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Formula Data Analysis
Formula Data Analysis
@fdataanalysis.bsky.social
๐ F1 Understanding Starts by Clicking Follow! ๐Learn To Read F1 Telemetry Data โ๏ธ Performance Engineer, PhD in Motorcycle Dynamics Places to find me: linktr.ee/fdataanalysis
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RACE PACE #F1 No driver set quicker lap times than LEC! Ferrari 1-2 pace-wise๐ฅ (HAM was just 0.103 s/lap slower, VER 0.140 s/lap behind) Still, ANT was within 3 tenths of LEC despite using one fewer set of tyres: he lost ~16s on pace but saved ~20s by not pitting. Terrific pace and management ๐
No doubt Mercedes is still the aero leader: highest top speed (low drag, as shown by +4 km/h vs McL on the same PU) AND fastest through fast Turn 19 (high downforce) โ unmatched efficiency VER lost just 10 km/h (vs ANTโs 33 km/h) between lap start and lap end โ more sustainable deployment ๐
FP2 LONG RUNS ๐ NOR fastest overall (only top-team driver on Hards) VER quickest on Softs (+0.258 s/lap vs NOR), Antonelli on Mediums (+0.369 s/lap) LEC was quicker than VER at the start of the stint, but suffered worse wear. HAM was very slow at the end of his stint: will Ferrari have high deg?๐ค
By mistake, the FIA didnโt activate overtake mode in SQ1 after the red flag. This serious issue severely limited straight-line performance (~10 km/h loss in top speed). Crucially, it was then reactivated for 27s, unfairly advantaging those who could exploit it! Look at OCO: โฌ๏ธ L5 (Issue) ๐ง L8 (OK)
Top Speed Distribution: you can easily tell which laps were affected... Link for those who want to know more about JMP, the software I used to produce the previous visualisation! ๐ www.jmp.com/en/offers/pa...
Alonso earned 4 points by overtaking on track despite having the worst top speed of any driver (except VER, who lacked slipstream/overtake mode in the dry, and BOT, who retired early)! Legend:โจ๐ด Overtake Mode/Slipstreamโจโช๏ธ Free air -McLaren/Alpine had the highest top speeds -RBR/Aston the lowest
๐ RACE PACE (with a new look!) VER won through sheer pace: +0.36s/lap quicker than next-best ANT! Ferrari had a terrible Sunday start (issues during the formation lap, wrong tyre choice), but LEC and HAM recovered through excellent pace: HAM was just ~0.1s/lap slower than the championship leader!
-BOT, ALB, PER, PIA, GAS, HUL, and STR were playing with deployment: they tested deploying more or less on the main straight, resulting in either high๐ or very low๐ชซ top speeds (STR didn't even hit 300 km/h!) -VER (334 km/h) and LEC (330) reached high top speeds, but just once, and with a slipstream
Florent Gooden (Motorsport photographer) actually has one in his office! He sent me these pictures: having a RB16B bargeboard must be nice!
#F1 bargeboard complexity peaked in 2021: here's Newey's 2021 Red Bull in the special white livery used in Turkey! Due to this complexity, following the car in front was a NIGHTMARE! Things improved massively the following year, with the start of the ground-effect era
Bearman reached 350 km/h during the Baku GP, the highest of any driver!๐ Similar top speed to the one at the start of the ground effect era (351), but far below what BEA himself hit last year (361) RUS reached 329 with NO OVERTAKE MODE OR SLIPSTREAM! ANT hit the highest average top speed (343) #F1
So it's confirmed: Ferrari's 'ADUO 2' upgrade (which only HAM had in Madrid) was significant, providing 18hp more in some crucial phases (peak power on corner exit, between 260-310 km/h, in the clipping area) and similar performance elsewhere ๐
Ferrari's ADUO 2 #F1 engine upgrade, introduced at Monza, is worth ~15hp based on my calculations! ๐ OCO ran the standard engine, BEA the upgraded one In quali, BEA accelerated harder at EVERY SPEED: 15.4hp required to explain that gap
Learn more about JMP, the software I used to create this visualisation: www.jmp.com/en/offers/pa...
๐งNOR had the best RACE PACE at the SpanishGP (0.24s/lap quicker than ๐ฉ ANT, 0.41s/lap quicker than ๐ฆ VER): from a likely win to P3 due to extremely unlucky VSC timing ๐ฅLEC's pace was within 0.1s of ๐ฆ VER's, yet he finished the race 24.8s behind him! What a pity, replacing Spa with this track โน๏ธ