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IOSR Journal of Electrical and Electronics Engineering (IOSR-JEEE)
e-ISSN: 2278-1676,p-ISSN: 2320-3331, Volume 11, Issue 3 Ver. IV (May. – Jun. 2016), PP 43-53
www.iosrjournals.org
DOI: 10.9790/1676-1103044353 www.iosrjournals.org 43 | Page
Estimation of Average Solar Radiation on Horizontal and Tilted
Surfaces for Vijayawada Location
M. Ravi Kumar1,
B. Bala Sai Babu2,
M. Seshu3
Department of EEE, PVP Siddhartha Institute of Technology,Vijayawada, India
Abstract: Energy is required for a wide range of applications such as transportation, industrial, residential,
agricultural and office applications. The energy requirement of the world is ever increasing. The increasing
energy demands pose a lot of demand on the conventional energy sources like oil, gas, and coal. But the energy
sources are limited in quantity and cause environmental pollution. Therefore, there is a need for alternative
energy sources which can supply us energy in a sustainable manner. Electrical energy is the most convenient
form of energy which can be converted to all other forms of energy. So, the obvious choice of a clean energy
source, which is abundant, is the sun's energy. This paper describes a detailed evaluation of the solar radiation
received at a particular location on monthly basis.
Keywords: Solar radiation( global , beam and diffuse radiation), horizontal and tilted surface ,monthly
average.
I. Introduction
Energy is in different forms like heat energy, mechanical energy, chemical energy, light energy nuclear
energy, electrical energy and so on. Among all these, Electrical energy is virtually convenient form of energy
which can be converted to all other forms of energy. It is one of the most changeable forms of energy, from the
point of view of transmission, distribution and control.
The world energy demand is ever growing, particularly since the last few centuries. It is expected to
grow further in the future. The availability and accessibility of sufficient amount of energy accelerate
individual's and nation's growth. Afterward the use of energy has become an integral part of our life, its supply
should be ensure and sustainable. Simultaneously it should be sparing, environmentally favorable and socially
acceptable.
The main drivers for increase in the energy demand are: (a) increase in the world's population and (b)
the techno-economic development of the countries, especially growing countries. As both of these grow, the
energy demand grows proportionally. In order to fulfill the energy requirement of increased population, the
scientists developed substitute sources known as renewable sources of energy which should be inexhaustible
and provide a pollution free environment. Solar energy is a primary source of energy and is non-polluting and
inexhaustible. There are three methods to harness solar energy: [1]
(i) Converting solar energy straightaway into electrical energy in solar power stations using photo cells
or photovoltaic cells. (ii) Using photosynthetic and biological process for energy trapping. In the process of
photosynthesis, green plants take up solar energy and convert it into chemical energy, stored in the form of
carbohydrate. (iii) Converting solar energy in to thermal energy by suitable devices which may be subsequently
converted into mechanical, chemical or electrical energy. [2]
Since solar energy is non-ending and its conversion to some other energy form is nonpolluting,
attention should be paid for the maximum utilization of solar energy.In PV system design it is essential to know
the amount of sunlight available at a particular location at a given time. The two common methods which
characterize solar radiation are the solar radiance (or radiation) and solar insolation. The solar radiance is an
instantaneous power density in units of kW/m2
. The solar radiance varies throughout the day from 0 kW/m2
at
night to a maximum of about 1 kW/m2
. The solar radiance is strongly dependant on location and local weather.
Solar radiance measurements consist of global and/or direct radiation measurements taken periodically
throughout the day. The measurements are taken using either a pyranometer (measuring global radiation) and/or
a pyrheliometer (measuring direct radiation). In well established locations, this data has been collected for more
than twenty years.
An alternative method of measuring solar radiation, which is less accurate but also less expensive, is
using a sunshine recorder. These sunshine recorders (also known as Campbell-Stokes recorders), measure the
number of hours in the day during which the sunshine is above a certain level (typically 200 mW/cm2
). Data
collected in this way can be used to determine the solar insolation by comparing the measured number of
sunshine hours to those based on calculations and including several correction factors. [3]
Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location
DOI: 10.9790/1676-1103044353 www.iosrjournals.org 44 | Page
II. Methodology
A final method to estimate solar insolation is cloud cover data taken from existing satellite images.
While solar irradiance is most commonly measured, a more common form of radiation data used in system
design is the solar insolation. The solar insolation is the total amount of solar energy received at a particular
location during a specified time period, often in units of kWh/ (m2
day). While the units of solar insolation and
solar irradiance are both a power density (for solar insolation the "hours" in the numerator are a time
measurement as is the "day" in the denominator), solar insolation is quite different than the solar irradiance as
the solar insolation is the instantaneous solar irradiance averaged over a given time period. Solar insolation data
is commonly used for simple PV system design while solar radiance is used in more complicated PV system
performance which calculates the system performance at each point in the day. Solar insolation can also be
expressed in units of MJ/m2
per year and other units and conversions are given in the unit’s page. [4]
Solar radiation for a particular location can be given in several ways including:
 Typical mean year data for a particular location
 Average daily, monthly or yearly solar insolation for a given location
 Global isoflux contours either for a full year, a quarter year or a particular month
 Sunshine hours data
 Solar Insolation Based on Satellite Cloud-Cover Data
 Calculations of Solar Radiation
Solar constant variation with time over the year St is [4]
St = 𝑆[1 + 0.033 𝐶𝑂𝑆
360 𝑛
365
] (1)
Where
n = nth day of the year with 1st
January being n = 1
S = Solar constant.
The declination angle in degrees can be given by [4]
δ = 23.34 sin
360
365
(284 + 𝑛) (2)
The relation between the incidence angle and other angles is given by [4]
Cosθ=sinΦ (sinδcosβ+cosδcosγcosωsinβ) +cosΦ (cosδcosωcosβ-sinδcosγsinβ) + cosδsinγsinωsinβ (3)
Situation 1: when the collector surface is lying flat on the ground, its angle with horizontal plane will be zero,
i.e., β=0°. Thus, for the horizontal surface, Eq. (3) can be written as: [4]
Cosθ=sinΦsinδ+cosΦcosδcosω=cosθ (4)
Situation 2: When the collector surface is facing due south, the surface azimuth angle becomes zero, i.e., γ=0°.
In the situation, Eq. (3) can be written as: [4]
Cosθ=sinδsin(Φ-β)+cosδcosωcos(Φ-β) (5)
Equations (3), (4) and (5) can be used to find out the incident angle on solar collector under certain conditions,
which then can be used to estimate the solar radiation falling on the collector.
The sunrise and sunset hour angle will be the angle for which the incidence angle of sunrays is 0o
or zenith angle
is 90°. Substituting ϴ = 0° in Eq. (3), we get
Cos ωs = - tanΦtanδ (6)
Or ωs= cos-1
(- tanΦtanδ)
Equation (6) will give a positive and a negative value of the hour angle. The positive value of ωs will
represent the sunrise hour angle and the negative value represents sunset hour angle. The sunrise and sunset
hour angles can be converted into hours, by using 1h=15°.
If the collector surface is inclined and south facing, the sunrise and sunset hour angles will be obtained from Eq.
