About 10 days ago or so in a thread on windmills that got waylaid into wind generation, I posted data from the Gray County (KS) wind farm noting a cyclic nature in total output with peaks in early spring and lulls in mid-summer. I hypothesized this was owing to the cyclic nature of the winds.
I have since finished correlating the NWS daily mean wind speeds over the same years as I have operation data (Gray County went online in April, 2002) and the results are so startling even to me I simply must present a quick summary.
Yr R^2
2002 0.923 2003 0.860 2004 0.914 2005 0.973 2006 0.948 2007 0.797 2008 0.969 2009 0.918R^2 is the linear correlation coefficient, a measure of how well a higher monthly output coincides w/ the higher average wind speed over the 12 months of the year. The _LOWEST_ is almost 80% while there are six of the eight years with a correlation of over 90%.
Clearly, when there's more wind, they generate more.
Interestingly, even here on the High Plains, the hotbed of wind, the average annual wind speeds are only 12.5 mph w/ the highest/lowest monthly average over the above eight years of 16.1/9.1 mph, respectively. Since the minimum speed required for generation is 9 mph, there's not a lot of distance above that when looking at averages rather than peaks.
I'll continue to look into this some more; things like the percentage of time of MPH>X (cumulative distribution) and the like will also be interesting pieces to look at.
Anyway, enjoy...
:) (conventional generation ain't gonna' go away real soon now...)
--