1 Dynamic Line Loading of Transmission Line: An Application Guideline Benjamin W. Allen, Member, IEEE, and Dr. P. K. Sen, Senior Member, IEEE Abstract-- Dynamic modeling approach to determine the II. STATIC LINE RATINGS transmission lines current carrying capacity is becoming a common approach in the industry. IEEE Std. 738 is based on static, worst-case temperature, wind, emissivity, air density, viscosity, and conductivity conditions and results often in conservative ratings. Dynamic line ratings take into account real-time weather data, conductor tension data, and ambient temperature to maximize the limit of current that can be pushed through a line. This is becoming increasingly important in today’s energy economy, as the existing electric power infrastructure is being utilized to its limit. Electric utilities are looking for innovative methods to increase the capacity of their power system without spending large amounts of capital. This paper will address this issue. A spreadsheet analysis and an interactive program is written to perform the calculations and make a comparison of various methods and provide the results in a graphical form. System operator can use this information in operating the system efficiently and reliably. Static current carrying capacity is the steady-state conductor ratings that are established through IEEE Std. 738 in the US and IEC Std. 60287 for use in most of the rest of the world. The conductor ratings established through the applications of these standards dictate the amount of energy that can be transmitted over a transmission line. These ratings are typically very conservative and assume near worst-case conditions. From historical data, wind speed averages across the US are consistently significantly above this [4], and it is likely that during a large portion of the year, most areas of the US experience temperatures below 78°F. The conservative values produced from traditional static ratings have brought forward the concept of dynamic line ratings. Index Terms— Dynamic Line Ratings, Transmission Line, Conductor Selection, Emergency Loading. III. WHAT ARE DYNAMIC LINE RATINGS? Dynamic line ratings differ from their static rating counterparts in that they are dynamic and can be adjusted on a minute-to-minute basis, as opposed to being a constant under any conditions. IV. ANALYSIS OF VARIABLES EFFECTING LINE RATINGS I. INTRODUCTION T ransmission line current carrying capacity is determined using the basic heat transfer equations. Under steady-state conditions, heat generated within a material (in this case, the conductor) is equal to the heat dissipated out of the material. With overhead conductors, heat is generated through resistive losses in the conductor (I 2R losses) and through the sun, while heat dissipation is depends on radiation and convection [1]. With heat transfer being in equilibrium, the conductor temperature remains unchanged. Under transient conditions, however, the conductor temperature is constantly changing. The rate at which this temperature change occurs is directly correlated to the mass and heat capacity of the conductor. According to the IEEE Std. 738, for transient periods less than one minute, the heat capacity of any steel in an ACSR conductor may be ignored. During transients lasting more than one minute, however, the heat capacity of the entire conductor (both steel and aluminum strands) must be considered [1]. B. W. Allen is with Colorado School of Mines, Golden, CO 80402 USA (e-mail: beallen@mines.edu). Dr. P. K. Sen is with Colorado School of Mines, Golden, CO 80402 USA (e-mail: psen@mines.edu). When calculating line ratings per the IEEE Std. 738, a number of variables are considered. These methods incorporate conductor characteristics, maximum allowable conductor temperature, wind speed, wind direction, transmission line orientation, ambient temperature, day of the year, time of the day, elevation, latitude, absorptivity, and emissivity. While all of these variables have an effect on the conductor rating, some variables have little influence, while other variables effect ratings greatly. This paper will perform the analysis of each variable and its degree of influence on the conductor rating or do a parametric evaluation. As an example, Figures below display the line ratings on July 1, vs. January 1. Steady-state variables used are shown in Table I. The base time used was 5:00pm, as this is typically during peak demand and allows for a realistic scenario for when a dynamic rating system could be implemented. TABLE