofluids and phase change material (PCM) in photovoltaic thermal (PV/T) collectors”
5th SERI Colloquium 2017 special issues for Journal of engineering UKM –2017. (Accepted with minor
revision).
[20] Kamaruzzaman Sopian, Ali H. A. Alwaeli, and Hussein A. Kazem, “ The way forward for nanofluids
as coolants for PV/T systems in Malaysia” special issues for Journal of engineering UKM –2018.
(Accepted with minor revision).
LIST OF PUBLICATION
NATIONAL/INTERNATIONAL CONFERENCES
• 1st prize winner in 3-minute thesis competition 2018, UKM,
Malaysia.
• 2nd prize winner in sustainability challenge 2017 "Palm oil industry
and community sustainability", The national university of Malaysia,
30th of November 2017, for presentation " Nanofluid based
photovoltaic thermal (PVT) incorporation in palm oil production
process ".
• Silver medal in PECIPTA 2017 "International conference and
exhibitions on inventions by institutions of higher learning", Kuala
Terengganu, 7-9th of October 2017, for invention "Grid connected
Photovoltaic thermal system with nanofluids".
LIST OF PUBLICATION
COMPETITION PARTICIPATION & AWARDS
PHOTOVOLTAIC THERMAL COLLECTOR WITH NANO-PCM AND
NANOFLUIDS (PI 2018701258)
FILED FOR PATENT
Thank you
Disclaimer Some of the figures/tables in this presentation are not owned by the Presenter, they are
material copyrighted to their rightful owners. This presentation is intended for non-profit educational
purposes. Slides with copyrighted material (images/tables) contain the letter C in the bottom right
corner. The actual presentation contains elements that are not mentioned in the PowerPoint and even
edits to the PowerPoint. Still, this presentation contain useful information and figures with regards to
artificial neural networks and photovoltaic thermal (PV/T) collectors with nanofluids and nano-PCM. This
presentation was prepared independently by the presenter and is owned by: Dr. Ali H. A. Alwaeli

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Photovoltaic thermal (PV/T) collectors with nanofluids and nano-Phase Change Material

  • 1. PERFORMANCE OF PHOTOVOLTAIC THERMAL (PV/T) COLLECTORS WITH NANOFLUIDS AND NANO-PCM Ali Hussein Abdul zahra Al-waeli Matric No. P86588 PhD Candidate Supervision committee Professor Dato' Dr. Kamaruzzaman Sopian Dr. Adnan Ibrahim Professor Dr. Sohif Mat Professor Dr. Mohd Hafidz Ruslan Assoc. Professor Dr. Hussein A. Kazem
  • 2. • Introduction • Literature Review • Problem Statement/Objectives/Scope • Methodology • Mathematical Modelling • Experimental Setup • Results and Observations • Conclusions & Recommendations C
  • 3. C
  • 4. Absorber design can enhance the heat transfer, especially when covering more surface area of the panel Photovoltaic thermal (PV/T) C
  • 5. RATIONALE FOR USING PVT (a) Flat Plate Solar Collector Photovoltaic Panel Photovoltaic thermal Solar Collector C
  • 6. RATIONALE FOR USING PVT (b)  Area of Collector = Area of thermal collector (At) +Area of photovoltaic panel (Apv)  Efficiency = ( thermal efficiency (t) + Electrical efficiency (el))2 Thermal Efficiency = 60 % Electrical Efficiency = 10 % Combined Photovoltaic Thermal Efficiency = 35 %  Area of Collector = Area of thermal collector (At) +Area of photovoltaic panel (Apv)  Efficiency = thermal efficiency (t) + Electrical efficiency (el) Thermal Efficiency = 50 % Electrical Efficiency = 14 % Combined Photovoltaic Thermal Efficiency = 64 % ST PV PV/T Flat Plate Solar Collector C
  • 7. Advanced Cooling Techniques – Nanofluids & nano- PCM  Nanofluids: A nano-sized particle Mixed in fluids as water, in order to enhance thermo-physical properties  PCM: A phase change material like Paraffin used to increasing thermal capacitance and whereby controlling the temperature at a desired temperature. C
