EV Technology Explained From Regenerative Braking to Battery Management

What is Regenerative Braking & How Does it Work to Charge an Electric Vehicle Battery?

When battery electric vehicles (BEVs) and hybrid electric cars started really showing up in the early part of the 21st century, they brought with them a term that many gearheads werent familiar with: regenerative braking.

And while the concept of regenerative braking was new to a lot of automotive enthusiasts, the technology and its application have been around for a long time. In fact, the core principle behind regenerative braking goes hand-in-hand with the first electric motor ever made.

But first things first

What is Regenerative Braking?

In the context of a hybrid or electric vehicle, regenerative braking describes a vehicles ability to transform kinetic energy (AKA motion) into electrical energy. That energy is then used to recharge an electric vehicle battery while its being driven.

In other words, when you take your foot off the accelerator pedal in an electric vehicle, the regenerative braking system kicks in to automatically charge the EVs battery.

That means a regenerative braking system essentially extends the usable range of an electric or hybrid vehicle, having a significant impact on the viability of an electric drivetrain.

How Does a Regenerative Braking System Work?

While we could dedicate a few thousand words to the basics of electrical engineering, well distill it down to this: an electric motor and an electric generator are basically the same thing.

So, for brevitys sake, if you apply electrical power to an EVs electric motor, the output shaft will begin to spin and propel the vehicle. But when you stop supplying power, the vehicle coasts and the wheels manually spin the same shaft on whats now become an electric generator.

Or said another way, on deceleration, that manual rotation from the vehicles wheels are now turning the motor, in essence changing it into a generator, which creates electricity to charge the battery.

Again, this is a very, very simplified explanation. If you really want to get into the weeds on the electromagnetic principles behind how all this works, you may want to start with a guy named Michael Faraday.

Say you want to slow down from 45 mph. You take your foot off the accelerator pedal to coast and electricity stops flowing to the vehicles electric motor(s). But obviously the car wont come to an immediate, screeching halt. Since the car still has momentum, it will continue to coast until that kinetic energy is gradually bled away (from friction, air drag, etc.)

Thats where the regenerative braking system kicks in. It converts the vehicles electric motor into an electrical generator, driven by the vehicles wheels, which then begins sending a charge back into the electric vehicles battery.

Even better, this system will typically slow the vehicle down faster than normal deceleration. That means less wear on the vehicles traditional brake components, like its pads and rotors.

Which brings us to another good point.

Does a Regenerative Braking System Replace a Traditional Friction Brake System?

No. While a regenerative braking system can positively impact an electric vehicles ability to slow down, youll eventually have to press the brake pedal to get the vehicle to come to a complete (or sudden) stop.

Thats where a regular hydraulic friction brake system jumps into action.

An electric vehicle with regenerative braking still has a traditional friction brake systemmeaning it has brake rotors (maybe drums in the rear), brake calipers, pads or shoes, a master cylinder, and hydraulic DOT-spec brake fluid.

In other words, an electric vehicle can essentially have two braking systems. So, perhaps in the sole context of slowing down and stopping, its easiest to think of a regenerative braking system as a supplement to the hydraulic friction brake system we all know and love.

Advantages of a Regenerative Brake System

We mentioned the two main benefits above. A regenerative brake system can:

1. Recharge an electric vehicle battery while driving
2. Slow a car faster to reduce wear on the traditional brake system components

While not all regenerative braking systems operate in the same way (theyre part of each respective manufacturers EV secret sauce), they typically offer those same benefits.

But theres one other important facet to note here. Nowadays, a regenerative braking system works automatically. In most cases, a driver will barely notice its operation; the system seamlessly switches its regenerative mode on and off with no effort or input from the vehicle operator. You may simply notice that the vehicle just decelerates a bit faster.

With specific regard to battery charging, regenerative braking is a big deal. Since each EV maker is on a perpetual quest to increase the viability and practicality of electric vehicles, battery range is at the forefront of those efforts.

Given regenerative brakings ability to recharge an electric vehicle battery through normal driving (which results in significantly increased electric vehicle range), it has become a fundamental system within seemingly every EV manufactured today.