I STEADY STATE VARIABLES ASSUMED IN ANALYSIS Variable Assumed Value Conductor 26/7 Drake, 795 kcmil AL Strand Diameter 0.1749 in. Steel Strand Diameter 0.1360 in. DC Resistance (25°C) 0.0214 Ω/1000ft. AC Resistance (75°C) 0.0263 Ω/1000ft. Conductor Diameter 1.108 in. 2 Maximum Operating Temp. Ambient Temperature (January) Ambient Temperature (July) Atmospheric Conditions Wind Speed and Direction Line Angle from N-S Solar Absorptivity (α) Emissivity (ε) Elevation Latitude Time 75°C 43.2°F (6.2°C) 88.2°F (31.2°C) Clear 2 ft/s at 45° 0° 0.5 0.5 5280 ft 39.78° 5:00 pm The values for all variables stated above are based on seasonal local conditions found in Denver, Colorado. As a basis of comparison, rated ampacity under these conditions for a Drake conductor on January 1 is 1,003.1 A and 754.9 A on July. A. Conductor Characteristics The most obvious and influential factor that determines the maximum ampacity of a transmission line is the conductor that is chosen. Overhead conductors are available in multiple types, sizes, and configurations. In overhead distribution, Aluminum Conductor Steel Reinforced (ACSR) cables are most commonly used. The physical characteristics of a conductor that effect rated ampacity include the resistance and diameter. In a transient state, the number and size of the aluminum and steel cords that make up the conductor determine the heat capacity of the conductor, which in turn determines the thermal time constant, τ. The thermal time constant determines the rate and time that it takes for the conductor to arrive at a new steady-state temperature when a step-change in current is experienced. only increases 7.3% (0.70 A/kcmil). Increasing from a 2156 kcmil Bluebird conductor to the 2312 kcmil Thrasher conductor results in an increase in area of 7.2%, but an increase in ampacity of only 3.2% (0.37 A/kcmil). This decrease in marginal return can be explained by skin effect and the use of a larger steel center which carries a higher resistance than aluminum. On a final note, the resistance of a conductor changes with temperature. An increase in temperature results in an increase in resistance. Since resistive power losses are a source of heat absorbed by the conductor steel and aluminum, a vicious cycle can form where an increase in temperature results in higher losses, which in turn further raise the temperature of the conductor. B. Maximum Allowable Temperature The maximum temperature of the overhead conductor is a major factor in the conductor’s rated ampacity. As seen in Figure 2, a 10°C increase in maximum temperature results in an ampacity of 1066.6 A in January (+5.9% over base case) and 846.7 A (+10.8%) in July. Figure 2: Effect of Maximum Rated Ampacity vs. Conductor Temperature Figure 1: Effect of Maximum Rated Ampacity vs. Conductor Size As the physical properties of a given conductor are constant and the conductor used in a given transmission line is not likely to be changed without significant expense, the conductor characteristics must be carefully chosen during the planning stages of a transmission line. It is important to note that the relationship between ampacity and conductor size is not linear. As an example, using the July case, upgrading a 4/0 Penguin conductor to a 336.4 kcmil Linnet conductor results in a 58.7% increase in area but only a 46.6% increase in ampacity. This equates to a gain of 1.475 A per kcmil. If upgrading from a 795 kcmil Drake conductor to a 900 kcmil Canary conductor, the area increases by 13.2%, but ampacity According to one manufacturer, overhead conductors can be pushed to a maximum temperature of 100°C for a total of 1500 hours over the life of the conductor [5]. Using 100°C as a conductor temperature, ampacities of 1151.2 A (+12.9%) and 962.5 A (+21.6%) are achieved in January and July, respectively. From this, it can be inferred that during emergency situations, transmission capacity is more effectively expanded during the winter months than during the summer months. C. Wind Speed Under base rating conditions, wind speed was assumed to be 2 ft/s (1.37 mph). During a situation where the wind is completely calm, rated ampacity is greatly reduced to 422.1 A (-44.1%) in January and 209.8 A (-72.2%) in July. It is important to note that the 2 ft/s wind speed used in the base case is low compared to normal averages. In Denver, wind speed averages 12.6 ft/s (8.6 mph) over the course of a year [4]. At this wind speed, rated ampacities are increased to 1593.5 A (+58.9%) and 1238.9 A (+65.1%) in January and July, respectively. 