{"id":6809,"date":"2024-11-30T07:56:39","date_gmt":"2024-11-30T07:56:39","guid":{"rendered":"https:\/\/workhouse.sweetdishy.com\/?p=6809"},"modified":"2024-11-30T07:56:40","modified_gmt":"2024-11-30T07:56:40","slug":"design-of-pv-systems","status":"publish","type":"post","link":"https:\/\/workhouse.sweetdishy.com\/index.php\/2024\/11\/30\/design-of-pv-systems\/","title":{"rendered":"Design of PV systems"},"content":{"rendered":"\n<p id=\"P0910\">The electrical power output from a PV panel depends on the incident radiation, the cell temperature, the solar incidence angle, and the load resistance. In this section, a method to design a PV system is presented and all these parameters are analyzed. Initially, a method to estimate the electrical load of an application is presented, followed by the estimation of the absorbed solar radiation from a PV panel and a description of the method for sizing PV systems.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"CESECTITLE0120\">9.5.1 Electrical loads<\/h3>\n\n\n\n<p id=\"P0915\">As is already indicated, a PV system size may vary from a few watts to hundreds of kilowatts. In grid-connected systems, the installed power is not so important because the produced power, if not consumed, is fed into the grid. In stand-alone systems, however, the only source of electrical power is the PV system; therefore, it is very important at the initial stages of the system design to assess the electrical loads the system will cover. This is especially important in emergency<a><\/a>&nbsp;warning systems. The main considerations that a PV system designer needs to address from the very beginning are:<a><\/a><\/p>\n\n\n\n<p id=\"O0040\">1.&nbsp;<a><\/a>According to the type of loads that the PV system will meet, which is more important, the total daily energy output or the average or peak power?<\/p>\n\n\n\n<p id=\"O0045\">2.&nbsp;<a><\/a>At what voltage will the power be delivered, and is it AC or DC?<\/p>\n\n\n\n<p id=\"O0050\">3.&nbsp;<a><\/a>Is a backup energy source needed?<\/p>\n\n\n\n<p>Usually the first things the designer has to estimate are the load and the load profile that the PV system will meet. It is very important to be able to estimate precisely the loads and their profiles (time when each load occurs). Due to the initial expenditure needed, the system is sized at the minimum required to satisfy the specific demand. If, for example, three appliances exist, requiring 500&nbsp;W, 1000&nbsp;W, and 1500&nbsp;W, respectively; each appliance is to operate for 1&nbsp;h; and only one appliance is on at a time, then the PV system must have an installed peak power of 1500&nbsp;W and 3000&nbsp;Wh of energy requirement. If possible, when using a PV system, the loads should be intentionally spread over a period of time to keep the system small and thus cost-effective. Generally, the peak power is estimated by the value of the highest power occurring at any particular time, whereas the energy requirement is obtained by multiplying the wattage of each appliance by the operating hours and summing the energy requirements of all appliances connected to the PV system. The maximum power can easily be estimated with the use of a time-schedule diagram, as shown in the following example.<a><\/a><\/p>\n\n\n\n<p>EXAMPLE 9.4<\/p>\n\n\n\n<p id=\"P0940\">Estimate the daily load and the peak power required by a PV system that has three appliances connected to it with the following characteristics:<a><\/a><\/p>\n\n\n\n<p id=\"O0055\">1.&nbsp;<a><\/a>Appliance 1, 20&nbsp;W operated for 3&nbsp;h (10 am\u20131 pm).<\/p>\n\n\n\n<p id=\"O0060\">2.&nbsp;<a><\/a>Appliance 2, 10&nbsp;W operated for 8&nbsp;h (9 am\u20135 pm).<\/p>\n\n\n\n<p id=\"O0065\">3.&nbsp;<a><\/a>Appliance 3, 30&nbsp;W operated for 2&nbsp;h (2 pm\u20134 pm).<\/p>\n\n\n\n<p id=\"BOXSECTITLE0025\">Solution<\/p>\n\n\n\n<p id=\"P0960\">The daily energy use is equal to:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si43.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P0965\">To find the peak power, a time schedule diagram is required (see\u00a0Figure 9.20).<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091f09-20-9780123972705.jpg\" alt=\"image\"\/><\/figure>\n\n\n\n<p><strong>FIGURE 9.20<\/strong>&nbsp;<a><\/a>Time schedule diagram.<\/p>\n\n\n\n<p id=\"P0970\">As can be seen, the peak power is equal to 40&nbsp;W.<\/p>\n\n\n\n<p>EXAMPLE 9.5<\/p>\n\n\n\n<p id=\"P0975\">A remote cottage has the loads listed in\u00a0Table 9.2. Find the average load and peak power to be satisfied by a 12\u00a0V PV system with an inverter.<\/p>\n\n\n\n<p>Table 9.2<\/p>\n\n\n\n<p>Loads for Cottage in\u00a0Example 9.5<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/T000091tabT0015.png\" alt=\"Image\"\/><\/figure>\n\n\n\n<p id=\"BOXSECTITLE0030\">Solution<\/p>\n\n\n\n<p id=\"P0980\">In\u00a0Table 9.3, the loads for this application are separated according to type of power. Because no information is given about the time schedule of the loads, these are assumed to occur simultaneously.