(5). Using θ=90o
, we get:
ωst = cos-1
(-tan(Ф-β) tanδ) (7)
For the inclined surface the sunrise and sunset hour angles will be smaller, which means the day length
for inclined collector surfaces will be smaller than the horizontal surface. The day length is the duration from the
sunrise hour angle to the sunset hour angle. Due to symmetry both angles are same for the horizontal collector.
Thus, the day length will be equal to 2 ωs. In terms of the number of hours, the day length Smax (day length or
maximum number of sunshine hours) will be given as [4]:
Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location
DOI: 10.9790/1676-1103044353 www.iosrjournals.org 45 | Page
Smax=
2
15
cos-1
(- tanΦtanδ ) (8)
2.1 Estimation of Total Solar Radiation
To estimate the amount of solar radiation falling on a solar collector at a given time and location, the
direct or beam radiation and diffuse radiation should be either measured or estimated using empirical equations.
The monthly average daily global radiation on a horizontal surface Hga is [5]
𝐻 𝑔𝑎
𝐻 𝑜𝑎
= 𝑎 + 𝑏
𝑆 𝑎
𝑆 𝑚𝑎𝑥𝑎
(9)
Where
Hoa = monthly average extra-terrestrial solar radiation at horizontal surface
Sa = monthly average daily sunshine hours
Smaxa = maximum possible daily sunshine hours at a given location.
a and b are constants.
In Eq. (9), one needs to have a value of Hoa which can be estimated from the instantaneous value of
extra-terrestrial solar radiation. Integration of extra-terrestrial radiation over a day will give the daily value of
extra-terrestrial solar radiation, Ho (= Hoa if it is estimated for a given day of a month), which can be written as
[4]:
𝐻𝑎 = 𝑆𝑡 cos 𝜃 𝑑𝑡 (10)
= 𝑆 1 + 0.033 cos
360 𝑛
365
𝑠𝑖𝑛∅𝑠𝑖𝑛𝛿 + 𝑐𝑜𝑠∅𝑐𝑜𝑠𝛿𝑐𝑜𝑠𝜔 𝑑𝑡
𝑠𝑢𝑛𝑠𝑒𝑡
𝑠𝑢𝑛𝑟𝑖𝑠𝑒
Here t is time in hours. It can be converted to time in angles ω (radians) as:
𝑑𝑡 =
180
15𝜋
𝑑𝜔 (11)
𝐻𝑜 =
12
𝜋
𝑆 1 + 0.033 cos
360 𝑛
365
𝑠𝑖𝑛∅𝑠𝑖𝑛𝛿 + 𝑐𝑜𝑠∅𝑐𝑜𝑠𝛿𝑐𝑜𝑠𝜔 𝑑𝜔
𝜔 𝑠
−𝜔 𝑠
(12)
The integration in Eq. (12) will give us the following: [6]
𝐻0 =
24
𝜋
𝑆 1 + 0.033 cos
360 𝑛
365
𝜔 𝑆 𝑠𝑖𝑛∅𝑠𝑖𝑛𝛿 + 𝑐𝑜𝑠∅𝑐𝑜𝑠𝛿𝑠𝑖𝑛𝜔 𝑆 (13)
If S is in W/m², Ho will be in W-h/m². Multiplying term ωs in Eq. (13) should be in radians. Equation
(13) can be used to calculate the daily value of Ho. Here, the declination angle in the equation represents the day
of the year. It has been shown by Klein (1977) that of Ho is calculated for a particular day of the month, its
value will be equal to its average value over the month (i.e., Hoa). The dates at which Ho is equal to Hoa are:
January 17, February 16, March 16, April 15, May 15, June 11, July 17, August 16, September 15, October 15,
November 14 and December 10.[4]
2.2 Solar Radiation on Tilted Surface
In practice, the solar collectors are installed tilted for better energy collection. The radiation falling on
tilted surface will be the sum of direct radiation, diffuse radiation and reflected radiation. These can be estimated
as follows:
2.3 Direct Radiation
The ratio of the direct solar radiation falling on tilted surface to that falling on a horizontal surface is
called the tilt factor rb for the beam or direct radiation. The rb for the collector surface facing south (γ=0˚) will be
given as [4]:
𝑟𝑏 =
cos 𝜃
cos 𝜃 𝑍
=
sin 𝛿 sin ∅ − 𝛽 + cos 𝛿 cos ∅ − 𝛽 cos 𝜔
sin 𝛿 sin ∅ + cos 𝛿 cos ∅ cos 𝜔
(14)
Similarly, the rb can be written for a situation where the collection is not facing the south direction, i.e.,
γ ≠0˚. The beam radiation falling on a tilted surface will be given by Ib×rb, where Ib is the instantaneous value of
beam radiation.
Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location
DOI: 10.9790/1676-1103044353 www.iosrjournals.org 46 | Page
2.4 Diffuse Radiation
The diffuse part of solar radiation is one of the elements necessary for the design and evaluation of energy
production of a solar system [5]. Similar to the tilt factor for the direct radiation, tilt factor for the diffuse
radiation rd is defined as the ratio of the radiation flux falling on the tilted surface to the diffuse radiation falling
on the horizontal surface. If the sky is considered as isotropic source of diffuse radiation (it may not be true in
all conditions), the rd can be written as [6]:
𝑟𝑑 =
1 + cos 𝛽
2
(15)
The diffuse radiation falling on a tilted surface will be given by Idrd, where Id is the instantaneous value of
diffuse radiation.
2.5 Reflected Radiation
The reflected radiation from the ground and surrounding area can also reach the collector with tilted
surface. The tilt factor for the reflected radiation rr is given by the following equation [6]:
𝑟𝑟 = 𝜌
1 − cos 𝛽
2
(16)
Where ρ is the reflectivity of the surrounding in which the collector is located. Normally, a value of about 0.2 is
taken for the reflectivity of grass or concrete.
2.6 Total Radiation On Tilted Surface
The total radiation on a tilted surface of the collector will be the sum of direct, diffuse and reflected
radiations. It will be given by [4]
𝐼 𝑇 = 𝐼𝑏 𝑟𝑏 + 𝐼𝑑 𝑟𝑑 + 𝐼𝑏 + 𝐼𝑑 𝑟𝑟 ( 17)
Where Ib, Id and Ir are the instantaneous values of beam, diffuse and reflected radiations, respectively.
And rb, rd and rr are the tilt factor for the beam, diffuse and reflected radiations, respectively. On dividing Eq.
(16) by the instantaneous global horizontal radiation Ig, we get the ratio of the radiation flux falling on a tilted
surface to that of a horizontal surface:
𝐼 𝑇
𝐼𝑔
= 1 −
𝐼𝑑
𝐼𝑔
𝑟𝑏 +
𝐼𝑑
𝐼𝑔
𝑟𝑑 + 𝑟𝑟 ( 18)
Equation (18) is obtained by considering that Ib+Id=Ig. Equation (18) can also be used to calculate the
total hourly radiation falling on tilted if the value of the hour angle ω is taken at the midpoint of the hour.