3 Figure 3: Effect of Rated Ampacity vs. Wind Speed When observing the correlation between the wind speed and rated ampacity as seen in Figure 3, it is observed that the marginal increase in ampacity for every mile per hour increase in wind speed diminishes greatly past 20 mph. This infers that the largest percent change in ampacity rating occurs during wind speeds between zero and 20 mph. After this point, it still produces a substantial yet lessened increase in rated ampacity. On a more interesting note, the Rural Utility Service (RUS) recommends that all transmission lines be designed to meet extreme wind conditions loading [6]. In Denver, extreme wind is considered to be 90 mph [6]. Under these conditions, rated ampacity would be increased to 3145.8 A (+213.6%) in January and to 2486.2 A (+229.3%) in July. From these observations, it is obvious that wind speed is very influential in the ampacity rating of an overhead conductor. D. Wind Direction Another variable related to wind that effects the rated ampacity of a conductor is the direction of the wind relative to the conductor. With the base rating assuming an angle of 45° between the conductor and wind, rated ampacity of the conductor was calculated to be 1003.1 A in January and 754.9 A in July. With an angle of 0° between the conductor and the wind (parallel to conductor), rated ampacity is 737.4 A (-26.5%) and 525.3 A (-30.4%) in January and July, respectively. When the wind is perpendicular to the conductor, rated ampacity increases to 1072.4 A (+6.9%) in January and 813.2 A (+7.7%) in July. Figure 4 shows the correlation between rated ampacity and wind angle from 0 to 90 degrees. Wind angle has a minor effect on rated ampacity between a wind angle of 45 and 90 degrees, but can have a significant effect between 0 and 45 degrees. Figure 4: Effect of Maximum Rated Ampacity vs. Wind Angle E. Orientation of Transmission Line The orientation of the transmission line is defined as the angle of the transmission line with respect to a North-South contour. A line running east-west (an angle of 90 degrees) carries a rated ampacity of 1035.6 A (+3.2%) in January and 805.0 A (+6.6%) in July. Figure 5 shows the rated ampacity as a function of line angle. Figure 5: Effect of Maximum Rated Ampacity vs. Line Angle Over the range of possible line angles, a small change in ampacity occurs. With relation to other variables, the line angle has a minimal effect on the rated ampacity of a conductor. It is interesting to note that the line angle has a greater maximum effect during the summer months. F. Ambient Temperature The ambient temperature of a location has an effect on multiple variables, including the convective heat transfer, radiated heat transfer, density of air, dynamic viscosity of air, and the thermal conductivity of air. Because of the importance of these variables, ambient temperature plays an important role in the rated ampacity of an overhead conductor. Figure 6 shows the relationship between ambient temperature and rated ampacity. Assuming a maximum conductor temperature of 176°F (75°C), there is a near-linear relationship between ambient temperature and rated ampacity between temperatures 4 of -40°F (-40°C) and 86°F (30°C). Additionally, at 59°F (15°C), a realistic temperature possibility through the year, rated ampacity of a conductor in July (905.0 A) is 3.3% less than in January (935.2 A). This shows that ambient temperature has approximately the same influence on rated conductor ampacity throughout the year. affects the solar azimuth, solar declination, and the effective angle of incidence of the sun’s rays. Figure 7: Effect of Maximum Rated Ampacity vs. Day of the Year Figure 6: Effect of Maximum Rated Ampacity vs. Ambient Temperature It is clearly seen that rated ampacity is typically lower in the summer months than during the winter months. If a summer temperature of 86°F (30°C) is experienced, rated ampacity of the Drake conductor would be 767.5 A. If an especially hot day of 104°F (40°C) occurs, the rated ampacity would be reduced to 657.2 A. This 10°C increase in temperature reduces the rated ampacity by 14.4%. This can be especially alarming as typical residential loading is driven by air conditioning units that would experience a higher coincidence factor during the hotter day. A higher coincidence factor results in more current in the overhead conductor which is already experiencing a reduced ampacity rating. In the winter months, the opposite effect occurs. Assuming a high temperature of 32°F (0°C) is