<\/p>\n\n\n\n<p>Table 9.3<\/p>\n\n\n\n<p>Loads in\u00a0Table 9.2, by Type of Power<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/T000091tabT0020.png\" alt=\"Image\"\/><\/figure>\n\n\n\n<p id=\"P0985\">From\u00a0Table 9.3, the following can be determined:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si44.png\" alt=\"image\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si45.png\" alt=\"image\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si46.png\" alt=\"image\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si47.png\" alt=\"image\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"CESECTITLE0125\">9.5.2 Absorbed solar radiation<\/h3>\n\n\n\n<p id=\"P0990\">The main factor affecting the power output from a PV system is the absorbed solar radiation,\u00a0<em>S<\/em>, on the PV surface. As was seen in\u00a0Chapter 3,\u00a0<em>S<\/em>\u00a0depends on the incident radiation, air mass, and incident angle. As in the case of thermal collectors, when radiation data on the plane of the PV are unknown, it is necessary to estimate the absorbed solar radiation using the horizontal data and information on incidence angle. As in thermal collectors, the absorbed solar radiation includes the beam, diffuse, and ground-reflected components. In the case of PVs, however, a spectral effect is also included. Therefore, by assuming that the diffuse and ground-reflected radiation is isotropic,\u00a0<em>S<\/em>\u00a0can be obtained from (Duffie and Beckman, 2006):<\/p>\n\n\n\n<p id=\"FD46\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si48.png\" alt=\"image\" width=\"485\" height=\"39\"><strong>(9.25)<\/strong><\/p>\n\n\n\n<p>where&nbsp;<em>M<\/em>&nbsp;=&nbsp;air mass modifier.<\/p>\n\n\n\n<p id=\"P0995\">The air mass modifier,\u00a0<em>M<\/em>, accounts for the absorption of radiation by species in the atmosphere, which causes the spectral content of the available solar radiation to change, thus altering the spectral distribution of the incident radiation and the generated electricity. An empirical relation that accounts for the changes in the spectral distribution resulting from changes in the air mass,\u00a0<em>m<\/em>, from the reference air mass of 1.5 (at sea level) is given by the following empirical relation developed by\u00a0King et al. (2004):<\/p>\n\n\n\n<p id=\"FD47\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si49.png\" alt=\"image\" width=\"269\" height=\"18\"><strong>(9.26)<\/strong><\/p>\n\n\n\n<p>Constant\u00a0<em>\u03b1<sub>i<\/sub><\/em>\u00a0values in Eq.\u00a0(9.26)\u00a0depend on the PV material, although for small zenith angles, less than about 70\u00b0, the differences are small (De Soto et al., 2006).\u00a0Table 9.4\u00a0gives the values of the\u00a0<em>\u03b1<sub>i<\/sub><\/em>\u00a0constants for various PV panels tested at the National Institute of Standards and Technology (NIST) (Fanney et al., 2002).<\/p>\n\n\n\n<p>Table 9.4<\/p>\n\n\n\n<p><a><\/a>Values of&nbsp;<em>\u03b1<\/em><sub>i<\/sub>&nbsp;Constants for Various PV Panels Tested at NIST<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/T000091tabT0025.png\" alt=\"Image\"\/><\/figure>\n\n\n\n<p id=\"P1005\">As was seen in\u00a0Chapter 2, Section 2.3.6, the air mass,\u00a0<em>m<\/em>, is the ratio of the mass of air that the beam radiation has to traverse at any given time and location to the mass of air that the beam radiation would traverse if the sun were directly overhead. This can be given from Eq.\u00a0(2.81)\u00a0or from the following relation developed by\u00a0King et al. (1998):<\/p>\n\n\n\n<p id=\"FD48\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si50.png\" alt=\"image\" width=\"260\" height=\"40\"><strong>(9.27)<\/strong><a><\/a><\/p>\n\n\n\n<p id=\"P1010\">As the incidence angle increases, the amount of radiation reflected from the PV cover increases. Significant effects of inclination occur at incidence angles greater than 65\u00b0. The effect of reflection and absorption as a function of incidence angle is expressed in terms of the incidence angle modifier,\u00a0<em>K<sub>\u03b8<\/sub><\/em>, defined as the ratio of the radiation absorbed by the cell at incidence angle\u00a0<em>\u03b8<\/em>\u00a0divided by the radiation absorbed by the cell at normal incidence. Therefore, in equation form, the incidence angle modifier at angle\u00a0<em>\u03b8<\/em>\u00a0is obtained by:<\/p>\n\n\n\n<p id=\"FD49\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si51.png\" alt=\"image\" width=\"79\" height=\"38\"><strong>(9.28)<\/strong><\/p>\n\n\n\n<p>It should be noted that the incidence angle depends on the PV panel slope, location, and time of the day. As in thermal collectors, separate incidence angle modifiers are required for the beam, diffuse, and ground-reflected radiation. For the diffuse and ground-reflected radiation, the effective incidence angle given by Eq.\u00a0(3.4)\u00a0can be used. Although these equations were obtained for thermal collectors, they were found to give reasonable results for PV systems as well.<\/p>\n\n\n\n<p id=\"P1020\">So, using the concept of incidence angle modifier and noting that:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si52.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p>Equation\u00a0(9.25)\u00a0can be written as:<\/p>\n\n\n\n<p id=\"FD51\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si53.png\" alt=\"image\" width=\"501\" height=\"39\"><strong>(9.29)<\/strong><\/p>\n\n\n\n<p>It should be noted that, because the glazing is bonded to the cell surface, the incidence angle modifier of a PV panel differs slightly from that of a flat-plate collector and is obtained by combining the various equations presented in\u00a0Chapter 2, Section 2.3.3:<\/p>\n\n\n\n<p id=\"FD52\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si54.png\" alt=\"image\" width=\"387\" height=\"41\"><strong>(9.30)<\/strong><\/p>\n\n\n\n<p>where\u00a0<em>\u03b8<\/em>\u00a0and\u00a0<em>\u03b8<\/em><sub>r<\/sub>\u00a0are the incidence angle and refraction angle (same as angles\u00a0<em>\u03b8<\/em><sub>1<\/sub>\u00a0and\u00a0<em>\u03b8<\/em><sub>2<\/sub>\u00a0in Section\u00a02.3.3). A typical value of the extinction coefficient,\u00a0<em>K<\/em>, for PV systems is 4m<sup>-1<\/sup>\u00a0(for water white glass), glazing thickness is 2\u00a0mm, and the refractive index for glass is 1.526.