Debunking Punting Pundits and ‘Dimensional Analysis’

Compound interest may be, as Einstein said, “ the eighth wonder of the world,” but it is also a source for much misplaced enthusiasm when it comes to some smart grid market growth projections.

Have you ever started reading a press release about a smart grid technology-related trend or analysis, which talks about seemingly high growth rates, only to dig deeper and arrive at the disappointing realization the growth projections were actually nothing to get excited about?

For a smart grid technology to double in 10 years could mean it is a great and important area in which to invest or do research (or get a job), or it could mean it is a relative dud. 

Why?  Consider a technology segment like Volt/VAR optimization, which includes a small portion of sophisticated Volt/VAR Optimization (VVO) solutions, and a much larger portion served by older technologies, including transformer load tap changers (which were invented in the 1920s). 

Revenue in such a “smart grid” market segment will double in 10 years if it grows at 7.2%. 

Www Tdworld Com Sites Tdworld com Files Smart Utility 1

But in our industry, natural replacements of failing T&D equipment (~4%), along with installations to serve new load growth (~2%) and general price inflation (~1%), could lead a segment’s revenue to double in ten years, even though the “smart grid” portion of that segment may, at the end of the ten year period, still be relatively small, revenue-wise.

In much the same way as we have weather-adjusted fuel usage statistics, and inflation-adjusted cost-of living figures, shouldn’t we should adjust our smart grid statistics based on a “what would have happened anyway?” sort of standard?

In analyzing key industry trends, the optimism or pessimism level of the analysts may lurk not only in their growth rate projections, but also in other mathematical units they use when reporting their findings.  When these involve units of spatial measure, the misinformational “fudge factor” increases exponentially, as we go from linear units for distances, to two dimensional units for surface areas, to three dimensional units for volumes.  For example, consider this question: 

  • Technology XYZ will produce, annually, a volume of solid waste which will fill a cube 200 feet in length, width, and height.
  • Technology ABC will produce, annually, 8,000,000 cubic feet of the same type of solid waste.

“Innumerate” readers would view the second volume as being much larger, but of course the figures are equal, since 200 x 200 x 200 = 8,000,000.

And finally, I couldn’t resist doing the math when I recently looked back at a 2013 prediction about the uptake of solar PV installations by a widely-respected, widely-published firm in our industry. The report predicted, in 2013, that by 2016, there would be a new solar PV installation in the U.S. every 83 seconds.

1 2