  • 8. • Introduction • Literature Review • Problem Statement/Objectives/Scope • Methodology • Mathematical Modelling • Experimental Setup • Results and Observations • Conclusions & Recommendations C
  • 9. LITERATURE REVIEW (selected authors) AUTHOR TITLE DISCUSSIONS 1 Palaskar VN & Deshmukh SP 2015 Performance analysis of a specially designed flow heat exchanger used in hybrid PV/Thermal solar system Performed experimental tests to evaluate the impact of spiral flow absorber on PV/T performance. The maximum achieved thermal and electrical efficiencies were 68.2% & 12.9%, respectively. 2 Hassani et al. 2016 Environmental and exergy benefit of nanofluid-based hybrid PV/T systems Theoretically analyzed the exergy life cycle for three variables nanofluids-based PV/T hybrid systems. The maximum electrical and exegetic efficiencies achieved were both around 12%. 3 Adriana MA 2017 Hybrid nanofluids based on Al2O3, TiO2 and SiO2: numerical evaluation of different approaches Studied the thermophysical properties of three oxide-based nanofluids. Concluded that the use of nanofluids enhanced the thermal conductivity by 12%, and raised the convective heat transfer Coefficient Journals: 300+ Proceedings: 100+
  • 10. • Introduction • Literature Review • Problem Statement/Objectives/Scope • Methodology • Mathematical Modelling • Experimental Setup • Results and Observations • Conclusions & Recommendations C
  • 11. PROBLEM STATEMENT There is a need to develop compact cost-competitive high-efficiency PV/T Collectors. Throughout the literature the focus of efforts have been to develop and modify nanofluids and PCM, separately. There is CLEARLY no mention of adding both nanofluids and Phase Change Material (PCM) for further enhancement of PV/T collector. Employing nanoparticles in PCM and implementing this nano-pcm along with nanofluid to increase the overall performance of PV/T would be very beneficial to the PV/T market by presenting a novel design, higher efficiency and superior performance over the long run. Hence, a PV/T collector with nanofluids and nano-PCM will enable to achieve highest performing, cost-competitive energy system.
  • 12. OBJECTIVES Research Objectives Research Methodologies  To develop the mathematical model for the new design of PV/T with nano-PCM and nanofluid. Theoretical  To fabricate the experimental setup for the nano-PCM and nanofluid system. Experimental  To compare the theoretical and experimental results to examine their consistency. Both theoretical and experimental  To conduct Life Cycle Cost Analysis (LCCA) on the nano-PCM and Nanofluid based PV/T System. Both theoretical and experimental
  • 13. Scope of Study Research Domain Limitations  Focus on method of mixing nanofluids and nano-PCM  Don’t focus on best type of nanofluids or PCM necessarily nor non-organic PCM  To investigate the electrical behavior of crystalline silicon PV  Amorphous silicon & other types are excluded  To focus on tropical climate conditions of Malaysia  Desert and freezing climates (the extremes) are excluded  LCCA presents the capital, maintenance, replacement and salvage costs. In addition to CoE and LCC.  LCCA does not include GPBP or EPBP
  • 14. • Introduction • Literature Review • Problem Statement/Objectives/Scope • Methodology • Mathematical Modelling • Experimental Setup • Results and Observations • Conclusions & Recommendations C
  • 15. METHODOLOGY Nanomaterial preparation & characterization (a) Steps of preparing nanofluids and measuring the thermo- physical properties
  • 23. • Introduction • Literature Review • Problem Statement/Objectives/Scope • Methodology • Mathematical Modelling • Experimental Setup • Results and Observations • Conclusions & Recommendations C