III. Results And Discussion
Example:
Calculation of all parameters for a particular day in March for Vijayawada location:
Latitude: 16.5 N
Longitude: 80.64 E
Assume values for a= 0.28, b= 0.47
Solution: Case 1: On Horizontal Surface
Assume Sunshine hours per day is 11.9051
For March 20,
Day number n=31+28+20= 79
δ= 23.34sin ((360/365) × (284+79)) = -2.406˚
The sunshine hour angle is:
ωs = cos-1
(-tan ф tan δ)
= cos-1
(-tan (16.5) tan (-2.406))
= 89.288˚
Day length = (2/15) ×ωs
= (2/15) × (89.288) = 11.9h
The extra-terrestrial solar radiation can be calculated as:
𝐻0 =
24
𝜋
𝑆 1 + 0.033 cos
360𝑛
365
𝜔 𝑆 𝑠𝑖𝑛∅𝑠𝑖𝑛𝛿 + 𝑐𝑜𝑠∅𝑐𝑜𝑠𝛿𝑠𝑖𝑛𝜔 𝑆
Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location
DOI: 10.9790/1676-1103044353 www.iosrjournals.org 47 | Page
𝐻0 =
24
𝜋
1.367 𝑋 3600 1 + 0.033 cos
360𝑋79
365
1.5575𝑠𝑖𝑛16.5sin⁡(−2.406)
+ 𝑐𝑜𝑠16.5 cos −2.406 𝑠𝑖𝑛89.283
Ho=35560.06694 kJ/m2
- day or 9.87 kWh/m2
Now, the global solar radiation on the horizontal plane can be estimated using Eq. (9) as:
𝐻𝑔𝑎
𝐻𝑜𝑎
= 𝑎 + 𝑏
𝑆𝑎
𝑆 𝑚𝑎𝑥𝑎
𝐻𝑔𝑎
35560.06694
= 0.28 + 0.47
11.9051
11.9
Hga = 26677.21302 kJ/m2
or 7.410 kWh/m2
– day
The monthly average daily diffuse radiation on the horizontal surface, Hda can be calculated by:
𝐻 𝑑𝑎
𝐻 𝑔𝑎
= 1.311-3.022KT+3.427 K2
T-1.821K3
T
Kt= (Hga/Hoa) = (26677.21302/35560.06694)=0.75
Hda= (1.321-3.022(0.75) +3.427(0.75)2-1.821(0.75)3) × (26677.21302)
=5707.67kJ/m²
Table 1: Similarly Estimation of Total Global Solar Radiation For Some Particular Dates
Figure 1: Total Global Solar Radiation for some particular Dates.
Dates St in Hours Smaxa in
hours
Hoa in
kWh/m2
Hga in
kWh/m2
January-17 11.1398 11.13740941 8.011075996 6.009115179
February-16 11.4632 11.47979747 8.942268367 6.70062478
March-16 11.9028 11.90212543 9.898172127 7.423892764
April-15 12.3746 12.37024336 10.56896056 7.928469876
May-15 12.7662 12.76431373 10.78102337 8.086516328
June-11 12.9662 12.96022233 10.77083097 8.080458117
July-17 12.8722 12.87533271 10.73241464 8.048083658
August-16 12.537 12.54219895 10.59847257 7.946789601
September-
15
12.0829 12.09144172 10.10845194 7.577982739
October-15 11.6122 11.62367661 9.202822717 6.897846437
November-
14
11.224 11.23136023 8.220933542 6.163168073
December-
10
11.039 11.04183456 7.718310177 5.787801387
Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location
DOI: 10.9790/1676-1103044353 www.iosrjournals.org 48 | Page
Global hourly radiation Ig from global daily radiation data on a horizontal surface can be obtained by:
a=sin (ωs-60) ×0.5016+0.409
a=sin (89.288-60) × (0.5016) + (0.409)
a=0.654
b=sin (ωs-60) ×0.4767+0.660
b=sin (89.288-60) × (0.4767) + (0.660)
b=0.893
Table2: Estimation Of Hourly Global Radiation For The Day 79 On The Horizontal surface
Cosω (in
hours)
𝑟𝑡 Ig = rt × Hg, in
kWh/m²
7 0.029113 0.2157
8 0.0716 0.5305
9 0.119 0.8817
10 0.162 1.2
11 0.193 1.430
12 0.203 1.504
13 0.193 1.430
14 0.162 1.2
15 0.119 0.8817
16 0.0716 0.5305
17 0.029113 0.2157
Figure 2: Representing total global solar radiation for day 79.
Table3: Diffuse hourly radiation Id from diffuse daily radiation data on a horizontal surface can be obtained
by:
Cosω in
hours
rd Id = rd × Hd, in
kWh/m²
7 0.0328 0.0519
8 0.065 0.1030
9 0.0927 0.1469
10 0.1139 0.1805
11 0.1272 0.2016
12 0.1318 0.2089
13 0.1272 0.2016
14 0.1139 0.1805
15 0.0927 0.1469
16 0.065 0.1030
17 0.0328 0.0519
Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location
DOI: 10.9790/1676-1103044353 www.iosrjournals.org 49 | Page
Figure 3: Representing total diffuse solar radiation for day79.
Case 2: On Vertical Surface (β= φ)
Assume Sunshine hours per day is 12.0428
From Case1: n=31+28+20= 79, δ = -2.406˚, ωs =89.288˚, Day length = 11.9h
Ho = 35560.06694 kJ/m²- day or 9.87kWh/m²
Hga =26677.21302 kJ/m² or 7.410kWh/m² - day
β=16.59-(-2.406) =18.997°
Calculation of tilt factors:
The tilt factors are calculated using the equations (14), (15), (16)
Table 4: Total solar radiation on inclined surfaces (β= φ):
Cosω
in
Hours
Ib rb Id rd rr IT=Ibrb+Idrd+(Ib
+Id)rr in
kWh/m2
7 0.1638 1.0956 0.015 0.9727 0.00544 0.1950
8 0.4275 1.0695 0.1030 0.9727 0.00544 0.56028
9 0.7348 1.0616 0.1469 0.9727 0.00544 0.9277
10 1.0195 1.0581 0.1805 0.9727 0.00544 1.2608
11 1.2284 1.0565 0.2016 0.9727 0.00544 1.5016
12 1.2951 1.0560 0.2089 0.9727 0.00544 1.579
13 1.2284 1.0565 0.2016 0.9727 0.00544 1.5016
14 1.0195 1.0581 0.1805 0.9727 0.00544 1.2608
15 0.7348 1.0616 0.1469 0.9727 0.00544 0.9277
16 0.4275 1.0695 0.1030 0.9727 0.00544 0.56028
17 0.1638 1.0956 0.015 0.9727 0.00544 0.1950
Figure 4: Representing Total Solar Radiation on Inclined Surface for day 79 at (β= φ)
Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location
DOI: 10.9790/1676-1103044353 www.iosrjournals.org 50 | Page
Case 3: On inclined surface (β = φ+ 15˚)
Assume Sunshine hour angle = 12.53
From Case 1: n=31+28+20= 79, δ = -2.406˚, ωs =89.288˚, Day length = 11.9h
Ho = 35560.06694 kJ/m²- day or 9.87kWh/m²
Hga =26677.21302 kJ/m² or 7.410kWh/m² - day
Estimation of tilt factors
Table 5: Total Radiation on Inclined Surface (β = φ+ 15˚)
Hours Ib rb Id rd rr IT
7 0.1638 1.1044 0.0519 0.9149 0.017 0.2320
8 0.4275 1.0564 0.1030 0.9149 0.017 0.5548
9 0.7348 1.0418 0.1469 0.9149 0.017 0.9149
10 1.0195 1.0354 0.1805 0.9149 0.017 1.2411
11 1.2284 1.0325 0.2016 0.9149 0.017 1.4780
12 1.2951 1.0316 0.2089 0.9149 0.017 1.5527
13 1.2284 1.0325 0.2016 0.9149 0.017 1.4780
