From the data that has been published, I think that the following can be stated (with the caveat, that there is very little data).
For all of the following I have used the 12 months of data 2015 June - 2016 May (the first record has been ignored).
1. Mounting the panels in an angled layout provides for a performance improvement of 12.4% across the test sites.
No big surprise here
Method:
Sum the power output of all flat panels 568.8 Kw
Sum the power output of all angled panels 639.3 Kw
Take the difference between these figures and calculate the % improvement based on the lower number
(639.3 - 568.
/ 568.8 = 12.4%
2. Flat mounted panels perform in a more irregular manner than angled panels providing for an unoptimised output.
Flat mounted panels vary by 2.2x over the test period in the amount of power produced, angled panels are more stable in their power production with a ratio of 1.6.
This then provides a further issue, where additional panels would be required to maintain a given base load over the year. The variability in the performance of the panels over the year will mean that additional capacity would be required at various times of the year (37.5% more panels needed during low output months).
Method
When looking at the monthly power output of a panel, calculate its proportion of the total power produced and express as a percentage.
Find the max value for each panel
Find the min value for each panel
Calculate the ratio of each panel (min:max) and then provide an average of the three panel locations.
3. The data from Chesterfield, MO looks a bit odd. In two of the three samples, the flat panel has significantly out performed the angled panel.
In no other test data did the flat panel so significantly outperform the angled panel. With only three samples there is not really enough data to accurately suggest an answer, though it does raise some questions
a. Is there an issue/fault with one of the panels or inverters?
b. Are the mounting locations of the panels are being affected unevenly by the trees to the west of the installation location (assuming this is the panels
https://www.google.com.au/maps/dir/38.6378614,-90.5167265/Missouri+Department+of+Transportation,+1590+Woodlake+Dr,+Chesterfield,+MO+63017,+USA/38.639774,-90.5159339/@38.639753,-90.5160978,59m/data=!3m1!1e3!4m10!4m9!1m0!1m5!1m1!1s0x87d8cda70a6fd38b:0x2b4c54d496dfbc0d!2m2!1d-90.5162299!2d38.6398386!1m0!3e2?hl=en)?
c. Have the ID's/data for the micro-inverters have been swapped in error?
If the data is incorrect and has been swapped in error, this would move the overall improvement in power production for angled panels to 16.1% rather than 12.4% (Flat 559.1 Kw Angled 649 Kw).
It would also improve the variable nature of power production of the flat cells from 2.2x to 2.1x and worsen the variable nature of the angled cells from 1.6x to 1.66x
This would lead to the following results in terms of power production of flat panels vs angled panels, with the percentage being the improvement in power that the angled panel can produce.
Oracle, AZ 117%
Chesterfield, MO 116%
Eagle, ID 115%
In terms of a data credibility question, this would look to be the most likely cause. Otherwise, for some reason in Chesterfield, the flat panels have out performed the angled panels by 30% which seems unlikely. Though they are a different panel from the other locations, so this may be possible, but it would seem unlikely for a manufacturer of panels to optimise of for this flat installation and to be detrimental in an angled installation.
It is also worth noting that nothing in the data page mentions the actual angle utilised in the three test locations. It is unclear if optimum angles have been used for each location, or a common angle has been utilised.
Summary
By mounting panels on an angle produces 12.4%-16.1% more power and has significantly more stable level of power production.
On top of it being a silly idea to make a glass road, put panels under it, make the surface textured to reduce light penetration, obscure the panels with cars/trucks/dirt/oil etc, reengineer roads and power connectivity. It also adds a significant level of increased variability to the supply of power.
Great work solar roadways, Im not sure if it would have been possible to post data that undermined your concept more, other than perhaps data from the angled panel, a flat panel and one of the Solar Roadways Hexagonal units, with the textured glass and a typical amount of debris that would be found on an equivalent area of roadway.