ContentsTable of ContentsTab Title (w/ link to sheet)Worksheet Description/FunctionTitleCredits and DisclaimerInstructionsInformation on maintenance and use of the analysis model.AnalysisData input tab, with all calculations for data analysis. User inputs site,logger, and analysis requirements. All calculations and output data for charts are displayed on this tab.Summary ReportPrintable sheet provides a summary of analysis. Includes wind rose, diurnal,power curve, and frequency distribution graphs.Wind TurbinesTables that list wind turbine models and power output ratings by manufacturer.Power CurvesList of calculated power curves from manufacturer's data, or a user-defined curve.Monthly Wind Variation GraphGraph showing the windspeed pattern for a single month, as chosen by the user.Data TablesInput tables that defines lists used in the model, such as data logger types, tower heights,and timestamp increments.

InstructionsWind TurbinesPower CurvesAnalysisSummary ReportTitleMonthly Wind Variation GraphData Tables

TitleExcel Wind Data Analysis, v2Back to ContentsPrepared by: Matthew West - Idaho National Engineering and Environmental Laboratory, 2003, 2004; Idaho National Laboratory, 2005, 2006 - Spring/Summer Fellowship ProgramsWith help from: Gary Seifert, Kurt Myers--INLThis spreadsheet is provided by the INL strictly as an educational tool, free to use by the general public, to promote and further the understanding and development of wind energy. The program may be downloaded for personal or professional use as necessary. Any misuse of the software is not the responsibility of the INL.Power curves provided were obtained directly from the manufacturers. Data is subject to change; please contact the turbine manufacturers for more information.For questions, contact:Gary SeifertKurt Myers(208) 526-9522(208) 526-5022sei@inl.govmyerks@inl.govWebsite:www.inl.gov/wind/

www.inl.gov/wind/Back to Contents

InstructionsThis sheet contains instructions for model usage, as well as for modifying/adding additional information (power curves, etc.)Back to ContentsAssumptions1. This model will only handle wind speed, standard deviation, and wind direction data from one instrument position at a time (some data loggers can collect data from multiple wind vanes and anemometers on the same data tower simultaneously).Model Usage InstructionsNOTES:1. To reduce model calculation time, set the worksheet to manual calculation. To do this, push the button at right,or select Tools>>Options, and then pick Manual from the Calculation tab shown.2. Comments have been placed in certain cells within the spreadsheet to provide tips and helpful information. To view, simply place the mouse arrow over one of the cells with the red flag in the corner.3. Wind Rose Graph Data displayed on Analysis tab can be cleared by pushing the button to the right of the table. This button is available to reduce file size when saving.4. Information from Analysis tab is summarized and displayed on the Summary Report tab. This worksheet has been pre-formatted for printing.5. If worksheets do not look right, adjust the zoom by selecting View>>Zoom>>[x]% from the main toolbar.6. Cells are color-coded by function as follows:= Labels= User Input Required= Calculations, No User InputData InputGetting Started1. Select File>>Save As from the toolbar at the top of the screen. Enter a desired name (for instruction purposes, I will call it My_Excel, but site name or number and date is suggested to create a unique file), and save in a location where it can be easily retrieved.2. Click on Analysis worksheet, if not already there.Obtaining Sample Data File1. Data collected by the INL can be viewed by visiting the INL-Wind Powering America Support website at http://www.inl.gov/wind/idaho/. Scroll down to the map of Idaho and click on a desired site, displayed as dots on the map.2. You will be directed to a brief site summary. Scroll down until you see a link that says comma delimited files, and click on this link.3. To download one of the data files: Click on one of the filenames, and a window should appear asking to open the file or save it to your computer. If it does not, Right-click on the filename and select Save Target As. Click the drop-down arrow next to the Save In: label and select Desktop. Click Save to save the file to the desktop. Return to Microsoft Excel, and click on File>>Open or on the Open button on the toolbar. Browse to the desktop, and if the filename is not listed, select the drop-down arrow next to the Files of type: label and select All Files (*.*). Select the filename and click Open. Select Delimited and click Next, then check the box next to Comma and click Finish. The file should now be opened correctly in Excel.4. Return to My_Excel file.Entering Wind Data1. Push button labeled "Clear Data" at the top of the Analysis tab, clearing logger data. If running program for the first time, data will not be present for clearing.2. Open data file (.n## or .xls format) and select the first row of data under Speed, Standard Deviation, and Direction headings.3. Select data using one of the following: Scroll page to the bottom of the data, hold down Shift key, and select the last entry in Direction column, or Hold Ctrl, Shift, and Down arrow on keyboard.4. Copy data using one of the following: Right-click mouse, select Copy, or Select Edit>>Copy under toolbar at top of screen, or Hold Ctrl+C on keyboard.5. Return to My_Excel file, Analysis worksheet, and select Cell B13 (or first cell under appropriate header column).6. Paste data using one of the following: Right-click mouse, select Paste, or Select Edit>>Paste under toolbar at top of screen, or Hold Ctrl+V on keyboard. Data should now be displayed in columns B-D.Entering Site Information and Analysis Preferences1. On Analysis tab, enter site information into cells B1 through B8 as follows: Cell B1-B3: Provide a site number for the site (useful if data is collected from multiple locations), site name, and brief site description. This information is not required for data analysis, but allows for a uniquely identifiable file, and