14 1.0195 1.0354 0.1805 0.9149 0.017 1.2411
15 0.7348 1.0418 0.1469 0.9149 0.017 0.9149
16 0.4275 1.0564 0.1030 0.9149 0.017 0.5548
17 0.1638 1.1044 0.0519 0.9149 0.017 0.2320
Figure 5: Representing total solar radiation on Inclined Surface for day 79 at (β = φ+ 15˚):
Case 4: On inclined surface (β= φ- 15˚)
Assume Sunshine hour angle = 12.038
From Case 1: n=31+28+20= 79
δ = -2.406˚ ωs =89.288˚
Day length = 11.9h
Ho = 35560.06694 kJ/m²- day or 9.87kWh/m²
Hga =26677.21302 kJ/m² or 7.410kWh/m² - day
Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location
DOI: 10.9790/1676-1103044353 www.iosrjournals.org 51 | Page
Table 6: Total radiation on inclined surface (β = φ - 15˚)
Figure 6: Representing Total Solar Radiation on Inclined Surface for day 79 at (β= φ-15)
Table 7:Summary of Total radiation on inclined surface for three different tilt angles on 79th day
Cosω in
Hours
IT IT IT
β = φ β = φ+ 15˚ β= φ- 15˚
7 0.195 0.232 0.2177
8 0.56028 0.5548 0.5737
9 0.9277 0.9149 0.8884
10 1.2608 1.2411 1.209
11 1.5016 1.478 1.4407
12 1.579 1.5527 1.5152
13 1.5016 1.478 1.4407
14 1.2608 1.2411 1.209
15 0.9277 0.9149 0.8884
16 0.56028 0.5548 0.5737
17 0.195 0.232 0.2177
Avg 0.951796 0.944936 0.924927
Hours Ib rb Id rd rr IT (kWh/m2
)
7 0.1638 1.01233 0.0519 0.9988 0.0002322 0.2177
8 0.4275 1.0099 0.1039 0.9988 0.0002322 0.5737
9 0.7348 1.0092 0.1469 0.9988 0.0002322 0.8884
10 1.0195 1.0088 0.1805 0.9988 0.0002322 1.2090
11 1.2284 1.0087 0.2016 0.9988 0.0002322 1.4407
12 1.2951 1.0086 0.2089 0.9988 0.0002322 1.5152
13 1.2284 1.0087 0.2016 0.9988 0.0002322 1.4407
14 1.0195 1.0088 0.1805 0.9988 0.0002322 1.2090
15 0.7348 1.0092 0.1469 0.9988 0.0002322 0.8884
16 0.4275 1.0099 0.1039 0.9988 0.0002322 0.5737
17 0.1638 1.01233 0.0519 0.9988 0.0002322 0.2177
Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location
DOI: 10.9790/1676-1103044353 www.iosrjournals.org 52 | Page
Figure 7: Summary representing Total Solar Radiation on Inclined Surface for day 79 at three different tilt
angles
Table 8: daily average global radiation for different tilt angles is calculated and tabulated as follows.
Dates Hg Hg Hg Hg
Horizontal β = φ β = φ+ 15˚ β= φ- 15˚
17-Jan 6.00912 7.05912 7.60912 6.19912
16-Feb 6.70062 7.52062 7.81062 6.85062
16-Mar 7.42389 7.70389 7.58389 7.50389
15-Apr 7.92847 7.75847 7.25847 7.92847
15-May 8.08652 7.57652 6.81652 8.03652
11-Jun 8.08046 7.42046 7.62046 8.04046
17-Jul 8.04808 7.57808 7.67808 8.02808
16-Aug 7.94679 7.50679 7.64679 7.93679
15-Sep 7.57798 7.48798 7.50798 7.59798
15-Oct 6.89785 7.31785 7.36785 6.98785
14-Nov 6.16317 7.01317 7.38317 6.32317
10-Dec 5.78780 6.83780 7.36780 5.97780
Figure 8: Monthly daily average global radiation for different tilt angles.
Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location
DOI: 10.9790/1676-1103044353 www.iosrjournals.org 53 | Page
IV. Conclusion
From table 8 and Fig 8, it is observed that for Vijayawada location daily average global solar radiation
on horizontal surface is 7.2208 kWh/m2
. Overall, January to June daily average global solar radiation is 7.3715
kWh/m2
. July to December daily average global solar radiation is 7.0702 kWh/m2
. The advantage of this method
of calculation is, it gives the optimal inclination angle of the panel to be maintained. For example during May in
Vijayawada location the optimal angle to be maintained is inclination angle equals to latitude of location.
Limitation is, the calculations have not considered the shadow effects. If shadow falls on the panels then the
available radiation will not fall on the panel so the output power will be less than the estimated.
From table 7 and Fig.7 For a particular day in March (79th
day in year) the average hourly global radiation is
maximum of 0.951756 kWh/m2
for inclination angle is equal to latitude of the location.
From Fig.8 the optimal inclination to trap maximum radiation from sun at Vijayawada location is as follows.
Month Inclination angle
January Φ + 15 = 31.5
February Φ + 15 = 31.5
March Φ = 16.5
April Horizontal = 0
May Horizontal = 0
June Horizontal = 0
Month Inclination angle
July Horizontal = 0
August Horizontal = 0
September Φ - 15 = 1.5
October Φ + 15 = 31.5
November Φ + 15 = 31.5
December Φ + 15 = 31.5
V. Future Scope
In Future work cost analysis can be made by calculating the power output from photovoltaic panel
implementing dual axis tracking and changing the inclination angle with the above procedure manually on
monthly basis.
References
[1]. Appelbaum, J., “Photovoltaics: Present and Future, a seminar Series”, Katholieke Universiteit, Leuven, Belgium, November
2001.
[2]. Collares - Pereia, M, and Rabl, A., "The Average Distribution of Solar Radiation: Correlations between Diffuse and
Hemispherical and between Daily and Hourly Insolation-values", Solar Energy, vol.22, p.155, 1979.
[3]. Modi, V. and Sukhatme, S.P.,"Estimation of Daily Total and Diffuse Insolation in India from Weather Data", Solar Energy,
vol.22, p .407, 1979.
[4]. Solar Photovoltaics 2nd edition by Chetan Singh Solanki, IIT Bombay, PHI Publications.
[5]. M.Chikh1*, A. Mahrane1, M. Haddadi2 “Modeling the diffuse part of the global solar Radiation” in Algeria. Energy Procedia 18
(2012) 1068 – 1075
[6]. Erbs, D.G., Klein, S.A. and Duffie, J.A., “Estimation of the Diffuse Radiation Fraction for Hourly, Daily and Monthly Average
Global Radiation”, Solar Energy, vol. 28, p.293, 1982.

