I simply used the polynomial trend to smooth the curves not due to strict function.
Now let's get into the more esoteric areas for a minute.
You maybe need to consider a few more variables before making a strict date assumption and the curves sort of prove this:
Gas Mixing
Basic assumptions:
Let's say mid September the stations get their first supply of winter gas. Well, the tanks still have some summer gas in them so the winter gas and summer gas are mixed for a period of time! This means a hard date is tough to pick. Same for your gas tank. You have a half a tank of summer gas and fill up with winter gas so you are running a blend for a time. Now to compound this problem (and this happens year long) you have the Ethanol blending. You could fill up with UP TO 10% Ethanol, depending on what the refinery blended. It could be 2% or 7% or 10% and that will have to mix with whatever you have in the tank!
That's why I wanted to look at a year long trend. Not linear but something that would approximate the actual curve, hence polynomial.
If you look at the beginning of the curves you will see lower mpg than the end of the curve. I think that is due to the fact that they have been running winter gas for that whole season instead of just Oct-December. Who really knows but it's fun to try to figure it out.
Agreed! It's fun to try to figure it out.
My basic assumption was SOP, not strict. But I think it's a closer approximation than a curve that takes months to approach maximum. Here are a few items from the The Association for Convenience and Fuel Retailing (NACS) about the fuel retailing industry from their 2014 Retailing Fuels Report:
"The end point in a series of handoffs to prepare for
summer-blend fuel is the date at which retailers must sell the fuel. In most areas of
the country that require summer-blend fuels, retailers have until June 1 to switch to selling summer-grade gas." ... "The May 1 deadline for terminals is considered one of the biggest factors in the seasonal price increases. Terminals have to fully purge their systems of winter-blend fuels and be near empty to make the transition and be in compliance [with EPA regulations]. Those out of compliance face stiff penalties, so most terminal operators would rather be out of inventory than out of compliance."
"Unlike in the spring, the change to
winter-blend fuel is not required. However, because winter-blend fuel costs less, retailers obviously want to sell the cheaper fuel so they can be as price competitive as possible. Not all retailers begin selling this fuel on September 15; most wait to make the switch until their inventories are low and need a new shipment. A retailer’s volume will dictate how often a station gets deliveries, with some stores getting multiple deliveries per day and others getting one or two deliveries per week."
So ... you won't be finding much winter gas in June, and you won't be finding much summer gas in October, except for whatever residual is remaining in your tank.
By the way, this report can be found at:
http://www.nacsonline.com/YourBusiness/FuelsReports/GasPrices_2014/Documents/2014NACSFuelsReport_full.pdf
As for 2% ethanol vs. 7% ethanol vs. 10% ethanol, I have no clue. No clue whatsoever.
Oh. And California's summer gas deadline is April 1, not June 1.