will be reported on the summary report. Cell B4: Enter site elevation. This value is used to calculate air density. Cell B5: Pick appropriate data tower height from the list (drop-down selection arrow appears when cell is selected). If tower height is not listed, refer to the Modification Instructions - Data Tables Tab procedure on this sheet. Cell B6: Enter offset direction for the wind vane, required if wind vane is positioned in a direction other than true north. Cell B7-B8: Press the button labeled "Insert Start and Stop Times" to insert the first and last timestamps for the data. These numbers will allow the time stamps to be inserted correctly into column A. (This can also be done manually, but must maintain the correct format).2. Choose data analysis preferences in cells E1 through E7 as follows: Cell E1: Select box to include all data points with "0 mph" average wind speed into calculations, or if patching is used to replace such points. Otherwise, all calculations will exclude these points. Cell E2: Select the data logger used for collection from the list. If logger is not available, refer to Modification Instructions - Data Tables Tab. Cell E3: Select the month to display the wind variation (all data points) on the Monthly Wind Variation Graph tab. Data must include at least one data point from the selected month, or an error will occur. Cells E4-E5: Select wind turbine manufacturer and model from the lists. The selected model will be used to estimate power output and capacity factor. If manufacturer/model is not available, or if you wish specify a User Input model, to refer to Modification Instructions - Wind Turbines Tab and Power Curves Tab procedures. Cell E6: Enter the estimated wind shear value for the site (if known). If unknown, leave the default value (1/7) in this cell. Cell E7: Select the time stamp increment value from the list. If this value is not listed, refer toModification Instructions - Data Tables.3. Enter a desired scale height (optional) into cell J24. Estimated power output and capacity factor will be calculated at this height in addition to the actual height.Running Calculations1. Click on button labeled "Insert Time Stamps." This will place values beginning with the entered start time through the stop time, at equal intervals as determined by the selected time stamp increment.2. Click on button labeled "Calculate Cells." This may take several seconds to finish, depending on your computer's processing speed, and the amount of data being analyzed.Patching DataIn some cases, wind data files may contain bad data, that is, data with "0 mph" average wind speeds. This may occur when an anemometer becomes iced during the winter, for instance. It may be desired to perform analysis without taking this data into account. Use the following to patch:1. An Auto-filter has been place on the Analysis tab (Row 12) with the purpose of filtering all data with "0 mph" average wind speed for patching purposes. To use, click on the arrow on the lower right hand corner of the Average Speed column header cell. Select the desired value, and only cells containing this value will appear in the column.2. Simply replace the "0 mph" data with an alternate value as desired.3. When the "Calculate Cells" button is pushed, rows with "0 mph" data will be highlighted pink so that they can be easily located. Also, these values will be plotted on a red line on the Monthly Wind Variation Graph, so that the user can easily tell where large sections of "bad data" may appear.4. As mentioned previously, to simply exclude "bad data" in calculations, un-check the box in cell E1.Modification InstructionsNOTES:1. Modification of the model and/or additional data is added on the Wind Turbines, Power Curves, and Data Tables tabs. These tabs contain lists, in which the user can simply expand by adding to the GREEN user input cells.2. In the case where additional rows or columns are needed, the worksheets must be unprotected before they can be modified. To do this, click on the button at right, or select Tools>>Protection>>Unprotect Sheet from the toolbar. Protect sheets in the same manner when completed to ensure that model structure cannot be modifiedunintentionally: Press the button at right, or select Tools>>Protection>>Protect Sheet, and pick OK from themenu that appears.Wind Turbines TabAdding a Turbine Model Under a Listed Manufacturer.1. Move the worksheet to the right until you locate the turbine manufacturer to which you intend to add the new model.2. Simply type in the model name and rated output (usually the maximum capacity of the turbine, provided by the manufacturer) in the next row of their respected columns in the manufacturer's list.3. Refer to Power Curves Tab section of these instructions for adding the power curve data for the new turbine into the spreadsheet.Adding a New Turbine Manufacturer.To add a new turbine manufacturer, follow these instructions:Prepare a space for the new manufacturer list1. Scroll to the far right until you arrive at the last manufacturer list.2. Highlight the two columns containing the last manufacturer list by clicking-and-dragging over the lettered column headings.3. Copy the columns (Press CTRL+C or Right-click and select Copy).4. Select the column for the next manufacturer list (usually, this is two columns to the right of the last manufacturer list).5. Right-click, and pick "Insert Copied Cells...". These cells will contain the old manufacturer's list and data.6. Highlight the green-shaded copied cells and delete the contents.7. Delete the manufacturer's name (Right-click and select Clear Contents) in the new cells, and type in the new name (To modify hyperlink, right-click and select Hyperlink>>Edit Hyperlink, and then change the web-page name, if known, or select Remove Link button). The manufacturer's name cannot include special characters.Turbine Selection Table8. Scroll right until you find the "Turbine Selection Table". This table is usually located approximately two columns to the right of the manufacturer list.9. Add the new manufacturer name into the next available row in the