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G1103044353

  • 1. IOSR Journal of Electrical and Electronics Engineering (IOSR-JEEE) e-ISSN: 2278-1676,p-ISSN: 2320-3331, Volume 11, Issue 3 Ver. IV (May. – Jun. 2016), PP 43-53 www.iosrjournals.org DOI: 10.9790/1676-1103044353 www.iosrjournals.org 43 | Page Estimation of Average Solar Radiation on Horizontal and Tilted Surfaces for Vijayawada Location M. Ravi Kumar1, B. Bala Sai Babu2, M. Seshu3 Department of EEE, PVP Siddhartha Institute of Technology,Vijayawada, India Abstract: Energy is required for a wide range of applications such as transportation, industrial, residential, agricultural and office applications. The energy requirement of the world is ever increasing. The increasing energy demands pose a lot of demand on the conventional energy sources like oil, gas, and coal. But the energy sources are limited in quantity and cause environmental pollution. Therefore, there is a need for alternative energy sources which can supply us energy in a sustainable manner. Electrical energy is the most convenient form of energy which can be converted to all other forms of energy. So, the obvious choice of a clean energy source, which is abundant, is the sun's energy. This paper describes a detailed evaluation of the solar radiation received at a particular location on monthly basis. Keywords: Solar radiation( global , beam and diffuse radiation), horizontal and tilted surface ,monthly average. I. Introduction Energy is in different forms like heat energy, mechanical energy, chemical energy, light energy nuclear energy, electrical energy and so on. Among all these, Electrical energy is virtually convenient form of energy which can be converted to all other forms of energy. It is one of the most changeable forms of energy, from the point of view of transmission, distribution and control. The world energy demand is ever growing, particularly since the last few centuries. It is expected to grow further in the future. The availability and accessibility of sufficient amount of energy accelerate individual's and nation's growth. Afterward the use of energy has become an integral part of our life, its supply should be ensure and sustainable. Simultaneously it should be sparing, environmentally favorable and socially acceptable. The main drivers for increase in the energy demand are: (a) increase in the world's population and (b) the techno-economic development of the countries, especially growing countries. As both of these grow, the energy demand grows proportionally. In order to fulfill the energy requirement of increased population, the scientists developed substitute sources known as renewable sources of energy which should be inexhaustible and provide a pollution free environment. Solar energy is a primary source of energy and is non-polluting and inexhaustible. There are three methods to harness solar energy: [1] (i) Converting solar energy straightaway into electrical energy in solar power stations using photo cells or photovoltaic cells. (ii) Using photosynthetic and biological process for energy trapping. In the process of photosynthesis, green plants take up solar energy and convert it into chemical energy, stored in the form of carbohydrate. (iii) Converting solar energy in to thermal energy by suitable devices which may be subsequently converted into mechanical, chemical or electrical energy. [2] Since solar energy is non-ending and its conversion to some other energy form is nonpolluting, attention should be paid for the maximum utilization of solar energy.In PV system design it is essential to know the amount of sunlight available at a particular location at a given time. The two common methods which characterize solar radiation are the solar radiance (or radiation) and solar insolation. The solar radiance is an instantaneous power density in units of kW/m2 . The solar radiance varies throughout the day from 0 kW/m2 at night to a maximum of about 1 kW/m2 . The solar radiance is strongly dependant on location and local weather. Solar radiance measurements consist of global and/or direct radiation measurements taken periodically throughout the day. The measurements are taken using either a pyranometer (measuring global radiation) and/or a pyrheliometer (measuring direct radiation). In well established locations, this data has been collected for more than twenty years. An alternative method of measuring solar radiation, which is less accurate but also less expensive, is using a sunshine recorder. These sunshine recorders (also known as Campbell-Stokes recorders), measure the number of hours in the day during which the sunshine is above a certain level (typically 200 mW/cm2 ). Data collected in this way can be used to determine the solar insolation by comparing the measured number of sunshine hours to those based on calculations and including several correction factors. [3]
  • 2. Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location DOI: 10.9790/1676-1103044353 www.iosrjournals.org 44 | Page II. Methodology A final method to estimate solar insolation is cloud cover data taken from existing satellite images. While solar irradiance is most commonly measured, a more common form of radiation data used in system design is the solar insolation. The solar insolation is the total amount of solar energy received at a particular location during a specified time period, often in units of kWh/ (m2 day). While the units of solar insolation and solar irradiance are both a power density (for solar insolation the "hours" in the numerator are a time measurement as is the "day" in the denominator), solar insolation is quite different than the solar irradiance as the solar insolation is the instantaneous solar irradiance averaged over a given time period. Solar insolation data is commonly used for simple PV system design while solar radiance is used in more complicated PV system performance which calculates the system performance at each point in the day. Solar insolation can also be expressed in units of MJ/m2 per year and other units and conversions are given in the unit’s page. [4] Solar