<\/p>\n\n\n\n<p id=\"P1035\">A simpler way to obtain the incidence angle modifier is given by\u00a0King et al. (1998), who suggested the following equation:<\/p>\n\n\n\n<p id=\"FD53\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si55.png\" alt=\"image\" width=\"280\" height=\"18\"><strong>(9.31)<\/strong><\/p>\n\n\n\n<p>Table 9.5\u00a0gives the values of the\u00a0<em>b<sub>i<\/sub><\/em>\u00a0constants for various PV panels tested at NIST (Fanney et al., 2002).<\/p>\n\n\n\n<p>Table 9.5<\/p>\n\n\n\n<p><a><\/a>Values of&nbsp;<em>b<\/em><sub>i<\/sub>&nbsp;Constants for Various PV Panels Tested at NIST<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/T000091tabT0030.png\" alt=\"Image\"\/><\/figure>\n\n\n\n<p id=\"P1045\">Therefore, Eq.\u00a0(9.31)\u00a0can be used directly for the specific type of cell to give the incidence angle modifier according to the incidence angle. Again, for the diffuse and ground-reflected radiation, the effective incidence angle given by Eq.\u00a0(3.4)\u00a0can be used.<\/p>\n\n\n\n<p>EXAMPLE 9.6<\/p>\n\n\n\n<p id=\"P1050\">A south-facing PV panel is installed at 30\u00b0 in a location which is at 35\u00b0N latitude. If, on June 11 at noon, the beam radiation is 715&nbsp;W\/m<sup>2<\/sup>&nbsp;and the diffuse radiation is 295&nbsp;W\/m<sup>2<\/sup>, both on a horizontal surface, estimate the absorbed solar radiation on the PV panel. The thickness of the glass cover on PV is 2&nbsp;mm, the extinction coefficient&nbsp;<em>K<\/em>&nbsp;is 4m<sup>\u22121<\/sup>, and ground reflectance is 0.2.<\/p>\n\n\n\n<p id=\"BOXSECTITLE0035\">Solution<\/p>\n\n\n\n<p id=\"P1055\">From\u00a0Table 2.1, on June 11,\u00a0<em>\u03b4<\/em>\u00a0=\u00a023.09\u00b0. First, the effective incidence angles need to be calculated. For the beam radiation, the incidence angle is required, estimated from Eq.\u00a0(2.20):<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si56.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1060\">For the diffuse and ground-reflected components, Eq.\u00a0(3.4)\u00a0can be used:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si57.png\" alt=\"image\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si58.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1065\">Next, we need to estimate the three incidence angle modifiers. At an incidence angle of 18.1\u00b0, the refraction angle from Eq.\u00a0(2.44)\u00a0is:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si59.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1070\">Using Eq.\u00a0(9.30)\u00a0with\u00a0<em>K<\/em>\u00a0=\u00a04m<sup>\u22121<\/sup>\u00a0and\u00a0<em>L<\/em>\u00a0=\u00a00.002\u00a0m,<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si60.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1075\">At normal incidence, as shown in\u00a0Chapter 2, Section 2.3.3, Eq.\u00a0(2.49), the term in the square bracket of Eq.\u00a0(9.30)\u00a0is replaced with 1\u00a0\u2212\u00a0[(<em>n<\/em>\u00a0\u2212\u00a01)\/(<em>n<\/em>\u00a0+\u00a01)]<sup>2<\/sup>. Therefore,<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si61.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1080\">And from Eq.\u00a0(9.28),<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si62.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1085\">For the diffuse radiation,<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si63.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1090\">Using Eq.\u00a0(9.30),<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si64.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1095\">And from Eq.\u00a0(9.28),<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si65.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1100\">Using Eq.\u00a0(9.31)\u00a0for monocrystalline cells gives\u00a0<em>K<sub>\u03b8<\/sub><\/em><sub>,D<\/sub>\u00a0=\u00a00.9622; and for polycrystalline cells,\u00a0<em>K<sub>\u03b8<\/sub><\/em><sub>,D<\/sub>\u00a0=\u00a00.9672. Both values are close to the value just obtained, so even if the exact type of PV cell is not known, acceptable values can be obtained from Eq.\u00a0(9.31)\u00a0using either type of the cell.<\/p>\n\n\n\n<p id=\"P1105\">For the ground-reflected radiation,<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si66.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1110\">Using Eq.\u00a0(9.30),<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si67.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1115\">And from Eq.\u00a0(9.28),<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si68.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1120\">Using Eq.\u00a0(9.31)\u00a0for monocrystalline cells gives\u00a0<em>K<sub>\u03b8<\/sub><\/em>,<sub>G<\/sub>\u00a0=\u00a00.7625, and for polycrystalline cells,\u00a0<em>K<sub>\u03b8<\/sub><\/em>,<sub>G<\/sub>\u00a0=\u00a00.7665. Both values, again, are close to the value obtained previously.<\/p>\n\n\n\n<p id=\"P1125\">For the estimation of the air mass, the zenith angle is required, obtained from Eq.\u00a0(2.12):<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si69.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1130\">The air mass is obtained from Eq.