  • 24. Cross-section view of the collector design COLLECTOR DESIGN Nano-PCM tank
  • 25. COLLECTOR DESIGN Top view – nano-PCM tank & nanofluid tubes Entering nanofluid Exiting nanofluid Exhaust air bubbles Entering liquid nano-PCM Exiting liquid nano-PCM Nano-PCM tank
  • 26. ENERGY BALANCE EQUATIONS 1. One-dimensional (1D) thermal models, as the sides and back of the system completely isolated 2. Isothermal surface was assumed, so edge effects were neglected (edges are well isolated) 3. The flow is fully developed in the tubes 4. The effect of the friction in the pipes is neglected 5. All surfaces had the same area (glass, PV, and wax tank) 6. The thermal properties of all solid materials are constant with temperature variation 7. Temperature of coil surface (Tcoil) is approximately equal to wax temperature (Twax) 8. There is no dust or partial shading on the collector Assumptions
  • 27. ENERGY BALANCE EQUATIONS Energy balance & equivalent thermal resistance circuit
  • 28. ENERGY BALANCE EQUATIONS • dTglass dt = 0.105 + 7.8 × 10−6 G − 0.075Tglass + 0.075TPVT − 1.1 × 10−11 Tglass 4 • dTPVT dt = 0.0035 G − 1.018Tglass − 2273.47TPVT + 2274.5Twax • dTwax dt = 3.78 + 190.72 TPVT − 190.722 Twax − 0.15Tfluid • 𝜕Tfluid 𝜕t = 0.00123 Tcoil − Tfluid − 1.9 𝜕Tfluid 𝜕z
  • 29. • The electric power (Pmax) is expressed as: Where (Imp) is the maximum power point current and (Vmp) is the maximum power point voltage. The power unit is watts (W). • The electrical efficiency (e) of conventional PV is calculated using the formula below: Where (G) is the solar irradiance in w/m2 and (AC) is the collector area in m2 POWER AND EFFICIENCIES 𝑷 𝒎𝒂𝒙 = 𝑰 𝒎𝒑 × 𝑽 𝒎𝒑  𝒆 = 𝑷 𝑮 × 𝑨 𝑷𝒂𝒏𝒆𝒍
  • 30. • The total of the efficiencies, which is known as total efficiency combined is used to evaluate the overall performance of the system: • The thermal efficiency (th) of the conventional flat plate solar collector is calculated using the formula below: • For temperature-dependent electrical efficiency of the PV module, el the expression is given as below: COMBINED PV/T EFFICIENCY elthcombined   c(t) u ht A*I Q =  )( aiLRcu TTUSFAQ   )TT(*= rpmrel   1 Hottel–Whillier equations
  • 31. • The Life Cycle Cost of the Photovoltaic thermal (PV/T) system is: • the present worth of each factor which is calculated using the future sum of money (F) in a given year (N) at a given interest rate (i) and inflation rate (f): • The cost of energy (COE) is calculated based on LCC and system energy production: Life Cycle Cost Analysis 𝐿𝐶𝐶 = 𝐶 𝐶𝑎𝑝𝑖𝑡𝑎𝑙 + 1 𝑛 𝐶 𝑂&𝑀 × 𝑅 𝑃𝑊 + 1 𝑛 𝐶𝑟𝑒𝑝𝑙𝑎𝑐𝑒𝑚𝑒𝑛𝑡 × 𝑅 𝑃𝑊 − 𝐶𝑆𝑎𝑙𝑣𝑎𝑔𝑒 × 𝑅 𝑃𝑊 𝑅 𝑃𝑊 = 𝐹 (1 + 𝑖) 𝑁 CoE = 𝐿𝐶𝐶 1 𝑛 𝐸 𝑃𝑉
  • 32. • Introduction • Literature Review • Problem Statement/Objectives/Scope • Methodology • Mathematical Modelling • Experimental Setup • Results and Observations • Conclusions & Recommendations C
  • 33. EXPERIMENTAL SETUP Photovoltaic Thermal (PVT) System Schematic Diagram
  • 34. Entering nanofluid Exiting nanofluid Exhaust air bubbles Entering liquid nano-PCM Exiting liquid nano-PCM Photovoltaic panelNano-PCM tank PV/T COLLECTOR WITH NANO-PCM & NANOFLUIDS
  • 35. NANO-PCM TANK & NANOFLUID TUBES
  • 36. EXPERIMENTAL SETUP Photographs of the experimental setup
  • 37. EXPERIMENTAL SETUP 1.2 kWp GCPV/T array (composed of 10 – 120 Wp)
  • 38. EXPERIMENTAL SETUP 1.2 kWp GCPV/T array (composed of 10 – 120 Wp)
  • 39. EXPERIMENTAL SETUP Paraffin SiC and Paraffin SiC-Paraffin
  • 41. • Introduction • Literature Review • Problem Statement/Objectives/Scope • Methodology • Mathematical Modelling • Experimental Setup • Results and Observations • Conclusions & Recommendations