radiation for a particular location can be given in several ways including:  Typical mean year data for a particular location  Average daily, monthly or yearly solar insolation for a given location  Global isoflux contours either for a full year, a quarter year or a particular month  Sunshine hours data  Solar Insolation Based on Satellite Cloud-Cover Data  Calculations of Solar Radiation Solar constant variation with time over the year St is [4] St = 𝑆[1 + 0.033 𝐶𝑂𝑆 360 𝑛 365 ] (1) Where n = nth day of the year with 1st January being n = 1 S = Solar constant. The declination angle in degrees can be given by [4] δ = 23.34 sin 360 365 (284 + 𝑛) (2) The relation between the incidence angle and other angles is given by [4] Cosθ=sinΦ (sinδcosβ+cosδcosγcosωsinβ) +cosΦ (cosδcosωcosβ-sinδcosγsinβ) + cosδsinγsinωsinβ (3) Situation 1: when the collector surface is lying flat on the ground, its angle with horizontal plane will be zero, i.e., β=0°. Thus, for the horizontal surface, Eq. (3) can be written as: [4] Cosθ=sinΦsinδ+cosΦcosδcosω=cosθ (4) Situation 2: When the collector surface is facing due south, the surface azimuth angle becomes zero, i.e., γ=0°. In the situation, Eq. (3) can be written as: [4] Cosθ=sinδsin(Φ-β)+cosδcosωcos(Φ-β) (5) Equations (3), (4) and (5) can be used to find out the incident angle on solar collector under certain conditions, which then can be used to estimate the solar radiation falling on the collector. The sunrise and sunset hour angle will be the angle for which the incidence angle of sunrays is 0o or zenith angle is 90°. Substituting ϴ = 0° in Eq. (3), we get Cos ωs = - tanΦtanδ (6) Or ωs= cos-1 (- tanΦtanδ) Equation (6) will give a positive and a negative value of the hour angle. The positive value of ωs will represent the sunrise hour angle and the negative value represents sunset hour angle. The sunrise and sunset hour angles can be converted into hours, by using 1h=15°. If the collector surface is inclined and south facing, the sunrise and sunset hour angles will be obtained from Eq. (5). Using θ=90o , we get: ωst = cos-1 (-tan(Ф-β) tanδ) (7) For the inclined surface the sunrise and sunset hour angles will be smaller, which means the day length for inclined collector surfaces will be smaller than the horizontal surface. The day length is the duration from the sunrise hour angle to the sunset hour angle. Due to symmetry both angles are same for the horizontal collector. Thus, the day length will be equal to 2 ωs. In terms of the number of hours, the day length Smax (day length or maximum number of sunshine hours) will be given as [4]:
  • 3. Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location DOI: 10.9790/1676-1103044353 www.iosrjournals.org 45 | Page Smax= 2 15 cos-1 (- tanΦtanδ ) (8) 2.1 Estimation of Total Solar Radiation To estimate the amount of solar radiation falling on a solar collector at a given time and location, the direct or beam radiation and diffuse radiation should be either measured or estimated using empirical equations. The monthly average daily global radiation on a horizontal surface Hga is [5] 𝐻 𝑔𝑎 𝐻 𝑜𝑎 = 𝑎 + 𝑏 𝑆 𝑎 𝑆 𝑚𝑎𝑥𝑎 (9) Where Hoa = monthly average extra-terrestrial solar radiation at horizontal surface Sa = monthly average daily sunshine hours Smaxa = maximum possible daily sunshine hours at a given location. a and b are constants. In Eq. (9), one needs to have a value of Hoa which can be estimated from the instantaneous value of extra-terrestrial solar radiation. Integration of extra-terrestrial radiation over a day will give the daily value of extra-terrestrial solar radiation, Ho (= Hoa if it is estimated for a given day of a month), which can be written as [4]: 𝐻𝑎 = 𝑆𝑡 cos 𝜃 𝑑𝑡 (10) = 𝑆 1 + 0.033 cos 360 𝑛 365 𝑠𝑖𝑛∅𝑠𝑖𝑛𝛿 + 𝑐𝑜𝑠∅𝑐𝑜𝑠𝛿𝑐𝑜𝑠𝜔 𝑑𝑡 𝑠𝑢𝑛𝑠𝑒𝑡 𝑠𝑢𝑛𝑟𝑖𝑠𝑒 Here t is time in hours. It can be converted to time in angles ω (radians) as: 𝑑𝑡 = 180 15𝜋 𝑑𝜔 (11) 𝐻𝑜 = 12 𝜋 𝑆 1 + 0.033 cos 360 𝑛 365 𝑠𝑖𝑛∅𝑠𝑖𝑛𝛿 + 𝑐𝑜𝑠∅𝑐𝑜𝑠𝛿𝑐𝑜𝑠𝜔 𝑑𝜔 𝜔 𝑠 −𝜔 𝑠 (12) The integration in Eq. (12) will give us the following: [6] 𝐻0 = 24 𝜋 𝑆 1 + 0.033 cos 360 𝑛 365 𝜔 𝑆 𝑠𝑖𝑛∅𝑠𝑖𝑛𝛿 + 𝑐𝑜𝑠∅𝑐𝑜𝑠𝛿𝑠𝑖𝑛𝜔 𝑆 (13) If S is in W/m², Ho will be in W-h/m². Multiplying term ωs in Eq. (13) should be in radians. Equation (13) can be used to calculate the daily value of Ho. Here, the declination angle in the equation represents the day of the year. It has been shown by Klein (1977) that of Ho is calculated for a particular day of the month, its value will be equal to its average value over the month (i.e., Hoa). The dates at which Ho is equal to Hoa are: January 17, February 16, March 16, April 15, May 15, June 11, July 17, August 16, September 15, October 15, November 14 and December 10.[4] 2.2 Solar Radiation on Tilted Surface In practice, the solar collectors are installed tilted for better energy collection. The radiation falling on tilted surface will be the sum of direct radiation, diffuse radiation and reflected radiation. These can be estimated as follows: 2.3 Direct Radiation The ratio of the direct solar radiation falling on tilted surface to that falling on a horizontal surface is called the tilt factor rb for the beam or direct radiation. The rb for the collector surface facing south (γ=0˚) will be given as [4]: 𝑟𝑏 = cos 𝜃 cos 𝜃 𝑍 = sin 𝛿 sin ∅ − 𝛽 + cos 𝛿 cos ∅ − 𝛽 cos 𝜔 sin 𝛿 sin ∅ + cos 𝛿 cos ∅ cos 𝜔 (14) Similarly, the rb can be written for a situation where the collection is not facing the south direction, i.e., γ ≠0˚. The beam radiation falling on a tilted surface will be given by Ib×rb, where Ib is the instantaneous value of beam radiation.