Regenerative braking

Energy recovery mechanism

Regenerative braking is an energy recovery mechanism that slows down a moving vehicle or object by converting its kinetic energy or potential energy into a form that can be either used immediately or stored until needed.

Typically, regenerative brakes work by driving an electric motor in reverse to recapture energy that would otherwise be lost as heat during braking, effectively turning the traction motor into a generator. Feeding power backwards through the system like this allows the energy harvested from deceleration to resupply an energy storage solution such as a battery's capacitors; once stored, this power can then be later used to aid forward propulsion. Because of the electrified vehicle architecture required for such a braking system, automotive regenerative brakes are most commonly found on hybrid and electric vehicles.

This method contrasts with conventional braking systems, where excess kinetic energy is converted to unwanted and wasted heat due to friction in the brakes. Similarly, with rheostatic brakes, energy is recovered by using electric motors as generators but is immediately dissipated as heat in resistors.

In addition to improving the overall efficiency of the vehicle, regeneration can significantly extend the life of the braking system. This is because the traditional mechanical parts like discs, calipers, and pads -- included for when regenerative braking alone is not sufficient enough to safely stop the vehicle -- will not wear out as quickly as they would in a vehicle relying solely on traditional brakes.

General principle[edit]

The most common form of regenerative brake involves an electric motor functioning as an electric generator. In electric railways, the electricity generated is fed back into the traction power supply. In battery electric and hybrid electric vehicles, the energy is stored chemically in a battery, electrically in a bank of capacitors, or mechanically in a rotating flywheel. Hydraulic hybrid vehicles use hydraulic motors to store energy in the form of compressed air. In a hydrogen fuel cell powered vehicle, the electrical energy generated by the motor is stored chemically in a battery, similar to battery- and hybrid electric vehicles.^[2]

Practical regenerative braking[edit]

Regenerative braking is not by itself sufficient as the sole means of safely bringing a vehicle to a standstill, or slowing it as required, so it must be used in conjunction with another braking system such as friction-based braking.

• The regenerative braking effect drops off at lower speeds and cannot bring a vehicle to a complete halt reasonably quickly with current technology. However, some cars like the Chevrolet Bolt can bring the vehicle to a complete stop on even surfaces when the driver knows the vehicle's regenerative braking distance. This is referred to as One Pedal Driving.
• Current regenerative brakes do not immobilize a stationary vehicle; physical locking is required, for example to prevent vehicles from rolling down hills.
• Many road vehicles with regenerative braking do not have drive motors on all wheels (as in a two-wheel drive car); regenerative braking is normally only applicable to wheels with motors. For safety, the ability to brake all wheels is required.
• The regenerative braking effect available is limited, and mechanical braking is still necessary for substantial speed reductions, to bring a vehicle to a stop, or to hold a vehicle at a standstill.
• On real hills with real traffic speeds the magnitude of potential energy recoverable during descent of a vehicle at a slower speed than its terminal speed is substantially greater than that recoverable by bringing the vehicle from even the terminal speed to a complete stop. An example used by bicyclists is that during descent of a hill approximately three hair dryers worth of power or some two horsepower is lost to Air drag at terminal speeds. (Citation Needed))

Regenerative and friction braking must both be used, creating the need to control them to produce the required total braking. The GM EV-1 was the first commercial car to do this. In 1997 and 1998 engineers Abraham Farag and Loren Majersik were issued two patents for this brake-by-wire technology.^[3][4]

Early applications commonly suffered from a serious safety hazard: in many early electric vehicles with regenerative braking, the same controller positions were used to apply power and to apply the regenerative brake, with the functions being swapped by a separate manual switch. This led to a number of serious accidents when drivers accidentally accelerated when intending to brake, such as the runaway train accident in Wdenswil, Switzerland in 1948, which killed twenty-one people.

Conversion to electric energy: the motor as a generator[edit]

Electric motors, when used in reverse, function as generators and will then convert mechanical energy into electrical energy. Vehicles propelled by electric motors use them as generators when using regenerative braking, braking by transferring mechanical energy from the wheels to an electrical load.