\u00a0(9.27):<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si70.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1135\">It should be noted that the same result is obtained using Eq.&nbsp;<a href=\"https:\/\/learning.oreilly.com\/library\/view\/solar-energy-engineering\/9780123972705\/xhtml\/CHP002.html#FD156\">(2.81)<\/a>:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si71.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1140\">From Eq.\u00a0(9.26),<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si72.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1145\">From Eq.\u00a0(2.88),<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si73.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p>Now, using Eq.\u00a0(9.29),<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si74.png\" alt=\"image\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"CESECTITLE0130\">9.5.3 Cell temperature<\/h3>\n\n\n\n<p id=\"P1155\">As was seen in Section\u00a09.1.3, the performance of the solar cell depends on the cell temperature. This temperature can be determined by an energy balance and considering that the absorbed solar energy that is not converted to electricity is converted to heat, which is dissipated to the environment. Generally, when operating solar cells at elevated temperatures, their efficiency is lowered. In cases where this heat dissipation is not possible, as in BIPVs and concentrating PV systems (see Section\u00a09.7), the heat must be removed by some mechanical means, such as forced air circulation, or by a water heat exchanger in contact with the back side of the PV. In this case, the heat can be used to an advantage, as explained in Section\u00a09.8; these systems are called\u00a0<em>hybrid photovoltaic\/thermal<\/em>\u00a0(PV\/T) systems. Because these systems offer a number of advantages, even normal roof-mounted PVs can be converted into hybrid PV\/Ts.<\/p>\n\n\n\n<p id=\"P1160\">The energy balance on a unit area of a PV module that is cooled by heat dissipation to ambient air is given by:<\/p>\n\n\n\n<p id=\"FD73\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si75.png\" alt=\"image\" width=\"197\" height=\"16\"><strong>(9.32)<\/strong><\/p>\n\n\n\n<p id=\"P1165\">For the (<em>\u03c4\u03b1<\/em>) product, a value of 0.9 can be used without serious error (Duffie and Beckman, 2006). The heat loss coefficient,\u00a0<em>U<\/em><sub>L<\/sub>, includes losses by convection and radiation from the front and back of the PV to the ambient temperature,\u00a0<em>T<\/em><sub>a<\/sub>.<\/p>\n\n\n\n<p id=\"P1170\">By operating the module at the nominal operating cell temperature (NOCT) conditions (see\u00a0Table 9.1) with no load, i.e.\u00a0<em>\u03b7<\/em><sub>e<\/sub>\u00a0=\u00a00, Eq.\u00a0(9.32)\u00a0becomes:<\/p>\n\n\n\n<p id=\"FD74\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si76.png\" alt=\"image\" width=\"239\" height=\"20\"><strong>(9.33)<\/strong><\/p>\n\n\n\n<p>which can be used to determine the ratio:<\/p>\n\n\n\n<p id=\"FD75\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si77.png\" alt=\"image\" width=\"161\" height=\"39\"><strong>(9.34)<\/strong><\/p>\n\n\n\n<p id=\"P1175\">By substituting Eq.\u00a0(9.34)\u00a0into Eq.\u00a0(9.32)\u00a0and performing the necessary manipulations, the following relation can be obtained:<\/p>\n\n\n\n<p id=\"FD76\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si78.png\" alt=\"image\" width=\"333\" height=\"40\"><strong>(9.35)<\/strong><a><\/a><\/p>\n\n\n\n<p id=\"P1180\">An empirical formula that can be used for the calculation of PV module temperature of polycrystalline silicon solar cells was presented by\u00a0Lasnier and Ang (1990). This is a function of the ambient temperature,\u00a0<em>T<\/em><sub>a<\/sub>, and the incoming solar radiation,\u00a0<em>G<\/em><sub>t<\/sub>, given by:<\/p>\n\n\n\n<p id=\"FD77\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si79.png\" alt=\"image\" width=\"300\" height=\"16\"><strong>(9.36)<\/strong><\/p>\n\n\n\n<p>When the temperature coefficient of the PV module is given, the following equation can be used to estimate the efficiency according to the cell temperature:<\/p>\n\n\n\n<p id=\"FD78\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si80.png\" alt=\"image\" width=\"187\" height=\"16\"><strong>(9.37)<\/strong><\/p>\n\n\n\n<p>where<a><\/a><\/p>\n\n\n\n<p id=\"U0255\"><a><\/a><em>\u03b2<\/em>&nbsp;=&nbsp;temperature coefficient (per k<sup>\u22121<\/sup>).<\/p>\n\n\n\n<p id=\"U0260\"><a><\/a><em>\u03b7<\/em><sub>R<\/sub>&nbsp;=&nbsp;reference efficiency.<\/p>\n\n\n\n<p>EXAMPLE 9.7<\/p>\n\n\n\n<p id=\"P1200\">If, for a PV module operating at NOCT conditions, the cell temperature is 42&nbsp;\u00b0C, determine the cell temperature when this module operates at a location where&nbsp;<em>G<\/em><sub>t<\/sub>&nbsp;=&nbsp;683&nbsp;W\/m<sup>2<\/sup>,&nbsp;<em>V<\/em>&nbsp;=&nbsp;1&nbsp;m\/s, and&nbsp;<em>T<\/em><sub>a<\/sub>&nbsp;=&nbsp;41&nbsp;\u00b0C and the module is operating at its maximum power point with an efficiency of 9.5%.<\/p>\n\n\n\n<p id=\"BOXSECTITLE0040\">Solution<\/p>\n\n\n\n<p id=\"P1205\">Using Eq.\u00a0(9.35),<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si81.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1210\">Using empirical Eq.\u00a0(9.36),<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si82.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1215\">As can be seen, the empirical method is not as accurate but offers a good approximation.