Manufacturer column.10. Add the column letters of the first and last columns for the new manufacturer into the appropriate columns in the Turbine Selection table. Push Shift+F9 to calculate the worksheet.Define Manufacturer List Names11. Leave the Turbine Selection Table, and select the cell immediately beneath the manufacturer's name, where the first model in this category will go.12. Click Insert>>Name>>Define from the menu bar.13. Under the "Names for workbook" field, type the new manufacturer's name (matching the name used for the list) using underscores ("_") instead of spaces. Example: For a turbine manufacturer named "GE Wind", the name you would type in would be "GE_Wind".14. Click "OK".15. Select the column containing the yellow-shaded manufacturer's name by clicking on the lettered column heading.16. Click Insert>>Name>>Define to bring up the "Name" box again.17. Under the "Names for workbook" field, type the new manufacturer's name as before (using underscores rather than spaces), but this time add "_col" to the end. Example: "GE_Wind_col".18. Click "OK".19. Click Insert>>Name>>Define to bring up the "Define Name" list box. You should now see two names referring to the new manufacturer: one with the new manufacturer's name defining the cell just beneath the yellow-shaded name, the other with the "{name}_col" defining the column containing the name. If you do not see these two names, refer back to steps 11-19.Add new models20. Fill in the new models with their rated power outputs in the appropriate fields.Editing a Turbine Manufacturer's Name.To edit a turbine manufacturer's name,1. Edit the name in the yellow-shaded cell in the manufacturer's list.2. Edit the name in the Turbine Selection Table.3. Select the first model in the list, directly beneath the manufacturer's name.4. Follow steps 12-20 in the "Adding a new turbine manufacturer" procedure above with the new manufacturer's name.5. Click Insert>>Name>>Define to bring up the "Name" box.6. Select the Name corresponding to the former manufacturer's name, then press "Delete".7. Select the "{former manufacturer}_col" name, then "Delete".Deleting a Turbine Manufacturer List.To delete a material category,1. Select the green-shaded cell in the Turbine Selection Table associated with the manufacturer's name.2. Press the "Delete" button on your keyboard.3. Click Insert>>Name>>Define to bring up the "Name" box.4. Select each of the Names associated with the manufacturer (the "{manufacturer}" and "{manufacturer}_col" names) and press the "Delete" button in the "Name" box.5. Select the two columns containing the manufacturer's list (with the yellow-shaded headings and green-shaded model cells by clicking and dragging over the column headings.6. Right-click with the mouse and select "Delete".7. In the Turbine Selection Table, double-check that the first and last columns for all manufacturer lists are correct, and adjust as necessary.Editing the User-Define Model ListThis list is designed to hold only one model at a time. If the model is to be used repeatedly, or multiple models from the same manufacturer are desired to input, it is suggested that the user refer to the "Adding a new turbine manufacturer" procedure above.1. Edit the name in the yellow-shaded cell in the User Input list.2. Insert the model name and power output rating in their respected cells.3. Refer to Power Curves Tab section of these instructions for adding the power curve data for the User Input turbine into the spreadsheet. Entered names will be reflected in Column E of the Power Curves tab. There is no need to make adjustments to the Turbine Selection Table for this.Power Curves TabAdding Power Curve Data for a User Input Turbine1. Select wind speed units, wind speed increment, and power units from the User Input - Manufacturer's Power Curve Definition Table. These are determined by the power curve information provided by the manufacturer.2. Enter the Cut-In speed and Cut-Out speed into the designated cells in the User Input - Manufacturer's Power Curve Definition Table. If values are not provided by the manufacturer, enter the minimum and maximum wind speeds at which the turbine generates output.3. In the Manufacturer's Power Curve Table, enter the turbine's power output (as provided by the manufacturer) corresponding to the given wind speed in each row. If no output is provided for any of the speeds, enter 0.4. Push the "Calculate User-Input Curve" button. The resulting power curve, with power output calculated every 0.1 mph by linear interpolation, will be generated in Column E of the worksheet.5. To estimate the power output using this power curve, select "User Defined" in Cell E4 of the Analysis tab, as the turbine manufacturer, and select the model name in Cell E5.Adding New Power Curve Data for Permanent Use1. Refer to the Modification Instructions - Wind Turbines Tab procedure to add a new turbine manufacturer and new turbine model.2. Refer to the above procedure for adding power curve data for a user input turbine.3. Scroll to the right until you find the name of the turbine manufacturer under which you would like to enter a new turbine model and power curve. If the name is not included, scroll to the last empty column on the worksheet.4. Highlight the column you want to be located to the right of the new model by selecting the column header. Right-click and select Insert.5. Unprotect the worksheet. Select Column E (containing the generated user-input power curve). Right-click and select Copy.6. Select the column header of the newly-inserted column. Right-click and select Paste Special>>Values from the list that appears.7. Change the turbine manufacturer name and turbine model name (if necessary) in the first two rows of the new column, respectively, making sure that the names match those recorded in the Wind Turbines tab.Data Tables TabAdding Information into Designated Tables1. Data can simply be entered into green-shaded cells in the desired tables.2. If more rows are required in a table, select the last row of the table and drag cells downward from the bottom-right corner of the selected cells.