  • 42. Nanofluids and Nano-PCM Properties FESEM, XRD and EDS of SiC-Paraffin & SiC
  • 43. Nanofluids and Nano-PCM Properties 0.97 0.975 0.98 0.985 0.99 0.995 1 1.005 20 30 40 50 60 Density(g/ml) Temperature (°C) 0% SiC 1.0% SiC 1.5% SiC 2.0% SiC 3.0% SiC 4.0% SiC 0.9 0.92 0.94 0.96 0.98 1 1.02 20 30 40 50 60 Viscosity(mPa.s) Temperature (°C) 0% SiC 1.0% SiC 1.5% SiC 2.0% SiC 3.0% SiC 4.0% SiC 0.6 0.62 0.64 0.66 0.68 0.7 0.72 20 30 40 50 60 Thermalconductivity(W/m.K) Temperature (°C) 0% SiC 1.0% SiC 1.5% SiC 2.0% SiC 3.0% SiC 4.0% SiC Added nano-SiC was (3 wt. %) to water Density rose by 8.2% Viscosity rose up to 5.18% Thermal conductivity rose up to 4.3%
  • 44. Nanofluids and Nano-PCM Properties Added nano-SiC was (0.1 wt. %) to PCM 0 0.02 0.04 0.06 0.08 0.1 0.12 0.14 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 5 0.00 0.10 0.50 1.00 2.00 3.00 4.00 5.00 Relativethermalcapacityenhancement(%) Relativethermalconductivityenhancement(%) Nano-SiC mass fraction (%) Relative thermal conductivity enhancement Relative thermal capacity enhancement Change in thermophysical properties of Paraffin 0.1 % Mass fraction added to the paraffin wax (PCM) Density enhancement 0.01% Viscosity enhancement 0.1%
  • 45. Theoretical studies from Energy Balance 0 10 20 30 40 50 60 8:25AM 8:40AM 8:55AM 9:10AM 9:25AM 9:40AM 9:55AM 10:10AM 10:25AM 10:40AM 10:55AM 11:10AM 11:25AM 11:40AM 11:55AM 12:10PM 12:25PM 12:40PM 12:55PM 1:10PM 1:25PM 1:40PM 1:55PM 2:10PM 2:25PM 2:40PM 2:55PM 3:10PM 3:25PM 3:40PM 3:55PM 4:11PM 4:26PM 4:41PM 4:56PM 5:11PM 5:26PM 5:41PM Temperature(oC) Time (hours) Ambient Temp Glass Temp-Theoretical
  • 46. Theoretical studies from Energy Balance 0 5 10 15 20 25 30 35 40 45 8:25AM 8:40AM 8:55AM 9:10AM 9:25AM 9:40AM 9:55AM 10:10AM 10:25AM 10:40AM 10:55AM 11:10AM 11:25AM 11:40AM 11:55AM 12:10PM 12:25PM 12:40PM 12:55PM 1:10PM 1:25PM 1:40PM 1:55PM 2:10PM 2:25PM 2:40PM 2:55PM 3:10PM 3:25PM 3:40PM 3:55PM 4:11PM 4:26PM 4:41PM 4:56PM 5:11PM 5:26PM 5:41PM Temperature(oC) Time (hours) Ambient Temp PVT Temp-Theoretical
  • 47. Theoretical studies from Energy Balance 0 10 20 30 40 50 60 8:25AM 8:40AM 8:55AM 9:10AM 9:25AM 9:40AM 9:55AM 10:10AM 10:25AM 10:40AM 10:55AM 11:10AM 11:25AM 11:40AM 11:55AM 12:10PM 12:25PM 12:40PM 12:55PM 1:10PM 1:25PM 1:40PM 1:55PM 2:10PM 2:25PM 2:40PM 2:55PM 3:10PM 3:25PM 3:40PM 3:55PM 4:11PM 4:26PM 4:41PM 4:56PM 5:11PM 5:26PM 5:41PM Temperature(oC) Time (hours) Ambient Temp Wax Temp-Theoretical
  • 48. Theoretical studies from Energy Balance 0 10 20 30 40 50 60 70 8:25AM 8:40AM 8:55AM 9:10AM 9:25AM 9:40AM 9:55AM 10:10AM 10:25AM 10:40AM 10:55AM 11:10AM 11:25AM 11:40AM 11:55AM 12:10PM 12:25PM 12:40PM 12:55PM 1:10PM 1:25PM 1:40PM 1:55PM 2:10PM 2:25PM 2:40PM 2:55PM 3:10PM 3:25PM 3:40PM 3:55PM 4:11PM 4:26PM 4:41PM 4:56PM 5:11PM 5:26PM 5:41PM Temperature(oC) Time (hours) Ambient Temp Fluid Temp-Theoretical
  • 49. Theoretical studies from Energy Balance 20 25 30 35 40 45 50 55 60 10 12.5 15 17.5 20 22.5 25 PV'SPANELTEMP.(°C) DIAMETER (MM) Is=400 W/m2. Is=600 W/m2. Is=800 W/m2. Is=1000 W/m2. 40 45 50 55 60 65 70 75 80 0 0.05 0.1 0.15 0.2 TEMPERATURE(°C) MAS FLOW RATE (KG/S) PV panel PCM Nanofluid Effect of pipe diameter, solar irradiance and mass flow rate (ANSYS)
  • 53. RESULTS & OBSERVATIONS Thermal efficiency vs. Time
  • 54. RESULTS & OBSERVATIONS Voltage across solar irradiance and time
  • 55. RESULTS & OBSERVATIONS Current across solar irradiance and time
  • 56. RESULTS & OBSERVATIONS Electric PV power across solar irradiance and Time
  • 57. RESULTS & OBSERVATIONS Electrical efficiency across solar irradiation and Time
  • 58. RESULTS & OBSERVATIONS 0 20 40 60 80 100 120 1 2 3 4 5 6 7 8 9 10 PVTPOWER(W) TIME (HOURS) PVT cell.w PVT cell.pcm.w PVT cell.n.pcm.nf Average daily generated powers
