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I believe my first introduction to biking aerodynamics got here in round 2015. I would just lately picked up street biking after racing mountain bikes in my youth, and I would determined to enter the native ‘Exeter Wheelers Wednesday night time Membership 10’ time trial.
As I reached right down to take my bottles out of my cages on the race HQ (learn: random village corridor), a good friend stopped me and repeated a hand-me-down axiom that claimed empty bottle cages have been slower than merely carrying your bottles.
I bear in mind being fascinated by the concept that aero trumps weight, however took his recommendation as gospel, slid my bottles again into their cages, and set off (sporting a long-sleeve Castelli Gabba. Clearly, a lot was to be realized).
In 2015, the entire marginal positive factors philosophy had been in motion for a number of years at Crew Sky, nevertheless it was removed from gaining widespread acceptance. The last decade since has seen discovering these small financial savings change into ever prevalent, and in lots of circumstances, the important thing to success, each on the high stage and in grassroots biking, too.
Right here at Cyclingnews, we have spent the previous yr increase the ‘CN Labs’ content material sequence, utilizing wind tunnels, rolling resistance rigs and extra to empirically check as many biking elements as we will, to assist our readers perceive the place to spend their cash within the pursuit of going quicker.
We have discovered the quickest aero helmets, examined finances vs aero biking package, in contrast 11 of the very best superbikes in the marketplace, put 18 street wheelsets face to face, and we even rolling resistance examined street tyres.
Right now’s check focuses on bottles, and we had loads of inquiries to reply: Must you use one, two and even three? If one, the place must you mount it? Are aero bottles all they’re cracked as much as be? And with all of the limelight being on reducing core temperature and optimising cooling methods, is there a penalty for operating massive 750ml bottles?
And, most significantly, to take me again to 2015 and full the circle of my journey into aerodynamics, was my good friend proper? Are empty cages slower than full ones?
Let’s get caught in and discover out.
The check
To search out out, we headed to the wind tunnel at Silverstone Sports activities Engineering Hub. This can be a cycling-specific wind tunnel, and it permits us to measure the CdA (Coefficient of Drag x Space) of a given merchandise.
CdA is actually a measure of how simply one thing strikes by the air. The ‘Cd’ portion (Coefficient of Drag) pertains to how simply air passes over an merchandise’s floor, whereas the ‘A’ is the merchandise’s Space. Put merely, the larger an merchandise is, the extra air it can hit, however in case you change the merchandise’s form and floor materials, you’ll be able to scale back the Drag Coefficient. That is why a bullet is extra aerodynamic than a coin of equal dimension, for instance.
We examined utilizing a Dice NuRoad SLT gravel bike, and ensured all the pieces other than the check variable remained utterly unchanged between exams, together with the wheels, tyres, crank place and so forth. This bike supplied us the prospect to check a 3rd bottle on the underside of the downtube, however the principle motive we used it was for its tyre clearance, as a result of on the identical day we additionally examined the aero efficiency of assorted street tyre widths. The outcomes of that have been fairly stunning, concluding that 40mm tyres are seemingly quicker for most individuals.

We examined the next setups:
No bottlesOne bottle, mounted to the down tubeOne bottle, mounted to the seat tubeTwo bottles, on the seat tube and down tubeTwo tall 750ml bottles, on the seat tube and down tubeTwo empty bottle cages, on the seat tube and down tubeThree bottles, on the down tube, seat tube, and the underside of the down tubeA single Elite Aero time trial bottle, mounted onto the down tubeA single Elite Aero time trial bottle, mounted onto the seat tubeA pair of Elite Aero time trial bottles, on the seat tube and down tube
We examined the setups with out a rider. I admit it might be extra reasonable to check with a pedalling rider, however the accuracy of the consequence would have been misplaced given the small variations we have been attempting to measure. We opted for clear information with assured conclusions.
We examined every setup at 40km/h – my pondering right here was that anybody questioning what number of bottles to make use of and their superb place might be racing, and certain doing shorter, tougher races. Beginner riders doing longer races or sportives, the place the speeds are extra seemingly slower, would prioritise carrying the additional gas, and in case you’re driving over 40km/h, you are in all probability sitting in a bunch the place aerodynamic affect is decreased.
We examined at 5 yaw angles, in five-degree increments from -10° to +10°, to simulate the wind hitting the bike at varied angles.