History[edit]

In 1886 the Sprague Electric Railway & Motor Company, founded by Frank J. Sprague, introduced two important inventions: a constant-speed, non-sparking motor with fixed brushes, and regenerative braking.

Early examples of this system in road vehicles were the front-wheel drive conversions of horse-drawn cabs by Louis Antoine Krieger in Paris in the 1890s. The Krieger electric landaulet had a drive motor in each front wheel with a second set of parallel windings (bifilar coil) for regenerative braking.^[5] The Orwell Electric Truck introduced by Ransomes, Sims & Jefferies in England during WW1 used regenerative braking switched in by the driver.

In England, "automatic regenerative control" was introduced to tramway operators by John S. Raworth's Traction Patents 19031908, offering them economic and operational benefits^[6][7][8] as explained in some detail by his son Alfred Raworth.These included tramway systems at Devonport (1903), Rawtenstall, Birmingham, Crystal Palace-Croydon (1906), and many others. Slowing the speed of the cars or keeping it in control on descending gradients, the motors worked as generators and braked the vehicles. The tram cars also had wheel brakes and track slipper brakes which could stop the tram should the electric braking systems fail. In several cases the tram car motors were shunt wound instead of series wound, and the systems on the Crystal Palace line utilized series-parallel controllers.^{[clarification needed][9]} Following a serious accident at Rawtenstall, an embargo was placed on this form of traction in 1911;^[10] the regenerative braking system was reintroduced twenty years later.^[8]

Regenerative braking has been in extensive use on railways for many decades. The Baku-Tbilisi-Batumi railway (Transcaucasus Railway or Georgian railway) started utilizing regenerative braking in the early 1930s. This was especially effective on the steep and dangerous Surami Pass.^[11] In Scandinavia the Kiruna to Narvik electrified railway, known as Malmbanan on the Swedish side and Ofoten Line on the Norwegian, carries iron ore on the steeply-graded route from the mines in Kiruna, in the north of Sweden, down to the port of Narvik in Norway to this day. The rail cars are full of thousands of tons of iron ore on the way down to Narvik, and these trains generate large amounts of electricity by regenerative braking, with a maximum recuperative braking force of 750kN. From Riksgrnsen on the national border to the Port of Narvik, the trains^[12] use only a fifth of the power they regenerate.^{[failed verification]} The regenerated energy is sufficient to power the empty trains back up to the national border.^{[13][failed verification]} Any excess energy from the railway is pumped into the power grid to supply homes and businesses in the region, and the railway is a net generator of electricity.^{[citation needed]}

Electric cars used regenerative braking since the earliest experiments, but this initially required the driver to flip switches between various operational modes in order to use it. The Baker Electric Runabout and the Owen Magnetic were early examples, which used many switches and modes controlled by an expensive "black box" or "drum switch" as part of their electrical system.^[14][15] These, like the Krieger design, could only practically be used on downhill portions of a trip, and had to be manually engaged.

Improvements in electronics allowed this process to be fully automated, starting with 1967's AMC Amitron experimental electric car.^[16] Designed by Gulton Industries^[17] the motor controller automatically began battery charging when the brake pedal was applied. Many modern hybrid and electric vehicles use this technique to extend the range of the battery pack, especially those using an AC drive train (most earlier designs used DC power).

An AC/DC rectifier and a very large capacitor may be used to store the regenerated energy, rather than a battery. The use of a capacitor allows much more rapid peak storage of energy, and at higher voltages. Mazda used this system in some 2018 cars, where it is branded i-ELOOP.

Electric railways[edit]

During braking, the traction motor connections are altered to turn them into electrical generators. The motor fields are connected across the main traction generator (MG) and the motor armatures are connected across the load. The MG now excites the motor fields. The rolling locomotive or multiple unit wheels turn the motor armatures, and the motors act as generators, either sending the generated current through onboard resistors (dynamic braking) or back into the supply (regenerative braking). Compared to electro-pneumatic friction brakes, braking with the traction motors can be regulated faster improving the performance of wheel slide protection.