  • 62. RESULTS & OBSERVATIONS Daily generated Power of GCPV/T
  • 63. RESULTS & OBSERVATIONS Yield Factor of GCPV/T
  • 65. RESULTS & OBSERVATIONS Voltage of GCPV/T across solar irradiance and time
  • 66. RESULTS & OBSERVATIONS Current of GCPV/T across solar irradiation and time
  • 67. RESULTS & OBSERVATIONS Power of GCPV/T across solar irradiation and time
  • 69. RESULTS & OBSERVATIONS Annual capacity factor (22.03%) RPV (85.43%) Temp. losses (13.83%) Inv. losses (6.7%) Energy of system (0.682 kWh/day) Grid-Connected 120Wp PV/T
  • 70. RESULTS & OBSERVATIONS 0 10 20 30 40 50 60 70 80 8:00 AM 9:12 AM 10:24 AM11:36 AM12:48 PM 2:00 PM 3:12 PM 4:24 PM 5:36 PM Thermalefficiency(%) Time (hours) "Measured" Theoretical Comparison between EBE theoretical & measured thermal efficiency
  • 71. RESULTS & OBSERVATIONS Comparison between EBE theoretical & measured electrical efficiency
  • 72. RESULTS & OBSERVATIONS 55 57 59 61 63 65 67 69 0 0.02 0.04 0.06 0.08 0.1 0.12 0.14 0.16 0.18 0.2 PCMtemperature(°C) Mass flow rate (kg/s) Nanofluid-Experimental Nanofluid-Numerical Comparison between (ANSYS) theoretical & measured, PCM temp. vs. flow rate
  • 73. RESULTS & OBSERVATIONS MLP network for performance-prediction of proposed collector
  • 74. RESULTS & OBSERVATIONS SOFM network for performance-prediction of proposed collector
  • 75. RESULTS & OBSERVATIONS SVM network for performance-prediction of proposed collector
  • 76. COMPARISON WITH LITERATURE Correlation coefficient 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 [59] [78] [88] [89] [42] [43] [44] MLP/ PVT- PCM_WAT -Nano_NF- Curr MLP/ PVT- PCM_WAT - Nano_NF_ eff SOFM/ PVT- PCM_WAT -Nano- NF- Curr SOFM/ PVT- PCM_WAT - Nano_NF_- eff SVM/ PVT- PCM_WAT -Nano- NF- Curr SVM/ PVT- PCM_WAT - Nano_NF_- eff R 0.95 0.958 0.96 0.96 0.978 0.978 0.998 0.74308 0.54186 0.94753 0.90064 0.99662 0.99109 R References Present work
  • 77. relative error 0 2 4 6 8 10 12 [44] [41] [43] [44] MLP/ PVT- PCM_WAT- Nano_NF- Curr MLP/ PVT- PCM_WAT- Nano_NF_eff SOFM/ PVT- PCM_WAT- Nano- NF- Curr SOFM/ PVT- PCM_WAT- Nano_NF_- eff SVM/ PVT- PCM_WAT- Nano- NF- Curr SVM/ PVT- PCM_WAT- Nano_NF_- eff RMSE (%) 8.57 7.5 10.09 5.6 0.45229 0.71018 0.10298 0.19052 0.60664 0.33353 RMSE(%) References COMPARISON WITH LITERATURE Present work
  • 78. No. Item Unit price (USD) Quantity Price (USD) Life time years 1 PV module 2.0/Wp 120 240 25 2 Support structure 20 1 20 25 3 Inverter 0.5/Wp 160 75 15 4 Circuit breakers 5 1 5 15 5 Civil & installation work 20 - 20 25 6 Pump 40 - 40 15 7 Heat exchanger 50 - 50 25 8 PCM tank 50 - 50 25 9 Nanofluid 1/litre 12litre 12 25 10 Nanofluid tank 20 - 20 25 11 Nano-PCM 1/g-0.75/kg 12g-12kg 21 1 12 Pipe 1.5/m 25m 37.5 25 13 Insulation 5 1m2 5 Total 595.5 25 RESULTS & OBSERVATIONS PV/T cost breakdown
  • 79. RESULTS & OBSERVATIONS Cost breakdown per system component
  • 80. RESULTS & OBSERVATIONS Project cash flow over life span (conventional GCPV system)
  • 81. RESULTS & OBSERVATIONS Project cash flow over life span (conventional GCPV/T system)
  • 82. RESULTS & OBSERVATIONS Electrical and Total PVT efficiencies compared to other systems
  • 83. • Introduction • Literature Review • Problem Statement/Objectives/Scope • Methodology • Mathematical Modelling • Experimental Setup • Results and Observations • Conclusions & Recommendations
  • 84. CONCLUSIONS Objective 1  To develop the mathematical model for the new design of PV/T with nano-PCM and nanofluid.  The (EBE) mathematical model was developed and tested using MATLAB software with environmental inputs. Modelling of pipe diameter and heat transfer of the proposed system was conducted using CFD simulation.  Thermal efficiencies is found at 75% .