Change to Manual CalculationUnprotect WorksheetsProtect WorksheetsBack to Contents

AnalysisSite Number0389Check box to analyze data as is or with patching. To analyze excluding data points at 0 mph, uncheck.Hot Springs (Apr - Sep, 2009)Diurnal VariationFrequency DistributionUnrolled Wind RoseLineOuter CircleInner CircleTimeEnergySite NameHot SpringsData Logger Type9200Hour of DayAverage Wind Speed [mph]Average Standard DeviationAverage Wind Direction [degrees]Positive Average Standard DeviationNegative Average Standard DeviationAverage Wind Speed Bin [mph]HoursRelative Frequency [%]Estimated Energy [kWh]Wind Direction Bins% of Total Time in Bin% of Total Wind Energy in BinxyxyxyxyxyLocation DescriptionMountain Home, IDMonth To GraphSeptemberDays in File147.12113.001.36213.5714.3611.640.016.670.47%0.0022.51.91%0.62%0.01950903220.09807852800.800.10.01950903220.0980785280.05555702330.0831469612Elevation [ft]3296Turbine ManufacturerGE0Hours in File3530.83212.781.31213.5114.0811.471.055.71.58%0.00451.16%0.32%0.15607225760.78462822430.00698122840.79996953850.00087265350.09999619230.02323693120.11681994210.05901952630.0883289632Sensor/Tower Height [m]40= 131 ftTurbine Model (Power Curve)GE 1.5 SL, 77m rotorSeptember Wind Variance312.521.29194.5813.8111.232.064.71.83%0.0067.51.76%0.56%0.05555702330.08314696120.01396192510.79987815610.00174524060.09998476950.02349173730.1167689690.05882668210.0884575135Wind Vane Offset [degrees]Wind Shear Estimate0.1429Average Wind Speed [mph]13.48413.011.28194.3214.2911.733.081.32.30%0.00903.99%3.32%0.44445618640.66517568980.02094155860.799725860.00261769480.09996573250.01972295980.09803573260.05537549270.08326796994/1/09 0:00Program Use Only!Time Stamp Increment [min]10Average Wind Direction [degrees]218.51513.091.32189.3014.4111.774.0113.23.21%0.00112.512.50%12.33%0.08314696120.05555702330.02791959740.79951266160.00348994970.09993908270.01993679340.09799247050.05519369850.08338858229/1/09 0:00Program Use Only!612.791.29188.4114.0811.505.0140.73.98%0.0013514.74%9.80%0.66517568980.44445618640.03489550990.79923857730.00436193870.09990482220.02374643160.11671744010.05863355790.0885856428Back to ContentsMaximum Wind Speed [mph]55.9713.081.31184.9914.4011.776.0163.74.64%0.00157.54.69%0.96%0.0980785280.01950903220.0418687650.79890362780.00523359560.09986295350.02400101280.11666535570.05844015460.0887133504Maximum Wind Speed Time8/6/09 16:10812.451.34189.0313.7911.117.0170.34.82%0.001802.17%0.17%0.78462822430.15607225760.04883883160.79850783870.0061048540.09981347980.02015053220.0979487420.05501164170.0835087976Raw Header:911.991.59190.6713.5810.408.0174.04.93%3514.17202.51.31%0.15%0.098078528-0.01950903220.0558051790.79805124020.00697564740.0997564050.02036417510.09790454720.0548293230.0836286156Time StampAverage SpeedStandard DeviationAverage DirectionDirection OffsetTotal # of Data Points220331012.391.73192.1414.1210.669.0169.34.80%8036.322251.63%0.53%0.7846282243-0.15607225760.06276727660.7975338670.00784590960.09969173340.02425547980.1166127160.05824647320.08884063594/1/09 0:0035.23315N/A# of Data Points with 0 mph Average Windspeed7861113.242.02201.2015.2611.2210.0191.85.43%15437.23247.52.53%1.00%0.0831469612-0.05555702330.06972459420.79695575850.00871557430.09961946980.02450983140.11655952130.05805251450.08896749844/1/09 0:1033.22.5315% of data at 0 mph3.57%1213.352.25213.1015.6111.1011.0200.75.68%24471.702704.26%1.75%0.6651756898-0.44445618640.0766766020.79631695870.00958457530.09953961980.02057772110.09785988660.05464674330.08374803554/1/09 0:2033.22.1316# of Data Points with blank data621313.492.52225.6016.0110.9712.0205.35.82%35020.39292.511.00%11.94%0.0555570233-0.08314696120.08362277060.79561751630.01045284630.09945218950.02079116910.09781476010.05446390350.08386705684/1/09 0:3032.72.2317% of blank data0.28%1413.302.69233.8715.9910.6013.0194.85.52%43774.0331522.40%41.23%0.4444561864-0.66517568980.0905625710.79485748450.01132032140.09935718560.02476406630.11650577180.05785827950.08909393754/1/09 