Every seize – primarily the interval throughout which the CdA measurement is taken – was held for 15 seconds, and if any sudden turbulence was discovered within the CdA readings (ie, if it randomly jumped up or down mid seize) we might repeat the check. Fortunately, every check recording was secure.

Confidence margin
We carried out a repeat of the primary configuration (no bottles or cages) on the finish of the day to know what kind of variance we might see in our outcomes, even earlier than we modified something.
We calculated the margin as 0.0385 watts or a CdA distinction of 0.00004 m². This can be a very small margin, even for a check with out a rider, however one which’s reflective of the minimal interference we have been having. We did not have to take away the bike from the stanchions, flip the cranks, or change wheels. Apart from the addition and removing of bottle cages, all the pieces else remained untouched. We additionally managed to check all the pieces inside about an hour, so there was minimal temperature swing all through the check, and the machines had been given loads of time to heat up beforehand.
The caveats
As with every of our CN Labs tasks, Cyclingnews doesn’t declare that this information is the ultimate phrase on the aerodynamic efficiency of the gadgets included, however relatively a further stream of unbiased, unbiased testing and knowledge for our members.
The outcomes are merely consultant of our day of testing. We hope that being clear about our technique and our protocol permits readers to understand the information whereas additionally understanding the larger image.
We additionally perceive {that a} rider’s pedalling legs could have an effect on the airflow across the bottles and have an effect on any of the financial savings discovered. Nonetheless, we predict the bike-only information is effective and worthy of sharing.

The outcomes
When exhibiting the outcomes, I’ll begin by exhibiting the CdA of every configuration. I’ll then use these figures to quantify the ability required to pedal at a given velocity.
Usually, we’d use this method, which assumes all the pieces else (weight, drivetrain friction and rolling resistance) stays fixed:
Energy (watts) = 0.5 x AirDensity x CdA x Velocity^3
Nonetheless, given there may be fairly a sizeable weight distinction in including (full) water bottles to a motorcycle, I will even issue within the extra energy required because of this weight.
For that, I’ll use this equation, which is a simplified model of the complete equation however one that’s typically accepted as being correct at decrease gradients.
Energy (watts) = Weight x Velocity x Gravity x (Gradient ÷ 100)
Added collectively, this may give us the ability required to beat air resistance and gravity. In a real-world situation, you’d additionally consider rolling resistance and drivetrain friction, however since we’re solely within the variations between every bottle setup right here, we’ll assume these elements stay fixed and set them at zero.
Since we’re working with a motorcycle solely, the CdA and weight are each small, and subsequently the ability required shall be small. That is for comparative functions solely, we all know bikes cannot pedal themselves.
Nonetheless, for the sake of exhibiting the impact on a full rider, I will even apply the variations to a baseline rider with an arbitrary CdA of 0.3 and weight of 83kg. For this, I’ll set the no-bottle-cages setup because the ‘zero’, and regulate the CdA and weight from there.
Within the graph above, I’ve ordered by CdA from lowest to highest, and added an approximate weight determine for every configuration (bottle, cage and liquid) to the facet.
From a purely aerodynamic perspective, there are a number of attention-grabbing factors we will infer from the information.
As we anticipated, the aero time trial bottles from Elite are extra aerodynamic than commonplace spherical bottles.
Operating a bottle on the seat tube got here out on the similar CdA as operating one on the extra conventionally used down tube, so everytime you need to run a single bottle, there is no such thing as a proper place to place it. Use whichever feels extra comfy for you.
If all-out velocity is what you are after, operating the Elite bottles is the answer, but when you do not have a set, you then’re higher off operating nothing in any respect. After all, that solely applies if you may make it by your chosen occasion with out water.
Maybe most attention-grabbing is that operating three bottles, with the third on the underside of the down tube, was quicker than operating two, and even quicker than operating two 750ml bottles.
That can assist you quantify the variations, this is a graph that exhibits how these CdA figures translate into watts required at 40km/h.
This exhibits that from the quickest choice, the Elite Chrono aero bottles require two fewer watts than the worst choice, the 2 empty bottle cages.
Nonetheless, all the above is helpful when driving on the flat, however they ignore the affect of weight when driving on hills. After all, most programs embrace a mixture of uphill and downhill, however to maintain this from changing into a 10000-word essay, I will concentrate on driving uphill.