expected, a Drake conductor would be rated for an ampacity of 1048.1 A. If the temperature were to drop to 14°F (-10°C), rated ampacity would be 1115.7 A, an increase of 6.5%. If residential and commercial heating was powered through electricity, a decrease in temperature would naturally have a positive effect on the conductor’s ability to handle an increased heating load. As a final comparison, assuming normal temperature extremes of -4°F (-20°C) and 104°F (40°C) in Denver, rated ampacities of the conductor would vary from 1154.7 A at -4°F to 657.2 A at 104°F, a decrease of 43.1% from the minimum temperature rating. Considering this, ambient temperature has a significant impact on the rated ampacity of a conductor throughout normal temperature extrema. G. Day of the Year Another important variable that can affect the ampacity rating of a conductor is the day of the year. Assuming an ambient temperature of 60°F occurring every day of the year, Figure 7 shows that the day of the year has a minimal effect by itself on the ampacity rating. In the summer months, rated ampacity at 60°F is 900.1 A, while in the rest of the year, rated ampacity is 930.7 A, a difference of 3.3%. The day of the year The assumption that the temperature is a constant 60°F throughout the year is unrealistic, however. To make a realistic analysis of rated conductor ampacity throughout the year, average daily temperature data was obtained from the National Weather Service for Denver, Colorado [7]. When average temperature is considered, the maximum rated ampacity of a Drake conductor occurs during December and January (43°F) and is 1004.0 A. Minimum rated ampacity occurs during mid-July (90°F) and is 745.4 A (-25.8%). Using the methods found in IEEE Standard 738 to calculate the ampacity rating of an overhead conductor, the variable related to the day of the year has a minimal effect on conductor ampacity (-3.3%) when considered alone. It is only when the average maximum ambient temperature is taken into account that they day of the year has a significant effect on the rated ampacity of a conductor (-25.8%). H. Time of the Day Throughout the course of the day, the position of the sun changes in the sky and affects the solar azimuth and the effective angle of incidence of the sun’s rays. Similar to the day of the year, the time of the day affects rated ampacity in a very similar, yet more pronounced pattern. During the winter months, rated ampacity is the highest of the day at 1050.8 A during the hours of 6pm and 6am, and is lowest during the hours of 8am to 4pm at 977.8 A (-6.9%). During the summer months, days are longer, shortening the period of maximum rated ampacity to the hours of 7pm to 5am. Interestingly, the period of minimum rated ampacity is slightly shortened to the hours of 8:30am to 3:30pm. Transition period between minimum and maximum is lengthened. In the summer, maximum rated ampacity is 849.8 A while the minimum is 728.1 A (-14.3%). An important observation from Figure 8 is that both the duration and change in ampacity is larger during the summer months. If a typical ambient temperature profile were included in conjunction with the time of day, the difference between the minimum and maximum would be increased. Again, this is the result of the heavy influence that ambient temperature has on the rated ampacity of an overhead conductor. 5 ampacity. As seen in Table II and Figure 9, elevation can reduce the rated ampacity of a conductor by as much as 16.1% in extreme cases, but more realistically reduces the rating by 0-3%. J. Latitude Latitude is another variable that does not affect a dynamic line rating but does effect the base rating, as latitude will remain constant once the transmission line has been constructed. Latitude has an effect on the altitude of the sun, solar azimuth, and the effective angle of incidence of the sun’s rays. As seen in Figure 10, latitude has a negligible effect on the rated conductor ampacity during July, but has an increasing effect on rated ampacity in January in the upper latitudes. Figure 8: Effect of Maximum Rated Ampacity vs. Time of Day I. Elevation In substations, it is typical to derate equipment based on the elevation of the substation. Table 4-10 in RUS Bulletin 1724E-300 dictates that equipment that is air cooled must be rated with a correction factor related to elevation [8]. A portion of this table is reproduced below for comparison, using 3300ft as a base elevation in July for the IEEE 738 values. TABLE II COMPARISON OF ELEVATION CORRECTION FACTORS