<\/p>\n\n\n\n<p id=\"P1220\">It should be noted that, in\u00a0Example 9.7, the module efficiency was given. If it was not given, then a trial-and-error solution needs to be applied. In this procedure, a value of module efficiency is assumed and\u00a0<em>T<\/em><sub>C<\/sub>\u00a0is estimated using Eq.\u00a0(9.35). Provided that\u00a0<em>I<\/em><sub>o<\/sub>\u00a0and\u00a0<em>I<\/em><sub>sc<\/sub>\u00a0are known, the value of\u00a0<em>T<\/em><sub>C<\/sub>\u00a0is used to find\u00a0<em>V<\/em><sub>max<\/sub>\u00a0with Eq.\u00a0(9.14). Subsequently,\u00a0<em>P<\/em><sub>max<\/sub>\u00a0and\u00a0<em>\u03b7<\/em><sub>max<\/sub>\u00a0are estimated with Eqs\u00a0(9.17)\u00a0and\u00a0(9.18), respectively. The initial guess value of\u00a0<em>\u03b7<sub>e<\/sub><\/em>\u00a0is then compared with\u00a0<em>\u03b7<\/em><sub>max<\/sub>, and if there is a difference, iteration is used. Because the efficiency is strongly related to cell temperature, fast convergence is achieved.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"CESECTITLE0135\">9.5.4 Sizing of PV systems<\/h3>\n\n\n\n<p id=\"P1225\">Once the load and absorbed solar radiation are known, the design of the PV system can be carried out, including the estimation of the required PV panel\u2019s area and the selection of the other equipment, such as controllers and inverters. Detailed simulations of PV systems can be carried with the TRNSYS\u00a0program (see\u00a0Chapter 11, Section 11.5.1); however, usually a simple procedure needs to be followed to perform a preliminary sizing of the system. The simplicity of this preliminary design depends on the type of the application. For example, a situation in which a vaccine refrigerator is powered by the PV system, and a possible failure of the system to supply the required energy will destroy the vaccines is much different to a home system delivering electricity to a television and some lamps.<\/p>\n\n\n\n<p id=\"P1230\">The energy delivered by a PV array,&nbsp;<em>E<\/em><sub>PV<\/sub>, is given by:<\/p>\n\n\n\n<p id=\"FD81\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si83.png\" alt=\"image\" width=\"91\" height=\"19\"><strong>(9.38)<\/strong><\/p>\n\n\n\n<p>where<a><\/a><\/p>\n\n\n\n<p id=\"U0265\"><img loading=\"lazy\" decoding=\"async\" width=\"22\" height=\"20\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si84.png\" alt=\"image\">\u00a0=\u00a0monthly average value of\u00a0<em>G<\/em><sub>t<\/sub>, obtained from Eq.\u00a0(2.97)\u00a0by setting all parameters as monthly average values.<\/p>\n\n\n\n<p id=\"U0270\"><a><\/a><em>A<\/em>&nbsp;=&nbsp;area of the PV array (m<sup>2<\/sup>).<\/p>\n\n\n\n<p id=\"P1245\">The energy of the array available to the load and battery,\u00a0<em>E<\/em><sub>A<\/sub>, is obtained from Eq.\u00a0(9.38)\u00a0by accounting for the array losses,\u00a0<em>L<\/em><sub>PV<\/sub>, and other power conditioning losses,\u00a0<em>L<\/em><sub>C<\/sub>:<\/p>\n\n\n\n<p id=\"FD82\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si85.png\" alt=\"image\" width=\"192\" height=\"16\"><strong>(9.39)<\/strong><\/p>\n\n\n\n<p id=\"P1250\">Therefore, the array efficiency is defined as:<\/p>\n\n\n\n<p id=\"FD83\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si86.png\" alt=\"image\" width=\"69\" height=\"36\"><strong>(9.40)<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"CESECTITLE0140\">Grid-connected systems<\/h4>\n\n\n\n<p id=\"P1255\">The inverter size required for grid-connected systems is equal to the nominal array power. The energy available to the grid is simply what is produced by the array multiplied by the inverter efficiency:<\/p>\n\n\n\n<p id=\"FD84\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si87.png\" alt=\"image\" width=\"97\" height=\"16\"><strong>(9.41)<\/strong><\/p>\n\n\n\n<p id=\"P1260\">Usually, some distribution losses are present accounted by&nbsp;<em>\u03b7<\/em><sub>dist<\/sub>&nbsp;and, if not, all this energy can be absorbed by the grid, then the actual energy delivered,&nbsp;<em>E<\/em><sub>d<\/sub>, is obtained by accounting for the grid absorption rate,&nbsp;<em>\u03b7<\/em><sub>abs<\/sub>, from:<\/p>\n\n\n\n<p id=\"FD85\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si88.png\" alt=\"image\" width=\"120\" height=\"16\"><strong>(9.42)<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"CESECTITLE0145\">Stand-alone systems<\/h4>\n\n\n\n<p id=\"P1265\">For stand-alone systems, the total equivalent DC demand,&nbsp;<em>D<\/em><sub>dc,eq<\/sub>, is obtained by summing the total DC demand,&nbsp;<em>D<\/em><sub>dc<\/sub>, and the total AC demand,&nbsp;<em>D<\/em><sub>ac<\/sub>&nbsp;(both expressed in kilowatt hours per day), converted to DC equivalent using:<\/p>\n\n\n\n<p id=\"FD86\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si89.png\" alt=\"image\" width=\"128\" height=\"37\"><strong>(9.43)<\/strong><\/p>\n\n\n\n<p id=\"P1270\">When the array supplies all energy to a DC load, the actual energy delivered,&nbsp;<em>E<\/em><sub>d,dc<\/sub>, is obtained by:<\/p>\n\n\n\n<p id=\"FD87\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si90.png\" alt=\"image\" width=\"100\" height=\"16\"><strong>(9.44)<\/strong><\/p>\n\n\n\n<p><a><\/a>When the battery directly supplies a DC load, the efficiency of the battery,&nbsp;<em>\u03b7<\/em><sub>bat<\/sub>, is accounted for, and the actual energy delivered,&nbsp;<em>E<\/em><sub>d,dc,bat<\/sub>, is obtained from:<\/p>\n\n\n\n<p id=\"FD88\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si91.png\" alt=\"image\" width=\"139\" height=\"16\"><strong>(9.45)<\/strong><\/p>\n\n\n\n<p>When the battery is used to supply energy to an AC load, the inverter efficiency is also accounted for:<\/p>\n\n\n\n<p id=\"FD89\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si92.png\" alt=\"image\" width=\"162\" height=\"16\"><strong>(9.46)<\/strong><\/p>\n\n\n\n<p>Finally, when the array supplies all energy to an AC load, the actual energy delivered,&nbsp;<em>E<\/em><sub>d,ac<\/sub>, is obtained by:<\/p>\n\n\n\n<p id=\"FD90\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si93.png\" alt=\"image\" width=\"123\" height=\"16\"><strong>(9.47)<\/strong><\/p>\n\n\n\n<p>This methodology is demonstrated by means of two examples. The first is a simple one and the second takes into account the various efficiencies.