For a given direction of travel, current flow through the motor armatures during braking will be opposite to that during motoring. Therefore, the motor exerts torque in a direction that is opposite from the rolling direction.

Braking effort is proportional to the product of the magnetic strength of the field windings, multiplied by that of the armature windings.

Savings of 17%, and less wear on friction braking components, are claimed for British Rail Class 390s.^[18] The Delhi Metro reduced the amount of carbon dioxide (CO₂) released into the atmosphere by around 90,000 tons by regenerating 112,500 megawatt hours of electricity through the use of regenerative braking systems between 2004 and 2007. It was expected that the Delhi Metro would reduce its emissions by over 100,000 tons of CO₂ per year once its phase II was complete, through the use of regenerative braking.^[19]

Electricity generated by regenerative braking may be fed back into the traction power supply; either offset against other electrical demand on the network at that instant, used for head end power loads, or stored in lineside storage systems for later use.^[20]

A form of what can be described as regenerative braking is used on some parts of the London Underground, achieved by having small slopes leading up and down from stations. The train is slowed by the climb, and then leaves down a slope, so kinetic energy is converted to gravitational potential energy in the station.^[21] This is normally found on the deep tunnel sections of the network and not generally above ground or on the cut and cover sections of the Metropolitan and District Lines.

Comparison of dynamic and regenerative brakes[edit]

What are described as dynamic brakes ("rheostatic brakes" in British English) on electric traction systems, unlike regenerative brakes, dissipate electric energy as heat rather than using it, by passing the current through large banks of resistors. Vehicles that use dynamic brakes include forklift trucks, diesel-electric locomotives, and trams. This heat can be used to warm the vehicle interior, or dissipated externally by large radiator-like cowls to house the resistor banks.

General Electric's experimental 1936 steam turbine locomotives featured true regeneration. These two locomotives ran the steam water over the resistor packs, as opposed to air cooling used in most dynamic brakes. This energy displaced the oil normally burned to keep the water hot, and thereby recovered energy that could be used to accelerate again.^[22]

The main disadvantage of regenerative brakes when compared with dynamic brakes is the need to closely match the generated current with the supply characteristics and increased maintenance cost of the lines. With DC supplies, this requires that the voltage be closely controlled. The AC power supply and frequency converter pioneer Miro Zori and his first AC power electronics have also enabled this to be possible with AC supplies.^{[citation needed]} The supply frequency must also be matched (this mainly applies to locomotives where an AC supply is rectified for DC motors).

In areas where there is a constant need for power unrelated to moving the vehicle, such as electric train heat or air conditioning, this load requirement can be utilized as a sink for the recovered energy via modern AC traction systems. This method has become popular with North American passenger railroads where head end power loads are typically in the area of 500kW year round. Using HEP loads in this way has prompted recent electric locomotive designs such as the ALP-46 and ACS-64 to eliminate the use of dynamic brake resistor grids and also eliminates any need for any external power infrastructure to accommodate power recovery allowing self-powered vehicles to employ regenerative braking as well.

A small number of steep grade railways have used 3-phase power supplies and induction motors. This results in a near constant speed for all trains, as the motors rotate with the supply frequency both when driving and braking.

Kinetic energy recovery systems[edit]

Kinetic energy recovery systems (KERS) were used for the motor sport Formula One's 2009 season, and are under development for road vehicles. KERS was abandoned for the 2010 Formula One season, but re-introduced for the 2011 season. By 2013, all teams were using KERS with Marussia F1 starting use for the 2013 season.^[23] One of the main reasons that not all cars used KERS immediately is because it raises the car's center of gravity, and reduces the amount of ballast that is available to balance the car so that it is more predictable when turning.^[24] FIA rules also limit the exploitation of the system. The concept of transferring the vehicle's kinetic energy using flywheel energy storage was postulated by physicist Richard Feynman in the 1950s^[25] and is exemplified in such systems as the Zytek, Flybrid,^[26] Torotrak^[27][28] and Xtrac used in F1. Differential based systems also exist such as the Cambridge Passenger/Commercial Vehicle Kinetic Energy Recovery System (CPC-KERS).^[29]

Xtrac and Flybrid are both licensees of Torotrak's technologies, which employ a small and sophisticated ancillary gearbox incorporating a continuously variable transmission (CVT). The CPC-KERS is similar as it also forms part of the driveline assembly. However, the whole mechanism including the flywheel sits entirely in the vehicle's hub (looking like a drum brake). In the CPC-KERS, a differential replaces the CVT and transfers torque between the flywheel, drive wheel and road wheel.