  • 4. Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location DOI: 10.9790/1676-1103044353 www.iosrjournals.org 46 | Page 2.4 Diffuse Radiation The diffuse part of solar radiation is one of the elements necessary for the design and evaluation of energy production of a solar system [5]. Similar to the tilt factor for the direct radiation, tilt factor for the diffuse radiation rd is defined as the ratio of the radiation flux falling on the tilted surface to the diffuse radiation falling on the horizontal surface. If the sky is considered as isotropic source of diffuse radiation (it may not be true in all conditions), the rd can be written as [6]: 𝑟𝑑 = 1 + cos 𝛽 2 (15) The diffuse radiation falling on a tilted surface will be given by Idrd, where Id is the instantaneous value of diffuse radiation. 2.5 Reflected Radiation The reflected radiation from the ground and surrounding area can also reach the collector with tilted surface. The tilt factor for the reflected radiation rr is given by the following equation [6]: 𝑟𝑟 = 𝜌 1 − cos 𝛽 2 (16) Where ρ is the reflectivity of the surrounding in which the collector is located. Normally, a value of about 0.2 is taken for the reflectivity of grass or concrete. 2.6 Total Radiation On Tilted Surface The total radiation on a tilted surface of the collector will be the sum of direct, diffuse and reflected radiations. It will be given by [4] 𝐼 𝑇 = 𝐼𝑏 𝑟𝑏 + 𝐼𝑑 𝑟𝑑 + 𝐼𝑏 + 𝐼𝑑 𝑟𝑟 ( 17) Where Ib, Id and Ir are the instantaneous values of beam, diffuse and reflected radiations, respectively. And rb, rd and rr are the tilt factor for the beam, diffuse and reflected radiations, respectively. On dividing Eq. (16) by the instantaneous global horizontal radiation Ig, we get the ratio of the radiation flux falling on a tilted surface to that of a horizontal surface: 𝐼 𝑇 𝐼𝑔 = 1 − 𝐼𝑑 𝐼𝑔 𝑟𝑏 + 𝐼𝑑 𝐼𝑔 𝑟𝑑 + 𝑟𝑟 ( 18) Equation (18) is obtained by considering that Ib+Id=Ig. Equation (18) can also be used to calculate the total hourly radiation falling on tilted if the value of the hour angle ω is taken at the midpoint of the hour. III. Results And Discussion Example: Calculation of all parameters for a particular day in March for Vijayawada location: Latitude: 16.5 N Longitude: 80.64 E Assume values for a= 0.28, b= 0.47 Solution: Case 1: On Horizontal Surface Assume Sunshine hours per day is 11.9051 For March 20, Day number n=31+28+20= 79 δ= 23.34sin ((360/365) × (284+79)) = -2.406˚ The sunshine hour angle is: ωs = cos-1 (-tan ф tan δ) = cos-1 (-tan (16.5) tan (-2.406)) = 89.288˚ Day length = (2/15) ×ωs = (2/15) × (89.288) = 11.9h The extra-terrestrial solar radiation can be calculated as: 𝐻0 = 24 𝜋 𝑆 1 + 0.033 cos 360𝑛 365 𝜔 𝑆 𝑠𝑖𝑛∅𝑠𝑖𝑛𝛿 + 𝑐𝑜𝑠∅𝑐𝑜𝑠𝛿𝑠𝑖𝑛𝜔 𝑆
  • 5. Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location DOI: 10.9790/1676-1103044353 www.iosrjournals.org 47 | Page 𝐻0 = 24 𝜋 1.367 𝑋 3600 1 + 0.033 cos 360𝑋79 365 1.5575𝑠𝑖𝑛16.5sin⁡(−2.406) + 𝑐𝑜𝑠16.5 cos −2.406 𝑠𝑖𝑛89.283 Ho=35560.06694 kJ/m2 - day or 9.87 kWh/m2 Now, the global solar radiation on the horizontal plane can be estimated using Eq. (9) as: 𝐻𝑔𝑎 𝐻𝑜𝑎 = 𝑎 + 𝑏 𝑆𝑎 𝑆 𝑚𝑎𝑥𝑎 𝐻𝑔𝑎 35560.06694 = 0.28 + 0.47 11.9051 11.9 Hga = 26677.21302 kJ/m2 or 7.410 kWh/m2 – day The monthly average daily diffuse radiation on the horizontal surface, Hda can be calculated by: 𝐻 𝑑𝑎 𝐻 𝑔𝑎 = 1.311-3.022KT+3.427 K2 T-1.821K3 T Kt= (Hga/Hoa) = (26677.21302/35560.06694)=0.75 Hda= (1.321-3.022(0.75) +3.427(0.75)2-1.821(0.75)3) × (26677.21302) =5707.67kJ/m² Table 1: Similarly Estimation of Total Global Solar Radiation For Some Particular Dates Figure 1: Total Global Solar Radiation for some particular Dates. Dates St in Hours Smaxa in hours Hoa in kWh/m2 Hga in kWh/m2 January-17 11.1398 11.13740941 8.011075996 6.009115179 February-16 11.4632 11.47979747 8.942268367 6.70062478 March-16 11.9028 11.90212543 9.898172127 7.423892764 April-15 12.3746 12.37024336 10.56896056 7.928469876 May-15 12.7662 12.76431373 10.78102337 8.086516328 June-11 12.9662 12.96022233 10.77083097 8.080458117 July-17 12.8722 12.87533271 10.73241464 8.048083658 August-16 12.537 12.54219895 10.59847257 7.946789601 September- 15 12.0829 12.09144172 10.10845194 7.577982739 October-15 11.6122 11.62367661 9.202822717 6.897846437 November- 14 11.224 11.23136023 8.220933542 6.163168073 December- 10 11.039 11.04183456 7.718310177 5.787801387
  • 6. Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location DOI: 10.9790/1676-1103044353 www.iosrjournals.org 48 | Page Global hourly radiation Ig from global daily radiation data on a horizontal surface can be obtained by: a=sin (ωs-60) ×0.5016+0.409 a=sin (89.288-60) × (0.5016) + (0.409) a=0.654 b=sin (ωs-60) ×0.4767+0.660 b=sin (89.288-60) × (0.4767) + (0.660) b=0.893 Table2: Estimation Of Hourly Global Radiation For The Day 79 On The Horizontal surface Cosω (in hours) 𝑟𝑡 Ig = rt × Hg, in kWh/m² 7 0.029113 0.2157 8 0.0716 0.5305 9 0.119 0.8817 10 0.162 1.2 11 0.193 1.430 12 0.203 1.504 13 0.193 1.430 14 0.162 1.2 15 0.119 0.8817 16 0.0716 0.5305 17 0.029113 0.2157 Figure 2: Representing total global solar radiation for day 79. Table3: Diffuse hourly radiation Id from diffuse daily radiation data on a horizontal surface can be obtained by: Cosω in hours rd Id = rd × Hd, in kWh/m² 7 0.0328 0.0519 8 0.065 0.1030 9 0.0927 0.1469 10 0.1139 0.1805 11 0.1272 0.2016 12 0.1318 0.2089 13 0.1272 0.2016 14 0.1139 0.1805 15 0.0927 0.1469 16 0.065 0.1030 17 0.0328 0.0519
  • 7. Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location DOI: 10.9790/1676-1103044353 www.iosrjournals.org 49 | Page Figure 3: Representing total diffuse solar radiation for day79. Case 2: On Vertical Surface (β= φ) Assume Sunshine hours per day is 12.0428 From Case1: n=31+28+20= 79, δ = -2.406˚, ωs =89.288˚, Day length = 11.9h Ho = 35560.06694 kJ/m²- day or 9.87kWh/m² Hga =26677.21302 kJ/m² or 7.410kWh/m² - day β=16.59-(-2.406) =18.997° Calculation of tilt factors: The tilt factors are calculated using the equations (14), (15), (16) Table 4: Total solar radiation on inclined surfaces (β= φ): Cosω in Hours Ib rb Id rd rr IT=Ibrb+Idrd+(Ib +Id)rr in kWh/m2 7 0.1638 1.0956 0.015 0.9727 0.00544 0.1950 8 0.4275 1.0695 0.1030 0.9727 0.00544 0.56028 9 0.7348 1.0616 0.1469 0.9727 0.00544 0.9277 10 1.0195 1.0581 0.1805 0.9727 0.00544 1.2608 11 1.2284 1.0565 0.2016 0.9727 0.00544 1.5016 12 1.2951 1.0560 0.2089 0.9727 0.00544 1.579 13 1.2284 1.0565 0.2016 0.9727 0.00544 1.5016 14 1.0195 1.0581 0.1805 0.9727 0.00544 1.2608 15 0.7348 1.0616 0.1469 0.9727 0.00544 0.9277 16 0.4275 1.0695 0.1030 0.9727 0.00544 0.56028 17 0.1638 1.0956 0.015 0.9727 0.00544 0.1950 Figure 4: Representing Total Solar Radiation on Inclined Surface for day 79 at (β= φ)