0:4031.22.33161513.472.85246.6316.3310.6214.0181.75.15%52757.58337.59.85%13.08%0.0195090322-0.0980785280.09749547470.79403692130.01218693430.09925461520.02501818330.11645146780.05766376920.08921995264/1/09 0:5029.92314Power Curve Used for CalculationsGE 1.5 SL, 77m rotor1614.072.84253.8316.9111.2315.0157.34.46%56860.673604.09%2.23%0.1560722576-0.78462822430.10442095380.79315588910.01305261920.09914448610.02100451810.0977691680.05428080450.08398567894/1/09 1:0030.72.3309Turbine Rating [kW]15001714.752.82256.1817.5611.9316.0161.54.57%71608.77-0.0195090322-0.0980785280.11133848080.7922144550.01391731010.09902680690.02121776720.09772311060.05409744710.08410390134/1/09 1:1031.72.7312Capacity Factor0.26861815.232.77265.1418.0012.4517.0152.74.32%82482.09-0.1560722576-0.78462822430.11824752890.79121269070.01478094110.09890158630.02527218120.11639660950.05746898440.0893455434/1/09 1:2034.52.1312Capacity Factor at Scaled Height0.00001915.302.39267.2217.6912.9018.0127.33.61%83027.08-0.0555570233-0.08314696120.1251475720.79015067250.01564344650.09876883410.02552605890.11634119720.0572739260.08947070814/1/09 1:3034.72.33122014.721.96262.5516.6812.7619.0117.03.31%91218.30-0.4444561864-0.66517568980.13203808470.78902848120.01650476060.09862856020.02143091530.09767658810.05391383230.08422172344/1/09 1:4032.52.3314Tower Height [m]402114.711.54246.1616.2413.1720.0108.53.07%98278.46-0.0831469612-0.05555702330.13891854210.78784620240.01736481780.09848077530.02164396140.09762960070.05372996080.08433914464/1/09 1:5033.82.2314Scale to Height [m]2214.101.44215.6015.5412.6621.094.02.66%96405.51-0.6651756898-0.44445618640.14578842040.78660392610.01822355250.09832549080.02577981510.11628523110.05707859510.08959544744/1/09 2:0033.32.23132313.611.44204.7215.0512.1722.079.22.24%90073.94-0.098078528-0.01950903220.15264719630.78530174680.01908089950.09816271830.02603344850.11622871160.05688299240.08971976034/1/09 2:1030.92.6311Calculated Air Density Rating [kg/m^3]1.1012413.201.38202.6514.5911.8223.074.52.11%91979.50-0.7846282243-0.15607225760.15949434750.78393976370.01993679340.09799247050.02185690450.09758214860.05354583360.08445616444/1/09 2:2031.82.3315Scaled Air Density Rating [kg/m^3]1.10624.050.31.43%66270.39-0.0980785280.01950903220.16632935270.78251808060.02079116910.09781476010.02206974350.09753423210.05336145160.08457278224/1/09 2:3033.91.931525.049.01.39%67321.47-0.78462822430.15607225760.17315169120.78103680570.02164396140.09762960070.02628695810.11617163880.05668711910.08984364614/1/09 2:4035.32.3315Estimated Energy Output [kWh]1422437.66Analysis!$B$220452204526.039.81.13%56216.15-0.08314696120.05555702330.17996084350.77949605180.02249510540.09743700650.02654034250.11611401320.05649097590.08996710434/1/09 2:5038.22.1315Derated Output due to Air Density [kWh]1278669.21Analysis!$B$220452204527.034.50.98%49668.05-0.66517568980.44445618640.18675629110.77789593630.02334453640.0972369920.02228247750.09748585130.05317681560.08468899744/1/09 3:0037.72.431428.025.50.72%37286.86-0.05555702330.08314696120.19353751650.7762365810.02419218960.09702957260.02249510540.09743700650.05299192640.08480480964/1/09 3:1036.72.3317Scaled Energy Output [kWh]0.0029.023.30.66%34493.21-0.44445618640.66517568980.20030400320.77451811230.02503800040.0968147640.02679360070.11605583480.05629456380.09009013434/1/09 3:2037.52.3319Derated Scaled Energy Output [kWh]0.0030.024.50.69%36427.70-0.01950903220.0980785280.20705523610.7727406610.02588190450.09659258260.02704673120.11599710410.05609788380.09021273554/1/09 3:3039.52.332031.018.80.53%28103.73-0.15607225760.78462822430.21379070090.77090436260.02672383760.09636304530.02270762630.09738769790.05280678510.08492021824/1/09 3:4038.42.1321Row Containing Last Entry2204532.018.30.52%27454.360.22050988470.76900935680.02756373560.09612616960.02292003910.09733792580.05262139240.08503522254/1/09 3:5034.72.232333.011.80.34%17750.000.22721227580.76705578790.02840153450.09588197350.02729973310.11593782130.05590093680.09033490734/1/09 