  • 85. CONCLUSIONS Objective 2  To fabricate the experimental setup for the nano-PCM and nanofluid system.  The proposed system was fabricated in standalone and grid-connected configurations. The thermal, electrical and combined PV/T efficiencies are 72, 13.7 and 85.7%. Optimum mass flowrate is set for 0.175 kg/s.
  • 86. CONCLUSIONS Objective 3  To compare the theoretical and experimental results to examine their consistency.  The ANSYS simulation shows a drop in PCM temperature across with increase of mass flowrate. This behavior closely resembles the experiments. For the EBE the RME is 3.72% and 6.81% for electrical and thermal efficiencies, respectively. Theoretical and experimental work are consistent.
  • 87. CONCLUSIONS Objective 4  To conduct Life Cycle Cost Analysis (LCCA) on the nano-PCM and Nanofluid based PV/T System.  The Life Cycle Cost, Capital cost, maintenance cost and replacement cost in US$ are 1390.17, 595.50, 35.62 and 528.31.  Cost of electricity and payback periods found to be $ 0.125 / kWh and 5-6 years, respectively.
  • 88. PVT efficiency: 85.7% PVT efficiency: 74.1% PVT efficiency: 60.4 % Water based - PV/T nanofluid based - PV/T Nano-PCM & nanofluid based - PV/T Evolution of PV/T SYSTEMS C
  • 89. PVTn-pcm. nf vs PV Power Voltage Efficiency Thermal output 119.5 W 20.6 V 13.7% 13.8 kW 61.1W 11-13V 7.11% None For PV performance under STC of - 14% - Voc 21.5 V - Isc 7.63 A - P 120 ± 3 W C
  • 90. RECOMMENDATIONS 4. Implementation of fins and rings for heat dissipation for design of PCM based PV/T in passive mode. 1. Investigating of non-organic PCM material for application of nanofluid & nano-PCM based PV/T. 2. Investigation of advanced designs of proposed system with high concentration ratio . 3. Design of hybrid nanofluid, nano-PCM and water based PV/T for reduced material costs.