Motor sports[edit]

The first of these systems to be revealed was the Flybrid. This system weighs 24kg and has an energy capacity of 400 kJ after allowing for internal losses. A maximum power boost of 60kW (82PS; 80hp) for 6.67 seconds is available. The 240mm diameter flywheel weighs 5.0kg and revolves at up to 64,500 rpm. Maximum torque is 18Nm (13.3 ftlbs). The system occupies a volume of 13 litres.^{[citation needed]}

Formula One[edit]

Formula One have stated that they support responsible solutions to the world's environmental challenges,^[30] and the FIA allowed the use of 60kW (82PS; 80hp) KERS in the regulations for the 2009 Formula One season.^[31] Teams began testing systems in 2008: energy can either be stored as mechanical energy (as in a flywheel) or as electrical energy (as in a battery or supercapacitor).^[32]

Two minor incidents were reported during testing of KERS systems in 2008. The first occurred when the Red Bull Racing team tested their KERS battery for the first time in July: it malfunctioned and caused a fire scare that led to the team's factory being evacuated.^[33] The second was less than a week later when a BMW Sauber mechanic was given an electric shock when he touched Christian Klien's KERS-equipped car during a test at the Jerez circuit.^[34]

With the introduction of KERS in the 2009 season, four teams used it at some point in the season: Ferrari, Renault, BMW, and McLaren. During the season, Renault and BMW stopped using the system. McLaren Mercedes became the first team to win a F1 GP using a KERS equipped car when Lewis Hamilton won the 2009 Hungarian Grand Prix on 26 July 2009. Their second KERS equipped car finished fifth. At the following race, Lewis Hamilton became the first driver to take pole position with a KERS car, his teammate, Heikki Kovalainen qualifying second. This was also the first instance of an all KERS front row. On 30 August 2009, Kimi Rikknen won the Belgian Grand Prix with his KERS equipped Ferrari. It was the first time that KERS contributed directly to a race victory, with second placed Giancarlo Fisichella claiming "Actually, I was quicker than Kimi. He only took me because of KERS at the beginning".^[35]

Although KERS was still legal in Formula 1 in the 2010 season, all the teams had agreed not to use it.^[36] New rules for the 2011 F1 season which raised the minimum weight limit of the car and driver by 20kg to 640kg,^[37] along with the FOTA teams agreeing to the use of KERS devices once more, meant that KERS returned for the 2011 season.^[38] This is still optional as it was in the 2009 season; in the 2011 season 3 teams elected not to use it.^[23] For the 2012 season, only Marussia and HRT raced without KERS, and by 2013, with the withdrawal of HRT, all 11 teams on the grid were running KERS.

In the 2014 season, the power output of the MGU-K (The replacement of the KERS and part of the ERS system that also includes a turbocharger waste heat recovery system) was increased from 60kW to 120kW and it was allowed to recover 2 mega- joules per lap. This was to balance the sport's move from 2.4-litre V8 engines to 1.6-litre V6 engines.^[39] The fail-safe settings of the brake-by-wire system that now supplements KERS came under examination as a contributing factor in the fatal crash of Jules Bianchi at the 2014 Japanese Grand Prix.