<\/p>\n\n\n\n<p>EXAMPLE 9.8<\/p>\n\n\n\n<p id=\"P1295\">A PV system is using 80&nbsp;W, 12&nbsp;V panels and 6&nbsp;V, 155&nbsp;Ah batteries in a good sunshine area. The battery efficiency is 73% and the depth of discharge is 70%. If, in wintertime, there are 5&nbsp;h of daylight, estimate the number of PV panels and batteries required for a 24&nbsp;V application with a load of 2600&nbsp;Wh.<\/p>\n\n\n\n<p id=\"BOXSECTITLE0045\">Solution<\/p>\n\n\n\n<p id=\"P1300\">The number of PV panels required is obtained from:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si94.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1305\">Because the system voltage is 24&nbsp;V and each panel produces 12&nbsp;V, two panels need to be connected in series to produce the required voltage, so an even number is required; therefore, the number of PV panels is increased to eight.<\/p>\n\n\n\n<p id=\"P1310\">If, for the location with good sunshine, we consider that three days of storage would be adequate, the storage required is:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si95.png\" alt=\"image\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si96.png\" alt=\"image\"\/><\/figure>\n\n\n\n<p id=\"P1315\">Again as the system voltage is 24&nbsp;V and each battery is 6&nbsp;V, we need to connect 4 batteries in series, so the number of batteries to use here is either 16 (very close to 16.4, with the possibility of not having enough power for the third day) or 20 (for more safety).<\/p>\n\n\n\n<p id=\"P1320\">The second example uses the concept of efficiency of the various components of the PV system.<\/p>\n\n\n\n<p>EXAMPLE 9.9<\/p>\n\n\n\n<p id=\"P1325\">Using the data from\u00a0Example 9.5, estimate the expected daily energy requirement. The efficiencies of the various components of the system are:<\/p>\n\n\n\n<p id=\"U0275\">\u2022&nbsp;<a><\/a>Inverter&nbsp;=&nbsp;90%.<\/p>\n\n\n\n<p id=\"U0280\">\u2022&nbsp;<a><\/a>Battery&nbsp;=&nbsp;75%.<\/p>\n\n\n\n<p id=\"U0285\">\u2022&nbsp;<a><\/a>Distribution circuit&nbsp;=&nbsp;95%.<\/p>\n\n\n\n<p id=\"BOXSECTITLE0050\">Solution<\/p>\n\n\n\n<p id=\"P1345\">From\u00a0Example 9.5, the average DC load was 475\u00a0Wh and the average AC load was 547.9\u00a0Wh. These give a total load of 1022.9\u00a0Wh.<\/p>\n\n\n\n<p id=\"P1350\">Expected daily loads are (from\u00a0Example 9.5):<\/p>\n\n\n\n<p id=\"U0290\">\u2022&nbsp;<a><\/a>Day DC&nbsp;=&nbsp;100 Wh (from PV system).<\/p>\n\n\n\n<p id=\"U0295\">\u2022&nbsp;<a><\/a>Night DC&nbsp;=&nbsp;375&nbsp;Wh (from battery).<\/p>\n\n\n\n<p id=\"U0300\">\u2022&nbsp;<a><\/a>Night AC&nbsp;=&nbsp;55&nbsp;Wh (from battery).<\/p>\n\n\n\n<p id=\"U0305\">\u2022&nbsp;<a><\/a>Day AC&nbsp;=&nbsp;492.9&nbsp;Wh,&nbsp;=&nbsp;(2250&nbsp;+&nbsp;1200)\/7 (from PV system through the inverter).<\/p>\n\n\n\n<p id=\"P1375\">The various energy requirements are obtained as follows:<a><\/a><\/p>\n\n\n\n<p id=\"U0310\">\u2022\u00a0Day DC energy is obtained from Eq.\u00a0(9.44):\u00a0<em>E<\/em><sub>d,dc<\/sub>\u00a0=\u00a0<em>E<\/em><sub>A<\/sub><em>\u03b7<\/em><sub>dist<\/sub>, so\u00a0<em>E<\/em><sub>A<\/sub>\u00a0=\u00a0100\/0.95\u00a0=\u00a0105.3\u00a0Wh.<\/p>\n\n\n\n<p id=\"U0315\">\u2022\u00a0Night DC energy is obtained from Eq.\u00a0(9.45):\u00a0<em>E<\/em><sub>d,dc,bat<\/sub>\u00a0=\u00a0<em>E<\/em><sub>A<\/sub><em>\u03b7<\/em><sub>bat<\/sub><em>\u03b7<\/em><sub>dist<\/sub>, so\u00a0<em>E<\/em><sub>A<\/sub>\u00a0=\u00a0375\/(0.75\u00a0\u00d7\u00a00.95)\u00a0=\u00a0526.3\u00a0Wh.<\/p>\n\n\n\n<p id=\"U0320\">\u2022\u00a0Night AC energy is obtained from Eq.\u00a0(9.46):\u00a0<em>E<\/em><sub>d,ac,bat<\/sub>\u00a0=\u00a0<em>E<\/em><sub>A<\/sub><em>\u03b7<\/em><sub>bat<\/sub><em>\u03b7<\/em><sub>inv<\/sub><em>\u03b7<\/em><sub>dist<\/sub>, so\u00a0<em>E<\/em><sub>A<\/sub>\u00a0=\u00a055\/(0.75\u00a0\u00d7\u00a00.90\u00a0\u00d7\u00a00.95)\u00a0=\u00a085.8\u00a0Wh.<\/p>\n\n\n\n<p id=\"U0325\">\u2022\u00a0Day AC energy is obtained from Eq.\u00a0(9.47):\u00a0<em>E<\/em><sub>d,ac<\/sub>\u00a0=\u00a0<em>E<\/em><sub>A<\/sub><em>\u03b7<\/em><sub>inv<\/sub><em>\u03b7<\/em><sub>dist<\/sub>, so,\u00a0<em>E<\/em><sub>A<\/sub>\u00a0=\u00a0492.9\/(0.90\u00a0\u00d7\u00a00.95)\u00a0=\u00a0576.5\u00a0Wh.<\/p>\n\n\n\n<p id=\"U0330\">\u2022&nbsp;<a><\/a>Expected daily energy requirement&nbsp;=&nbsp;105.3&nbsp;+&nbsp;526.3&nbsp;+&nbsp;85.8&nbsp;+&nbsp;576.5&nbsp;=&nbsp;1293.9&nbsp;Wh.<\/p>\n\n\n\n<p id=\"P1405\">Therefore the energy requirement is increased by 27% compared to 1022.9&nbsp;Wh estimated before.