Below is a bunch of longitudinal slip data from the UQ 2014 car in both acceleration and autox driving. I'll start with acceleration. The first plot is some of our best runs when we were testing at lakeside. We found the fastest way to do the runs was to drop the clutch at 14k RPM and use the inertia of the engine to generate the slip quickly as the tyres were hooking up hard and in turn self regulating the slip. For the record track temps were somewhere in the order of 55C and we were smearing the rubber off the tyres during autox we had so much heat in them. We literally had treadwear markers disappearing as the surrounding rubber filled them in as it smeared across the carcass of the tyre.
http://i.imgur.com/5z2xlrD.jpg
This next plot is from the acceleration event at comp. The day was warm but the track temps were definitely not as high, by the end of the event the tyres were plenty sticky as we'd be doing multiple runs in succession and I had our driver weaving, braking and accelerating on the coast back to the start line between runs. The surface seemed dusty to begin with and we definitely weren't hooking up nearly as well. Realistically by the end there really couldn't have been much dust left with all the cars clearing it. My only conclusion is the surface was rougher and we were relying on the mechanical adhesion of the tyres far more than the chemical adhesion on a smoother surface. Here we would have been better winding back the launch RPM and starting from a lower slip. We initially responded by dropping the RPM back to a 12k dump and as the temperature came into the tyres and we started hooking up a little we made the wrong decision of putting the RPM limit back up under the poor assumption our problem that day was one of tyre temperature. Because the surface was crap we didn't end up with the tyres limiting the slip themselves and staying in their optimal range. Most of our experience has been that our 13" Hoosiers love slip. We won the acceleration event in 2013 with a 10k RPM limiter dump in first and put down a time only 0.05s slower doing a 14k dump in second without a gear shift.
http://i.imgur.com/mXs8fO8.jpg
The key to winning acceleration is as much normal force on the rears as possible, the power to back it up and holding the tyres in their optimal slip range (15-40km/h for us). The reason ECU beat us was likely a bit of static rear weight bias (we were 50/50 due to the shitty job of packaging an F4i motor in a minimum wheelbase) but also because they had a different link position that offered a heap of anti-squat that drives the rear wheels into the ground for a brief moment at the start line. We intended to do the same but unfortunately lacked the test time.
The next set of plots are from endurance at FSAE-A. I'll start with the plot of slip measured as a ratio. You can see a general trend and you can see that the fx-sr curve falls over as you add lateral force (the different colours). However it's messy and doesn't seem to have an awfully nice correlation.
http://i.imgur.com/WdtIKje.png
I've ended up finding that slip measured in km/h is a far better indicator of longitudinal force. There is still noise to the curve and that is to be expected as the points are generated off different patches of road, some good, some bad. there are some interesting things to take from the picture below. The first being wheelspin is not necessarily a bad thing. You can see that the peak longitudinal force comes later in the curve as you start adding lateral load to the tyre. If you've got a driver that's running around the edge of the friction circle and putting power down as hard as your car can, he will be spinning up tyres and the back will be stepping out a bit. It's not an indication of a loss of grip so much as the tyres finding the new operating zone which needs a bit more slip angle and a bit more slip ratio. If you watch any of the cars on LC0s that are going fast you'll note that the lack of cornering stiffness means they need to drive the cars incredibly sideways. It's not an indication of a lack of grip, it's just found in a different place.
http://i.imgur.com/ZE9zNQd.png