Autopart makers[edit]

Bosch Motorsport Service is developing a KERS for use in motor racing. These electricity storage systems for hybrid and engine functions include a lithium-ion battery with scalable capacity or a flywheel, a four to eight kilogram electric motor (with a maximum power level of 60kW or 80hp), as well as the KERS controller for power and battery management. Bosch also offers a range of electric hybrid systems for commercial and light-duty applications.^[40]

Car makers[edit]

Automakers including Honda have been testing KERS systems.^[41] At the 2008 1,000km of Silverstone, Peugeot Sport unveiled the Peugeot 908 HY, a hybrid electric variant of the diesel 908, with KERS. Peugeot planned to campaign the car in the 2009 Le Mans Series season, although it was not capable of scoring championship points.^[42] Peugeot plans also a compressed air regenerative braking powertrain called Hybrid Air.^[43][44]

McLaren began testing of their KERS in September 2008 at the Jerez test track in preparation for the 2009 F1 season, although at that time it was not yet known if they would be operating an electrical or mechanical system.^[45] In November 2008 it was announced that Freescale Semiconductor would collaborate with McLaren Electronic Systems to further develop its KERS for McLaren's Formula One car from 2010 onwards. Both parties believed this collaboration would improve McLaren's KERS system and help the system filter down to road car technology.^[46]

Toyota has used a supercapacitor for regeneration on a Supra HV-R hybrid race car that won the Tokachi 24 Hours race in July 2007.^[47]

BMW has used regenerative braking on their E90 3 Series as well as in current models like F25 5 Series under the EfficientDynamics moniker.^[48] Volkswagen have regenerative braking technologies under the BlueMotion brand in such models as the Volkswagen Golf Mk7 and Mk7 Golf Estate / Wagon models, other VW group brands like SEAT, Skoda and Audi.^[49]

Motorcycles[edit]

KTM racing boss Harald Bartol has revealed that the factory raced with a secret kinetic energy recovery system (KERS) fitted to Tommy Koyama's motorcycle during the 2008 season-ending 125cc Valencian Grand Prix. This was against the rules, so they were banned from doing it afterwards.^[50]

Automobile Club de l'Ouest, the organizer behind the annual 24 Hours of Le Mans event and the Le Mans Series, was " width="50"studying specific rules for LMP1 that will be equipped with a kinetic energy recovery system" in 2007.^[51] Peugeot was the first manufacturer to unveil a fully functioning LMP1 car in the form of the 908 HY at the 2008 Autosport 1000km race at Silverstone.^[52]

Civilian transport[edit]

Bicycles[edit]

On electric bicycles, regenerative braking can be used in principle. However, as of 2023 it is rarely used on bicycles, mainly because it requires a direct-drive hub motor (while many bicycles use a mid-drive motor which drives the chain), and because it cannot be combined with a freewheel mechanism. Also, the amount of energy regenerated is typically too low to be worthwhile.^[53]

Regenerative braking is also possible on a non-electric bicycle. The United States Environmental Protection Agency, working with students from the University of Michigan, developed the hydraulic Regenerative Brake Launch Assist (RBLA).^[54]

Many hybrid electric and fully electric vehicles employ regenerative braking in conjunction with friction braking,^[55] Regenerative braking systems are not able to fully emulate conventional brake function for drivers, but there are continuing advancements.^[56] The calibrations used to determine when energy will be regenerated and when friction braking is used to slow down the vehicle affects the way the driver feels the braking action.^[57][58]

Thermodynamics[edit]

KERS flywheel[edit]

The energy of a flywheel can be described by this general energy equation, assuming the flywheel is the system:

$E_{\text{in}}{E}_{\text{out}}=E_{\text{system}}$

where

• $E_{\text{in}}$ is the energy into the flywheel.
• $E_{\text{out}}$ is the energy out of the flywheel.
• $E_{\text{system}}$ is the change in energy of the flywheel.

An assumption is made that during braking there is no change in the potential energy, enthalpy of the flywheel, pressure or volume of the flywheel, so only kinetic energy will be considered. As the car is braking, no energy is dispersed by the flywheel, and the only energy into the flywheel is the initial kinetic energy of the car. The equation can be simplified to:

$\frac{m{v}^2}{2}=E_{\text{fly}}$

where

• $m$ is the mass of the car.
• $v$ is the initial velocity of the car just before braking.