<\/p>\n\n\n\n<p id=\"P1410\">One way utilities historically have thought about generation reliability is loss-of-load probability (LLP). LLP is the probability that a generation will be insufficient to meet demand at some point over some specific time window, and this principle can also be used in sizing stand-alone PV systems. Therefore, the merit of a stand-alone PV system should be judged in terms of the reliability of the electricity supply to the load. Specifically, for stand-alone PV systems, LLP is defined as the ratio between the energy deficit and the energy demands both on the load and over a long period of time. Because of the random nature of the solar radiation, the LLP of even a trouble-free PV system is always greater than 0.<\/p>\n\n\n\n<p id=\"P1415\">Any PV system consists mainly of two subsystems that need to be designed: the PV array (also called the\u00a0<em>generator<\/em>) and the battery storage system (also called the\u00a0<em>accumulator<\/em>). A useful definition of these parameters relates to the load. Therefore, on a daily basis, the PV array capacity,\u00a0<em>C<\/em><sub>A<\/sub>, is defined as the ratio between the mean PV array energy production and the mean load energy demand. The storage capacity,\u00a0<em>C<\/em><sub>S<\/sub>, is defined as the maximum energy that can be taken out from the accumulator\u00a0divided by the mean load energy demand. According to\u00a0Egido and Lorenzo (1992), the sizing pair\u00a0<em>C<\/em><sub>A<\/sub>\u00a0and\u00a0<em>C<\/em><sub>S<\/sub>\u00a0can be given by the following equations:<\/p>\n\n\n\n<p id=\"FD94\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si97.png\" alt=\"image\" width=\"96\" height=\"34\"><strong>(9.48)<\/strong><\/p>\n\n\n\n<p id=\"FD95\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si98.png\" alt=\"image\" width=\"54\" height=\"34\"><strong>(9.49)<\/strong><\/p>\n\n\n\n<p>where<a><\/a><\/p>\n\n\n\n<p id=\"U0335\"><a><\/a><em>A<\/em>&nbsp;=&nbsp;PV array area (m<sup>2<\/sup>).<\/p>\n\n\n\n<p id=\"U0340\"><a><\/a><em>\u03b7<\/em><sub>PV<\/sub>&nbsp;=&nbsp;PV array efficiency.<\/p>\n\n\n\n<p id=\"U0345\"><a><\/a><em>H<\/em><sub>t<\/sub>&nbsp;=&nbsp;mean daily irradiation on the PV array (Wh\/m<sup>2<\/sup>).<\/p>\n\n\n\n<p id=\"U0350\"><a><\/a><em>L<\/em>&nbsp;=&nbsp;mean daily energy consumption (Wh).<\/p>\n\n\n\n<p id=\"U0355\"><a><\/a><em>C<\/em>&nbsp;=&nbsp;useful accumulator capacity (Wh).<\/p>\n\n\n\n<p id=\"P1445\">The reliability of a PV system is defined as the percentage of load satisfied by the PV system, whereas the LLP is the percentage of the mean load (over large periods of time) not supplied by the PV system, i.e., it is the opposite of reliability.<\/p>\n\n\n\n<p id=\"P1450\">As can be understood from Eqs\u00a0(9.48)\u00a0and\u00a0(9.49), it is possible to find many different combinations of\u00a0<em>C<\/em><sub>A<\/sub>\u00a0and\u00a0<em>C<\/em><sub>S<\/sub>\u00a0leading to the same LLP value. However, the larger the PV system size, the greater is the cost and the lower the LLP. Therefore, the task of sizing a PV system consists of finding the better trade-off between cost and reliability. Very often, the reliability is an\u00a0<em>a priori<\/em>\u00a0requirement from the user, and the problem is to find the pair of\u00a0<em>C<\/em><sub>A<\/sub>\u00a0and\u00a0<em>C<\/em><sub>S<\/sub>\u00a0values that lead to a given LLP value at the minimum cost.<\/p>\n\n\n\n<p id=\"P1455\">Additionally, because&nbsp;<em>C<\/em><sub>A<\/sub>&nbsp;depends on the meteorological conditions of the location, this means that the same PV array for the same load can be \u201clarge\u201d in one site and \u201csmall\u201d in another site with lower solar radiation.<\/p>\n\n\n\n<p id=\"P1460\">In cases where long-term averages of daily irradiation are available in terms of monthly means, Eq.\u00a0(9.48)\u00a0is modified as:<\/p>\n\n\n\n<p id=\"FD96\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si99.png\" alt=\"image\" width=\"97\" height=\"36\"><strong>(9.50)<\/strong><\/p>\n\n\n\n<p>where&nbsp;<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si100.png\" alt=\"image\" width=\"24\" height=\"20\">&nbsp;=&nbsp;monthly average daily irradiation on the PV array (Wh\/m<sup>2<\/sup>).<\/p>\n\n\n\n<p id=\"P1465\">In this case,<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091si101.png\" alt=\"image\" width=\"27\" height=\"23\">&nbsp;is defined as the ratio of the average energy output of the generator in the month with worst solar radiation input divided by the average consumption of the load (assuming a constant consumption of load for every month).<\/p>\n\n\n\n<p id=\"P1470\">Each point of the\u00a0<em>C<\/em><sub>A<\/sub><em>\u2013C<\/em><sub>S<\/sub>\u00a0plane represents a size of a PV system. This allows one to map the reliability, as is shown in\u00a0Figure 9.21. The curve is the loci of all the points corresponding to a same LLP value. Because of that, this type of curve is called an\u00a0<em>iso-reliability curve<\/em>. In\u00a0Figure 9.21, an example LLP curve is represented for LLP equal to 0.01.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/learning.oreilly.com\/api\/v2\/epubs\/urn:orm:book:9780123972705\/files\/images\/F000091f09-21-9780123972705.jpg\" alt=\"image\"\/><\/figure>\n\n\n\n<p><strong>FIGURE 9.21<\/strong>&nbsp;<a><\/a>LLP curve for LLP&nbsp;=&nbsp;0.01 and cost curve of a PV system.