  • 8. Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location DOI: 10.9790/1676-1103044353 www.iosrjournals.org 50 | Page Case 3: On inclined surface (β = φ+ 15˚) Assume Sunshine hour angle = 12.53 From Case 1: n=31+28+20= 79, δ = -2.406˚, ωs =89.288˚, Day length = 11.9h Ho = 35560.06694 kJ/m²- day or 9.87kWh/m² Hga =26677.21302 kJ/m² or 7.410kWh/m² - day Estimation of tilt factors Table 5: Total Radiation on Inclined Surface (β = φ+ 15˚) Hours Ib rb Id rd rr IT 7 0.1638 1.1044 0.0519 0.9149 0.017 0.2320 8 0.4275 1.0564 0.1030 0.9149 0.017 0.5548 9 0.7348 1.0418 0.1469 0.9149 0.017 0.9149 10 1.0195 1.0354 0.1805 0.9149 0.017 1.2411 11 1.2284 1.0325 0.2016 0.9149 0.017 1.4780 12 1.2951 1.0316 0.2089 0.9149 0.017 1.5527 13 1.2284 1.0325 0.2016 0.9149 0.017 1.4780 14 1.0195 1.0354 0.1805 0.9149 0.017 1.2411 15 0.7348 1.0418 0.1469 0.9149 0.017 0.9149 16 0.4275 1.0564 0.1030 0.9149 0.017 0.5548 17 0.1638 1.1044 0.0519 0.9149 0.017 0.2320 Figure 5: Representing total solar radiation on Inclined Surface for day 79 at (β = φ+ 15˚): Case 4: On inclined surface (β= φ- 15˚) Assume Sunshine hour angle = 12.038 From Case 1: n=31+28+20= 79 δ = -2.406˚ ωs =89.288˚ Day length = 11.9h Ho = 35560.06694 kJ/m²- day or 9.87kWh/m² Hga =26677.21302 kJ/m² or 7.410kWh/m² - day
  • 9. Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location DOI: 10.9790/1676-1103044353 www.iosrjournals.org 51 | Page Table 6: Total radiation on inclined surface (β = φ - 15˚) Figure 6: Representing Total Solar Radiation on Inclined Surface for day 79 at (β= φ-15) Table 7:Summary of Total radiation on inclined surface for three different tilt angles on 79th day Cosω in Hours IT IT IT β = φ β = φ+ 15˚ β= φ- 15˚ 7 0.195 0.232 0.2177 8 0.56028 0.5548 0.5737 9 0.9277 0.9149 0.8884 10 1.2608 1.2411 1.209 11 1.5016 1.478 1.4407 12 1.579 1.5527 1.5152 13 1.5016 1.478 1.4407 14 1.2608 1.2411 1.209 15 0.9277 0.9149 0.8884 16 0.56028 0.5548 0.5737 17 0.195 0.232 0.2177 Avg 0.951796 0.944936 0.924927 Hours Ib rb Id rd rr IT (kWh/m2 ) 7 0.1638 1.01233 0.0519 0.9988 0.0002322 0.2177 8 0.4275 1.0099 0.1039 0.9988 0.0002322 0.5737 9 0.7348 1.0092 0.1469 0.9988 0.0002322 0.8884 10 1.0195 1.0088 0.1805 0.9988 0.0002322 1.2090 11 1.2284 1.0087 0.2016 0.9988 0.0002322 1.4407 12 1.2951 1.0086 0.2089 0.9988 0.0002322 1.5152 13 1.2284 1.0087 0.2016 0.9988 0.0002322 1.4407 14 1.0195 1.0088 0.1805 0.9988 0.0002322 1.2090 15 0.7348 1.0092 0.1469 0.9988 0.0002322 0.8884 16 0.4275 1.0099 0.1039 0.9988 0.0002322 0.5737 17 0.1638 1.01233 0.0519 0.9988 0.0002322 0.2177
  • 10. Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location DOI: 10.9790/1676-1103044353 www.iosrjournals.org 52 | Page Figure 7: Summary representing Total Solar Radiation on Inclined Surface for day 79 at three different tilt angles Table 8: daily average global radiation for different tilt angles is calculated and tabulated as follows. Dates Hg Hg Hg Hg Horizontal β = φ β = φ+ 15˚ β= φ- 15˚ 17-Jan 6.00912 7.05912 7.60912 6.19912 16-Feb 6.70062 7.52062 7.81062 6.85062 16-Mar 7.42389 7.70389 7.58389 7.50389 15-Apr 7.92847 7.75847 7.25847 7.92847 15-May 8.08652 7.57652 6.81652 8.03652 11-Jun 8.08046 7.42046 7.62046 8.04046 17-Jul 8.04808 7.57808 7.67808 8.02808 16-Aug 7.94679 7.50679 7.64679 7.93679 15-Sep 7.57798 7.48798 7.50798 7.59798 15-Oct 6.89785 7.31785 7.36785 6.98785 14-Nov 6.16317 7.01317 7.38317 6.32317 10-Dec 5.78780 6.83780 7.36780 5.97780 Figure 8: Monthly daily average global radiation for different tilt angles.
  • 11. Estimation of Average Solar Radiation on Horizontal And Tilted Surfaces for Vijayawada Location DOI: 10.9790/1676-1103044353 www.iosrjournals.org 53 | Page IV. Conclusion From table 8 and Fig 8, it is observed that for Vijayawada location daily average global solar radiation on horizontal surface is 7.2208 kWh/m2 . Overall, January to June daily average global solar radiation is 7.3715 kWh/m2 . July to December daily average global solar radiation is 7.0702 kWh/m2 . The advantage of this method of calculation is, it gives the optimal inclination angle of the panel to be maintained. For example during May in Vijayawada location the optimal angle to be maintained is inclination angle equals to latitude of location. Limitation is, the calculations have not considered the shadow effects. If shadow falls on the panels then the available radiation will not fall on the panel so the output power will be less than the estimated. From table 7 and Fig.7 For a particular day in March (79th day in year) the average hourly global radiation is maximum of 0.951756 kWh/m2 for inclination angle is equal to latitude of the location. From Fig.8 the optimal inclination to trap maximum radiation from sun at Vijayawada location is as follows. Month Inclination angle January Φ + 15 = 31.5 February Φ + 15 = 31.5 March Φ = 16.5 April Horizontal = 0 May Horizontal = 0 June Horizontal = 0 Month Inclination angle July Horizontal = 0 August Horizontal = 0 September Φ - 15 = 1.5 October Φ + 15 = 31.5 November Φ + 15 = 31.5 December Φ + 15 = 31.5 V. Future Scope In Future work cost analysis can be made by calculating the power output from photovoltaic panel implementing dual axis tracking and changing the inclination angle with the above procedure manually on monthly basis. References [1]. Appelbaum, J., “Photovoltaics: Present and Future, a seminar Series”, Katholieke Universiteit, Leuven, Belgium, November 2001. [2]. Collares - Pereia, M, and Rabl, A., "The Average Distribution of Solar Radiation: Correlations between Diffuse and Hemispherical and between Daily and Hourly Insolation-values", Solar Energy, vol.22, p.155, 1979. [3]. Modi, V. and Sukhatme, S.P.,"Estimation of Daily Total and Diffuse Insolation in India from Weather Data", Solar Energy, vol.22, p .407, 1979. [4]. Solar Photovoltaics 2nd edition by Chetan Singh Solanki, IIT Bombay, PHI Publications. [5]. M.Chikh1*, A. Mahrane1, M. Haddadi2 “Modeling the diffuse part of the global solar Radiation” in Algeria. Energy Procedia 18 (2012) 1068 – 1075 [6]. Erbs, D.G., Klein, S.A. and Duffie, J.A., “Estimation of the Diffuse Radiation Fraction for Hourly, Daily and Monthly Average Global Radiation”, Solar Energy, vol. 28, p.293, 1982.