The flywheel collects a percentage of the initial kinetic energy of the car, and this percentage can be represented by ${}_{\text{fly}}$. The flywheel stores the energy as rotational kinetic energy. Because the energy is kept as kinetic energy and not transformed into another type of energy this process is efficient. The flywheel can only store so much energy, however, and this is limited by its maximum amount of rotational kinetic energy. This is determined based upon the inertia of the flywheel and its angular velocity. As the car sits idle, little rotational kinetic energy is lost over time so the initial amount of energy in the flywheel can be assumed to equal the final amount of energy distributed by the flywheel. The amount of kinetic energy distributed by the flywheel is therefore:

$K{E}_{\text{fly}}=\frac{{}_{\text{fly}}m{v}^2}{2}$

Regenerative brakes[edit]

Regenerative braking has a similar energy equation to the equation for the mechanical flywheel. Regenerative braking is a two-step process involving the motor/generator and the battery. The initial kinetic energy is transformed into electrical energy by the generator and is then converted into chemical energy by the battery. This process is less efficient than the flywheel. The efficiency of the generator can be represented by:

${}_{\text{gen}}=\frac{W_{\text{out}}}{W_{\text{in}}}$

where

• $W_{\text{in}}$ is the work into the generator.
• $W_{\text{out}}$ is the work produced by the generator.

The only work into the generator is the initial kinetic energy of the car and the only work produced by the generator is the electrical energy. Rearranging this equation to solve for the power produced by the generator gives this equation:

$P_{\text{gen}}=\frac{{}_{\text{gen}}m{v}^2}{2t}$

where

• $t$ is the amount of time the car brakes.
• $m$ is the mass of the car.
• $v$ is the initial velocity of the car just before braking.

The efficiency of the battery can be described as:

${}_{\text{batt}}=\frac{P_{\text{out}}}{P_{\text{in}}}$

where

• $P_{\text{in}}=P_{\text{gen}}$
• $P_{\text{out}}=\frac{W_{\text{out}}}{t}$

The work out of the battery represents the amount of energy produced by the regenerative brakes. This can be represented by:

$W_{\text{out}}=\frac{{}_{\text{batt}}{}_{\text{gen}}m{v}^2}{2}$

In cars[edit]

A diagram by the United States Department of Energy (DoE) shows cars with internal combustion engines as having efficiency of typically 13% in urban driving, 20% in highway conditions. Braking in proportion to the useful mechanic energy amounts to 6/13 i.e. 46% in towns, and 2/20 i.e. 10% on motorways.

The DoE states that electric cars convert over 77% of the electrical energy from the grid to power at the wheels.^[59] The efficiency of an electric vehicle, taking into account losses due to the electric network, heating, and air conditioning is about 50% according to Jean-Marc Jancovici^[60] (however for the overall conversion see Embodied energy#Embodied energy in the energy field).

Consider the electric motor efficiency ${}_{\text{eng}}=0.5$ and the braking proportion in towns $p=0.46$ and on motorways $p=0.1$.

Let us introduce ${}_{\text{recup}}$ which is the recuperated proportion of braking energy. Let us assume ${}_{\text{recup}}=0.6$.^[61]

Under these circumstances, $E$ being the energy flux arriving at the electric engine, $E_{\text{braking}}$ the energy flux lost while braking and $E_{\text{recup}}$ the recuperated energy flux, an equilibrium is reached according to the equations

$E_{\text{braking}}=(E+E_{\text{recup}}){}_{\text{eng}}p$ and $E_{\text{recup}}={}_{\text{recup}}{E}_{\text{braking}}$

thus $E_{\text{braking}}=\frac{E{}_{\text{eng}}p}{1{}_{\text{eng}}p{}_{\text{recup}}}$

It is as though the old energy flux $E$ was replaced by a new one $E(1{}_{\text{eng}}p{}_{\text{recup}})$

The expected gain amounts to ${}_{\text{eng}}p{}_{\text{recup}}$

The higher the recuperation efficiency, the higher the recuperation.

The higher the efficiency between the electric motor and the wheels, the higher the recuperation.

The higher the braking proportion, the higher the recuperation.

On motorways, this figure would be 3%, and in cities it would amount to 14%.

See also[edit]

References[edit]

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