4:0032.42.632034.08.80.25%13250.000.23389736380.76504380480.02923717050.09563047560.0275526050.11587798670.05570372380.09045664924/1/09 4:1032231835.07.00.20%10500.000.24056463960.76297356060.030070580.09537169510.02313234280.09728769050.05243574920.08514982214/1/09 4:2031.52.731936.06.50.18%9750.000.24721359550.7608452130.03090169940.09510565160.02334453640.0972369920.05224985650.08526401644/1/09 4:3033.52.432037.05.20.15%7750.000.25384372510.75865892420.03173046560.09483236550.02780534580.11581760050.05550624560.09057796054/1/09 4:4032.82.731938.03.20.09%4750.000.26045452360.75641486050.03255681540.09455185760.02805795420.11575666310.05530850320.09069884064/1/09 4:5033.32.131839.01.20.03%1750.000.26704548740.75411319290.03338068590.09426414910.02355661890.09718583080.0520637150.08537780494/1/09 5:00341.931740.01.20.03%1750.000.27361611470.75175409660.03420201430.09396926210.02376858920.0971342070.05187732580.08549118714/1/09 5:1034.92.231941.01.00.03%1500.000.2801659050.74933775140.03502073810.09366721890.02831042910.11569517470.05511049750.09081928914/1/09 5:2034.92.131842.00.70.02%1000.000.28669435960.74686434120.0358367950.09335804260.02856276930.11563313560.05491222960.09093930544/1/09 5:3034.42.131643.00.30.01%500.000.29320098140.74433405440.03665012270.09304175680.02398044650.09708212080.05169068970.08560416234/1/09 5:4034.42.331444.01.00.03%1500.000.29968527470.74174708370.03746065930.09271838550.02419218960.09702957260.05150380750.08571673014/1/09 5:5035.3231245.00.50.01%750.000.30614674590.7391036260.03826834320.09238795330.02881497350.11557054620.05471370030.09105888874/1/09 6:00342.331046.00.20.00%250.000.31258490280.73640388280.03907311280.09205048530.02906704050.11550740670.05451491050.09117803874/1/09 6:1032.62.130747.00.70.02%1000.000.31899925510.73364805950.03987490690.09170600740.02440381750.09697656260.05131668020.08582888994/1/09 6:2033.92.130848.00.30.01%500.000.32538931450.73083636610.04067366430.09135454580.02461532930.0969230910.05112930860.08594064124/1/09 6:3032.72.130649.00.00.00%0.000.33175459410.72796901670.04146932430.09099612710.02931896920.11544371740.05431586130.09129675474/1/09 6:4027.61.630050.00.20.00%0.000.33809460940.72504622960.04226182620.09063077870.02957075840.11537947860.05411655360.09141503624/1/09 6:5027.52.230151.00.00.00%0.000.34440887740.72206822750.04305110970.09025852840.02482672390.0968691580.05094169370.08605198344/1/09 7:0025.91.730252.00.20.00%0.000.35069691740.7190352370.04383711470.08987940460.02503800040.0968147640.05075383630.0861629164/1/09 7:1024.31.629853.00.50.01%0.000.35695825050.71594748930.04461978130.08949343620.02982240680.11531469070.05391698830.09153288264/1/09 7:2027.31.829854.00.20.00%0.000.36319239980.71280521940.045399050.08910065240.03007391320.11524935390.05371716640.09165029324/1/09 7:30292.130155.00.00.00%0.000.36939889060.70960866650.04617486130.08870108330.02524915770.09675990920.05056573730.08627343864/1/09 7:4031.81.830656.00.30.01%0.000.37557725020.70635807430.04694715630.08829475930.02546019480.09670459390.05037739770.08638355054/1/09 7:5031.91.830657.00.00.00%0.000.38172700820.70305369010.0477158760.08788171130.03032527650.11518346860.05351708880.09176726774/1/09 8:0035.3230958.00.00.00%0.000.38784769620.69969576570.0484809620.08746197070.03057649550.11511703510.05331675650.09188380544/1/09 8:1035.72.431059.00.00.00%0.000.39393884810.69628455680.0492423560.08703556960.02567111080.09664881830.05018881830.08649325134/1/09 8:20332.630960.00.00.00%0.000.40.6928203230.050.08660254040.02588190450.09659258260.050.08660254044/1/09 8:3029.73.93070.40603069040.68930332840.05075383630.0861629160.03082756890.11505005360.05311617040.09199990584/1/09 8:4026.73.43060.41203045990.68573384060.05150380750.08571673010.03107849570.11498252450.05291533150.09211556824/1/09 8:5023.52.53030.41799885180.68211213150.05224985650.08526401640.02609257510.09653588720.04981094370.08671141734/1/09 