  • 91. LIST OF PUBLICATION INTERNATIONAL JOURNALS 2016 [1] Ali H. Al-Waeli, K. Sopian, Hussein A Kazem and Miqdam T. Chaichan, "Photovoltaic Solar Thermal (PV/T) Collectors Past, Present and Future: A Review", International Journal of Applied Engineering Research (ISSN 0973-4562), India, Vol. 11, No. 22, PP. 10757-10765, 2016 (Research India Publications, Scopus - Q4 - 2016). 2017 [2] Ali H. A. Alwaeli, K. Sopian, Hussein A Kazem and Miqdam T Chainchan, "Photovoltaic/Thermal (PV/T) Systems: Status and Future Prospects", Renewable and Sustainable Energy Reviews RSER (ISSN 13640321), Netherlands, No. 77, PP. 109-130, 2017 (Elsevier BV, ISI, Scopus - Q1 – 2017). [3] Ali H. A. Alwaeli, K. Sopian, Hussein A Kazem, Miqdam T Chainchan and Husam Abdul rasul, "An experimental investigation on using of nano-SiC-water as base-fluid for photovoltaic thermal PV/T system ", Energy Conversion and Management (ISSN 01968904), UK, No. 142, PP. 547-558, 2017 (Elsevier Ltd, ISI, Scopus – Q1 – 2017). [4] Ali H. A. Alwaeli, K. Sopian, Miqdam T Chainchan, Hussein A Kazem, Adnan Ibrahim, Sohif Mat, and Mohd Hafidz Ruslan. "Evaluation of the nanofluid and nano-PCM based photovoltaic thermal (PVT) system: An experimental study." Energy Conversion and Management (ISSN 01968904), UK, No. 151, PP. 693- 708, 2017 (Elsevier Ltd, ISI, Scopus – Q1 – 2017). [5] Ali H. A. Alwaeli, Miqdam T. Chaichan, Hussein A. Kazem, and K. Sopian. "Comparative study to use nano-(Al2O3, CuO, and SiC) with water to enhance photovoltaic thermal PV/T collectors." Energy Conversion and Management Energy Conversion and Management (ISSN 01968904), UK, No. 148, PP. 963-973, 2017 (Elsevier Ltd, ISI, Scopus – Q1 – 2017). [6] Ali H. Al-Waeli, K. Sopian, Hussein A Kazem and Miqdam T. Chaichan, “Photovoltaic thermal PV/T systems: A review” International Journal of Computation and Applied Sciences IJOCAAS (ISSN 2399-4509), UK, Vol. 2, No. 2, PP. 62-67, 2017 (Google Scholar). [7] Ali H. Al-Waeli, Miqdam T. Chaichan, K. Sopian, Hussein A Kazem, “Energy Storage: CFD Modeling of Thermal Energy Storage for a Phase Change Materials (PCM) added to a PV/T using nanofluid as a coolant”, Journal of Scientific and Engineering Research (ISSN: 2394-2630), 2017, Vol. 4, Issue 12, PP.193-202. [8] Ali H. A. Alwaeli and Hussain Falih Mahdi, "Standalone PV systems for rural areas in Sabah, Malaysia: Review and case study application ", International Journal of Computation and Applied Sciences IJOCAAS (ISSN 2399-4509), UK, Vol. 2, No. 1, PP. 41-45, 2017 (Google Scholar). [9] Ali H. A. Alwaeli, K. Sopian, Adnan Ibrahim, Sohif Mat, and Mohd Hafidz Ruslan, "Nanofluid based photovoltaic thermal (PVT) incorporation in palm oil production process", International Journal of Computation and Applied Sciences IJOCAAS (ISSN 2399-4509), UK, Vol. 3, No. 3, PP. 292-294, 2017 (Google Scholar).
  • 92. LIST OF PUBLICATION INTERNATIONAL JOURNALS 2018 [10] Ali H. A. Alwaeli, Hussein A Kazem, K. Sopian and Miqdam T Chainchan. "Techno-economical assessment of grid connected PV/T using nanoparticles and water as base-fluid systems in Malaysia", International Journal of Sustainable Energy (ISSN 14786451), Vol. 37, No. 6, PP. 558-575, 2018 (Francis & Taylor, ISI, Scopus – Q3 – 2018). [11] Ali H. A. Alwaeli, K. Sopian, Hussein A. Kazem, Jabar H. Yousif, Miqdam T. Chaichan, Adnan Ibrahim, Sohif Mat, and Mohd Hafidz Ruslan. "Comparison of prediction methods of PV/T nanofluid and nano-PCM system using a measured dataset and Artificial Neural Network." Solar Energy (ISSN 0038092), No. 162, PP. 378-396, 2018 (Elsevier Ltd, ISI, Scopus – Q1 – 2018). [12] Ali H. A. Alwaeli, Miqdam T. Chaichan, Hussein A. Kazem, K. Sopian, Adnan Ibrahim, Sohif Mat, and Mohd Hafidz Ruslan. "Comparison study of indoor/outdoor experiments of a photovoltaic thermal PV/T system containing SiC nanofluid as a coolant" Energy (ISSN 03605442), No. 151, PP. 33-44, 2018 (Elsevier Ltd, ISI, Scopus – Q1 – 2018). [13] Ali H. A. Alwaeli, Miqdam T. Chaichan, Hussein A. Kazem, K. Sopian, and Javad Safaei. "Numerical study on the effect of operating nanofluids of photovoltaic thermal system (PV/T) on the convective heat transfer." Case Studies in Thermal Engineering (2018). Energy (ISSN 2214157), Vol. 12, PP. 405-413, 2018 (Elsevier Ltd, ISI, Scopus – Q1 – 2018). [14] Ali H. A. Alwaeli, K. Sopian, Hussein A. Kazem, and Miqdam T. Chaichan. "Nanofluid based grid connected PV/T systems in Malaysia: A techno-economical assessment." Sustainable Energy Technologies and Assessments (ISSN 22131388), Vol. 28, PP. 81-95, 2018 (Elsevier Limited ISI, Scopus – Q1 – 2018).