<\/p>\n\n\n\n<p id=\"P1475\">It should be noted that the definitions of\u00a0<em>C<\/em><sub>A<\/sub>\u00a0and\u00a0<em>C<\/em><sub>S<\/sub>\u00a0imply that this map is independent of the load and depends only on the meteorological behavior of the location. As can be seen from\u00a0Figure 9.21, the iso-reliability curve is very nearly a hyperbola with its asymptotes parallel to the\u00a0<em>x<\/em>\u00a0and\u00a0<em>y<\/em>\u00a0axes, respectively. For a given LLP value, the plot of the cost of the PV systems (dashed line in\u00a0Figure 9.21) corresponding to the iso-reliability curve is, approximately, a parabola having a minimum that defines the optimal solution to the sizing problem.<\/p>\n\n\n\n<p id=\"P1480\">The LLP curve represents pairs of&nbsp;<em>C<\/em><sub>S<\/sub>&nbsp;and&nbsp;<em>C<\/em><sub>A<\/sub>&nbsp;values that lead to the same value of LLP. This means, for example, that for the pair (<em>C<\/em><sub>S<\/sub>,&nbsp;<em>C<\/em><sub>A<\/sub>)&nbsp;=&nbsp;(2, 1.1), the proposed reliability is achieved by having a \u201cbig\u201d generator and a \u201csmall\u201d storage system. Similarly, for the same reliability, the pair (<em>C<\/em><sub>S<\/sub>,&nbsp;<em>C<\/em><sub>A<\/sub>)&nbsp;=&nbsp;(9, 0.6) leads to a \u201csmall\u201d generator and a \u201cbig\u201d battery. As can be seen, the optimum size of the system is at (<em>C<\/em><sub>S<\/sub>,&nbsp;<em>C<\/em><sub>A<\/sub>)&nbsp;=&nbsp;(7.5, 0.62), which gives the minimum PV system cost.<\/p>\n\n\n\n<p id=\"P1485\">Many methods have been developed by researchers to establish relations between&nbsp;<em>C<\/em><sub>A<\/sub>,&nbsp;<em>C<\/em><sub>S<\/sub>, and LLP. The main ones are numerical methods that use detailed system simulations and analytical methods that use equations describing the behavior of the PV system. These methods are presented by&nbsp;<a href=\"https:\/\/learning.oreilly.com\/library\/view\/solar-energy-engineering\/9780123972705\/xhtml\/CHP009.html#BIB15\">Egido and Lorenzo (1992)<\/a>.<\/p>\n\n\n\n<p id=\"P1490\">Fragaki and Markvart (2008)\u00a0developed a new sizing approach applied to stand-alone PV systems design, based on system configurations without shedding load. The investigation is based on a detailed study of the minimum storage requirement and an analysis of the sizing curves. The analysis revealed the importance of using daily series of measured solar radiation data instead of monthly average values.\u00a0Markvart et al. (2006)\u00a0presented the system sizing curve as superposition of contributions from individual climatic cycles of low daily solar radiation for a location southeast of England.<\/p>\n\n\n\n<p id=\"P1495\">Hontoria et al. (2005)\u00a0used an artificial neural network (ANN) (see\u00a0Chapter 11) to generate the sizing curve of stand-alone PV systems from\u00a0<em>C<\/em><sub>S<\/sub>, LLP, and daily clearness index.\u00a0Mellit et al. (2005)\u00a0also used an ANN architecture for estimating the sizing coefficients of stand-alone PV systems based on the synthetic and measured solar radiation data.<\/p>\n\n\n\n<p id=\"P1500\">Once the LLP curves are obtained, it is very simple to design both the capacity of the generator (<em>C<\/em><sub>A<\/sub>) and the accumulator capacity (<em>C<\/em><sub>S<\/sub>). Depending on the reliability needed for the PV system design, a specific value of the LLP is considered. For instance,\u00a0Table 9.6\u00a0shows some usual values for typical PV systems.<\/p>\n\n\n\n<p>Table 9.6<\/p>\n\n\n\n<p><a><\/a>Recommended LLP Values for Various Applications<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td>Application<\/td><td>LLP<\/td><\/tr><\/thead><tbody><tr><td>Domestic appliances<\/td><td>10<sup>\u22121<\/sup><\/td><\/tr><tr><td>Rural home lighting<\/td><td>10<sup>\u22122<\/sup><\/td><\/tr><tr><td>Telecommunications<\/td><td>10<sup>\u22124<\/sup><\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>The electrical power output from a PV panel depends on the incident radiation, the cell temperature, the solar incidence angle, and the load resistance. In this section, a method to design a PV system is presented and all these parameters are analyzed. Initially, a method to estimate the electrical load of an application is presented, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6694,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[706],"tags":[],"class_list":["post-6809","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-photovoltaic-systems"],"jetpack_featured_media_url":"https:\/\/workhouse.sweetdishy.com\/wp-content\/uploads\/2024\/11\/solar-panel_1612177.png","_links":{"self":[{"href":"https:\/\/workhouse.sweetdishy.com\/index.php\/wp-json\/wp\/v2\/posts\/6809","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/workhouse.sweetdishy.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/workhouse.sweetdishy.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/workhouse.sweetdishy.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/workhouse.sweetdishy.com\/index.php\/wp-json\/wp\/v2\/comments?post=6809"}],"version-history":[{"count":1,"href":"https:\/\/workhouse.sweetdishy.com\/index.php\/wp-json\/wp\/v2\/posts\/6809\/revisions"}],"predecessor-version":[{"id":6810,"href":"https:\/\/workhouse.sweetdishy.com\/index.php\/wp-json\/wp\/v2\/posts\/6809\/revisions\/6810"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/workhouse.sweetdishy.com\/index.php\/wp-json\/wp\/v2\/media\/6694"}],"wp:attachment":[{"href":"https:\/\/workhouse.sweetdishy.com\/index.php\/wp-json\/wp\/v2\/media?parent=6809"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/workhouse.sweetdishy.com\/index.php\/wp-json\/wp\/v2\/categories?post=6809"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/workhouse.sweetdishy.com\/index.php\/wp-json\/wp\/v2\/tags?post=6809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}