9:0026.72.33050.42393541140.67843847690.05299192640.08480480960.02630312140.09647873240.04962165040.08681988144/1/09 9:1029.72.13130.42983968670.67471315670.05372996080.08433914460.03132927450.11491444820.05271424070.09223079234/1/09 9:2030.21.73130.4357112280.67093645440.05446390350.08386705680.03157990410.11484582490.0525128990.09234557734/1/09 9:3026.72.83090.44154958820.66710865770.05519369850.08338858220.02651354260.09642111830.04943212080.08692793244/1/09 9:4026.12.53080.44735432280.6632300580.05591929030.08290375730.02672383760.09636304530.0492423560.08703556964/1/09 9:5027.52.53030.45312498950.65930095090.05664062370.08241261890.03183038350.1147766550.05231130740.09245992284/1/09 10:0027.72.13020.45886114910.65532163540.05735764360.08191520440.03208071140.11470693870.05210946680.09257382834/1/09 10:1026.22.73050.46456236460.65129241470.05807029560.08141155180.02693400540.09630451370.04905235680.08714279254/1/09 10:2025.52.73060.47022820180.64721359550.05877852520.08090169940.0271440450.09624552360.04886212410.08724960074/1/09 10:3025.52.53040.47585822940.64308548850.05948227870.08038568610.03233088650.11463667660.05190737820.09268729314/1/09 10:4025.62.62970.48145201850.6389084080.06018150230.0798635510.03258090780.11456586870.05170504250.09280031684/1/09 10:5025.12.33000.48700914320.63468267220.06087614290.0793353340.02735395540.09618607550.04867165890.08735599364/1/09 11:0022.42.33110.49252918030.63040860290.06156614750.07880107540.02756373560.09612616960.0484809620.08746197074/1/09 11:1023.73.22990.49801170930.62608652550.06225146370.07826081570.03283077410.11449451560.05150246080.09291289874/1/09 11:2025.62.23030.50345631280.62171676920.06293203910.07771459610.0330804840.11442261760.05129963390.09302503854/1/09 11:3025.52.83030.50886257620.61729966670.0636078220.07716245830.02777338460.09606580610.04829003440.08756753154/1/09 11:4022.52.53090.51423008770.61283555450.0642787610.07660444430.02798290140.09600498540.04809887690.08767267564/1/09 11:5023.22.73070.51955843870.60832477250.06494480480.07604059660.03333003650.11435017490.05109656280.09313673544/1/09 12:00252.13080.52484722320.60376766420.06560590290.0754709580.03357943040.1142771880.05089324850.09324798914/1/09 12:10242.33170.53009603860.59916457660.06626200480.07489557210.0281922850.09594370780.04790749050.08777740234/1/09 12:2024.22.62990.53530448510.59451586040.06691306060.07431448250.02840153450.09588197350.0477158760.08788171134/1/09 12:3024.12.63160.54047216610.58982186940.06755902080.07372773370.03382866440.11420365710.0506896920.09335879894/1/09 12:4025.82.53210.5455986880.58508296130.0681998360.07313537020.03407773740.11412958270.05048589420.09346916444/1/09 12:5024.12.13120.55068366060.58029949680.06883545760.07253743710.02861064870.09581978280.04752403450.08798560194/1/09 13:0023.833130.55572669640.57547184030.0694658370.071933980.02881962680.09575713610.04733196670.08808907384/1/09 13:1023.93.23120.56072741140.57060035930.07009092640.07132504490.03432664830.11405496510.05028185620.0935790854/1/09 13:2024.61.93010.56568542490.56568542490.07071067810.07071067810.03457539570.11397980460.05007757880.09368856024/1/09 13:3023.12.63090.57060035930.56072741140.07132504490.07009092640.02902846770.09569403360.04713967370.08819212644/1/09 13:4024.52.43180.57547184030.55572669640.071933980.0694658370.02923717050.09563047560.04694715630.08829475934/1/09 13:5022.82.63100.58029949680.55068366060.07253743710.06883545760.03482397860.11390410160.0498730630.09379758954/1/09 14:0022.72.83080.58508296130.5455986880.07313537020.0681998360.03507239570.11382785640.04966830990.09390617244/1/09 14:1023.82.83140.58982186940.54047216610.07372773370.06755902080.02944573410.09556646250.04675441540.08839697194/1/09 14:2021.533100.59451586040.53530448510.07431448250.06691306060.02965415750.09550199440.0465614520.08849876374/1/09 14:3023.53.13160.59916457660.53009603860.07489557210.06626200480.03532064590.11375106950.04946332040.09401430824/1/09 