  • 93. [15] Kamaruzzaman Sopian, Ali H A Alwaeli, Husam Abdulrasool Hasan, Ali Najah Al-Shamani, “Recent advances in innovative and compact photovoltaic thermal solar collectors” ICRSE, Coimbatore, India 2017. [16] Kamaruzzaman Sopian, Ali H A Alwaeli, Husam Abdulrasool Hasan and Ali Najah Al-Shamani, “Advances in High Efficiency Photovoltaic Thermal Solar Collectors” Advanced Science Letters, ICE- SEAM 2017 Conference, Melaka, Malaysia. [17] Kamaruzzaman Sopian, Ali H. Alwaeli and Hussein A. Kazem “The use of Nanofluids for Enhancing the Performance in Photovoltaic Thermal Systems” Journal of advanced manufacturing technology 2017. [18] Kamaruzzaman Sopiana, Ali H. A. Alwaeli, Ali Najah Al-Shamani and A. M. Elbreki “Thermodynamic analysis of new concepts for enhancing cooling of PV panels for Grid-Connected PV systems” Journal of Thermal Analysis and Calorimetry, 2017. [19] Ali H. A. Alwaeli, Kamaruzzaman Sopian, Adnan Ibrahim, Sohif Mat and Mohd Hafidz Ruslan “Application of nanofluids and phase change material (PCM) in photovoltaic thermal (PV/T) collectors” 5th SERI Colloquium 2017 special issues for Journal of engineering UKM –2017. (Accepted with minor revision). [20] Kamaruzzaman Sopian, Ali H. A. Alwaeli, and Hussein A. Kazem, “ The way forward for nanofluids as coolants for PV/T systems in Malaysia” special issues for Journal of engineering UKM –2018. (Accepted with minor revision). LIST OF PUBLICATION NATIONAL/INTERNATIONAL CONFERENCES
  • 94. • 1st prize winner in 3-minute thesis competition 2018, UKM, Malaysia. • 2nd prize winner in sustainability challenge 2017 "Palm oil industry and community sustainability", The national university of Malaysia, 30th of November 2017, for presentation " Nanofluid based photovoltaic thermal (PVT) incorporation in palm oil production process ". • Silver medal in PECIPTA 2017 "International conference and exhibitions on inventions by institutions of higher learning", Kuala Terengganu, 7-9th of October 2017, for invention "Grid connected Photovoltaic thermal system with nanofluids". LIST OF PUBLICATION COMPETITION PARTICIPATION & AWARDS
  • 95. PHOTOVOLTAIC THERMAL COLLECTOR WITH NANO-PCM AND NANOFLUIDS (PI 2018701258) FILED FOR PATENT
  • 97. Disclaimer Some of the figures/tables in this presentation are not owned by the Presenter, they are material copyrighted to their rightful owners. This presentation is intended for non-profit educational purposes. Slides with copyrighted material (images/tables) contain the letter C in the bottom right corner. The actual presentation contains elements that are not mentioned in the PowerPoint and even edits to the PowerPoint. Still, this presentation contain useful information and figures with regards to artificial neural networks and photovoltaic thermal (PV/T) collectors with nanofluids and nano-PCM. This presentation was prepared independently by the presenter and is owned by: Dr. Ali H. A. Alwaeli

Editor's Notes

  1. Put PV panel and mention decrease in its performance and power
  2. Put PV panel and mention decrease in its performance and power
  3. XRD (molecular and physical structure of a crystal (of any molecule) and produce a three-dimensional picture of the density of electrons within the crystal. e.g. metal with bcc or fcc structure. Peak position (structure), Intensity or height (Quantity) and FWHM (Crystal size), number of peak (symmetry of crystal). e.g. decrease in symmetry will decrease number of peaks. Less intensities in pattern two reflect on its phase change nature (multi-phase sample). e.g. for the small highly frequent peaks in SiC it shows more (crystalline form B) while peaks are (crystalline form A). SiC-Paraffin (Bulk) looks sharper, While SiC (nano-crystalline) looks more frequent-low peaks.
  4. Temperature distribution of different systems
  5. Thermal energy
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  34. Total PVT efficiency
  35. Add an arrow across the page with timeline (year of each one of these designs (a: ) (b: 2016 Get efficiency from his paper) (c: 2017 get efficiency from mine)