Utilizing the approximate weights for every configuration, I’ve calculated the ability required at 0%, 2.5%, 5%, 7.5% and 10% gradients.
The explanation I’ve performed it at 5 completely different gradients is that I wished to point out how a lot the significance of weight grows as hills get steeper. Within the above graph, I’ve proven the lightest and heaviest choices in our check, no bottles vs three bottles; a swing of 1.8kg. At a gradient of 0%, the ability required to beat gravity is zero for each choices.
At 2.5% the baseline takes a further 21.8 watts, rising to 26.7 watts if you add the three bottles, a distinction of 4.9 watts. At 10%, that very same 1.8kg weight acquire will value you 19.6 watts.
Right here you’ll be able to see that on flat terrain, the Elite cages save 0.9 watts in comparison with the no-bottles-no-cages baseline configuration. That saving shrinks to 0.4 watts if you begin climbing, and if you hit gradients of 5%, the extra weight begins to make itself identified, making you 0.2 watts worse off.
For the heavier choices, corresponding to two or three bottles, the variety of watts required grows considerably at greater gradients, with the heaviest choice costing you a chunky 20.4 watts in comparison with the baseline. Keep in mind that is for the bike with out the rider although, so this determine is considerably exaggerated.
Right here, with our figures adjusted to imitate an actual rider, I’ve calculated at a barely extra attainable velocity of 30km/h. The entire motive for including a rider into the equation is to make it extra real-world relevant, however no one can journey uphill at 40km/h, so it made sense to regulate.
Right here, on the slower velocity, the accessible financial savings are extra modest. There’s simply 0.4 watts on the desk between the baseline and the quickest choice on flat terrain. In actual fact, all setups are inside simply half a watt. As quickly as you introduce any gradient, the accessible aero financial savings are offset by elevated weight, even when the bottles are empty.
At 10% gradients, there is a 15-watt distinction between finest and worst.

The takeaways
On flat roads, in relation to carrying water bottles in your bike, your quickest choice is to make use of time trial bottles. In actual fact, even in case you do not want water, the bottles act as fairings that make you quicker. That might be the Elite Chrono bottles as we have used right here, however there are many options, together with the Tacx TT or the aero bottles that got here on the Trek Madone.
The financial savings are small, however not insignificant; within the area of half a watt at 30km/h, round one watt at 40km/h, or extra as velocity will increase. With regards carrying one bottle vs two or three bottles three bottles, and their optimum place, the variations are even smaller, albeit nonetheless important in case you’re trying to eke out each final second out of your efficiency.
Nonetheless, as quickly as you begin driving uphill, these small financial savings are shortly offset by the rise in weight, which means in case you’re driving primarily uphill, your quickest method is to not carry any bottles or cages in any respect. Nonetheless, that is solely relevant in case you can end your journey safely, with out dehydration or overheating. You will lose much more than the 15-watt deficit we noticed right here in case you fail to hydrate correctly otherwise you overheat.
Assuming you have labored out how a lot fluid you need to carry, the above information ought to hopefully be a helpful information on one of the simplest ways to take action.
Conversely, it must also function a reminder of how marginal these positive factors are. Having performed all of the maths right here, I just lately selected to run two spherical 750ml bottles in a gravel race. I knew I would be racing for round 4 hours, in temperatures round 25C/75F, and my common velocity could be within the area of 30km/h. With all that in thoughts, the aero penalty would value me 0.9 watts, however since I had plans to shelter in teams, that will be decreased additional. The burden penalty would value not more than 4 watts on the steepest kicks, however much less on common. The advantages, nonetheless, could be an additional 500ml of water that I might use to hydrate and funky myself (on high of the power drink I had in a hydration pack), avoiding the necessity to cease at feed stops, and saving me much more time ultimately.
Importantly, we additionally did some testing on hydration packs on the identical day, together with a check sporting the hydration pack inside a skinsuit vs on high as regular, in addition to exams with the Rule 28 Gravel Swimsuit, which holds the hydration bladder in a sleeve on the rear. We’ll share the information for that quickly.
However to return to the very starting, my good friend was proper. Empty bottle cages are certainly slower. On flat terrain, they’re half a watt slower than no bottle cages in any respect, though that saving shrinks to only a tenth of a watt when in comparison with leaving your bottles in place.
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