Elevation RUS Factor [8] IEEE 738 0m (sea level) 1.000 1.040 1000m (3300 ft) 1.000 1.000 1800m (6000 ft) 0.985 0.970 3000m (10,000 ft) 0.960 0.927 4200m (14,000 ft) 0.935 0.888 6000m (20,000 ft) 0.900 0.839 An interesting comparison to make is between the RUS guide and IEEE Standard 738’s methods. IEEE Standard 738 is more conservative in the effect that elevation has on conductor ampacity. Figure 9: Effect of Maximum Rated Ampacity vs. Elevation Elevation is not relevant to dynamic line ratings as it does not change. It does, however, have a small effect on the rated Figure 10: Effect of Maximum Rated Ampacity vs. Latitude During July, the maximum rated conductor ampacity was 782.9 A at the equator. The minimum rated ampacity was 752.4 A at a latitude of 50° North. This equates to a 3.9% difference between the extrema during July. In January, the maximum rated conductor ampacity was 1050.7 A at the North Pole while the minimum rated ampacity was 993.9 A at the equator, a difference of 5.4%. It is interesting to note that during January, the ampacity extrema occur at different latitudes than the extrema in July. This is a result of the effect that latitude and time of year have on the altitude of the sun and solar azimuth variables. However, as latitude is dependent on the geographical location of the transmission line, it is something that need only be considered as a constant. K. Absorptivity and Emissivity Absorptivity is the ratio of the incident solar radiation absorbed by a body to the incident solar radiation directed at the body [9]. Emissivity is a ratio that represents a body’s ability to emit energy through radiation. A higher absorptivity value will cause the conductor to absorb more energy, thus reducing its rated ampacity, while a higher emissivity will allow the conductor to emit more energy, thus increasing its rated ampacity. Common values used when determining the rated ampacity of a conductor when absorptivity and emissivity are unknown are either 0.5 for both absorptivity and emissivity, or 0.9 for absorptivity and 0.7 for emissivity [1]. 6 Using base values of 0.5 for absorptivity and emissivity, rated ampacity is 1003.1 A in January and 755.0 A in July. Decreasing absorptivity to the minimum value 0.23 results in rated ampacities of 1027.0 A (+2.4%) and 805.3 A (+6.7%) in January and July, respectively. Increasing absorptivity to the maximum value of 0.91 decreases rated ampacities in January and July to 965.7 A (-3.7%) and 671.3 A (-11.0%), respectively. The percent changes in rated ampacity are greater in the July case than the January case. This infers that solar absorptivity is a more important variable in the summer than in the winter. This is due to the effect that the absorptivity has on the amount of heat energy absorbed by the conductor from the sun. If emissivity is decreased to 0.23, the minimum value, the rated ampacities of the conductor become 933.6 A (-6.9%) in January and 688.7 A (-8.9%) in July. With the maximum emissivity of 0.91, rating ampacities increase to 1100.3 A (+9.7%) and 845.7 A (+12.0%) in January and July, respectively. Figure 11: Effect of Maximum Rated Ampacity vs. Absorptivity and Emissivity The effect of absorptivity and emissivity is linear in nature, as seen in Figure 11. The slope of these lines is steeper during the summer months than in winter. It is important to note that absorptivity and emissivity of the conductor will increase over time and with atmospheric pollution, but does not happen quickly [1]. This may be over the course of many years, and because of this, absorptivity and emissivity should be treated as constants when implementing a dynamic rating system. V. REFERENCES [1] [2] [3] [4] [5] [6] IEEE Standard for Calculating the Current-Temperature of Bare Overhead Conductors, IEEE Standard 738-2006. Phoenix Cable http://www.phoenixwc.com/documents/Bare/ACSRAluminumConductorSteelReinforced.pdf. [Accessed: February 2012] Southwire Cable http://www.southwire.com/ProductCatalog/XTEInterfaceServlet?content Key=prodcatsheet21. [Accessed: February 2012] http://www.ncdc.noaa.gov/oa/climate/online/ccd/avgwind.html. [Accessed: February 2012] http://www.southwire.com/support/RevisingACSRCapacityAssumptions .htm. [Accessed: February 2012] Design Manual for High Voltage Transmission Lines, RUS Bulletin 1724E-200, May 2009. [7] [8] http://www.crh.noaa.gov/product.php?site=bou&product=rer&issuedby =bou. [Accessed: February 2012] Design Guide for Rural Substations, RUS Bulletin 1724E-300, June 2001. [Accessed: February 2012]