14:4023.92.43200.60376766420.52484722320.0754709580.06560590290.0355687280.11367374110.04925809540.09412199664/1/09 14:5023.12.43170.60832477250.51955843870.07604059660.06494480480.02986243980.09543707190.0463682670.08860013444/1/09 15:0022.33.73100.61283555450.51423008770.07660444430.0642787610.030070580.09537169510.04617486130.08870108334/1/09 15:1022.62.33180.61729966670.50886257620.07716245830.0636078220.03581664080.11359587180.0490526360.09422923714/1/09 15:2021.63.13140.62171676920.50345631280.07771459610.06293203910.03606438310.11351746170.04884694310.0943360294/1/09 15:30232.63100.62608652550.49801170930.07826081570.06225146370.0302785770.09530586430.04598123580.08880161014/1/09 15:4023.33.13070.63040860290.49252918030.07880107540.06156614750.03048642990.095239580.04578739150.08890171414/1/09 15:50252.63040.63468267220.48700914320.0793353340.06087614290.03631195380.11343851130.04864101780.09444237194/1/09 16:0024.733110.6389084080.48145201850.0798635510.06018150230.03655935160.1133590210.04843486090.09454826534/1/09 16:1025.42.23120.64308548850.47585822940.08038568610.05948227870.03069413770.09517284230.04559332920.08900139514/1/09 16:2024.62.33190.64721359550.47022820180.08090169940.05877852520.03090169940.09510565160.045399050.08910065244/1/09 16:3023.933110.65129241470.46456236460.08141155180.05807029560.03680657540.11327899120.04822847350.09465370874/1/09 16:4023.723240.65532163540.45886114910.08191520440.05735764360.0370536240.11319842220.04802185650.09475870154/1/09 16:5021.123220.65930095090.45312498950.08241261890.05664062370.03110911410.09503800830.04520455460.08919948574/1/09 17:0019.72.23340.6632300580.44735432280.08290375730.05591929030.03131638060.09496991260.04500984410.08929789434/1/09 17:10202.33210.66710865770.44154958820.08338858220.05519369850.03730049630.11311731440.04781501090.09486324344/1/09 17:2018.41.83220.67093645440.4357112280.08386705680.05446390350.0375471910.11303566820.04760793780.09496733374/1/09 17:3016.22.43200.67471315670.42983968670.08433914460.05372996080.03152349820.09490136490.04481491940.0893958784/1/09 17:4016.12.53250.67843847690.42393541140.08480480960.05299192640.03173046560.09483236550.04461978130.08949343624/1/09 17:5015.41.53280.68211213150.41799885180.08526401640.05224985650.03779370710.1129534840.04740063810.0950709724/1/09 18:0014.11.83290.68573384060.41203045990.08571673010.05150380750.03804004320.11287076220.04719311280.09517415784/1/09 18:1014.61.73320.68930332840.40603069040.0861629160.05075383630.03193728210.09476291480.04442443090.08959056844/1/09 18:2015.21.23190.6928203230.40.08660254040.050.03214394650.09469301290.0442288690.08968727424/1/09 18:3012.80.83140.69628455680.39393884810.08703556960.0492423560.03828619830.11278750310.04698536280.09527689074/1/09 18:4011.50.83100.69969576570.38784769620.08746197070.0484809620.03853217110.11270370720.04677738930.095379174/1/09 18:5012.91.63150.70305369010.38172700820.08788171130.0477158760.0323504580.09462266040.04403309660.08978355314/1/09 19:0014.513160.70635807430.37557725020.08829475930.04694715630.03255681540.09455185760.04383711470.08987940464/1/09 19:10140.63140.70960866650.36939889060.08870108330.04617486130.03877796060.11261937490.0465691930.09548099544/1/09 19:2014.20.53160.71280521940.36319239980.08910065240.045399050.03902356550.11253450660.04636077520.09558236634/1/09 19:3013.40.43180.71594748930.35695825050.08949343620.04461978130.0327630180.09448060460.04364092410.08997482844/1/09 19:4013.80.53220.7190352370.35069691740.08987940460.04383711470.03296906450.0944089020.04344452570.09006982394/1/09 19:5012.50.73210.72206822750.34440887740.09025852840.04305110970.03926898460.11244910260.04615213660.09568328234/1/09 20:0011.70.53180.72504622960.33809460940.09063077870.04226182620.03951421680.11236316350.04594327840.09578374284/1/09 20:1010.70.73210.72796901670.33175459410.09099612710.04146932430.03317495420.09433675010.04324792060.09016439084/1/09 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