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Ford’s EV+ feature learns frequent destinations and adjusts hybrid powertrain to deliver more electric-only driving

Ford has developed EV+, a patent-pending feature that helps hybrids and plug-in hybrids learn frequent destinations, and then deliver more driving time in electric-only mode. EV+ is part of SmartGauge and is a standard feature on the Ford plug-in hybrids, C-MAX Energi and Fusion Energi, along with the hybrid versions of Fusion and C-MAX.

EV+ combines the built-in GPS of Ford SYNC with proprietary software algorithms developed by Ford engineers to learn frequent destinations. Once frequent destinations have been learned—such as home parking locations—EV+ adjusts how the electric power stored in the vehicle’s high-voltage battery is used to power the vehicle. If EV+ determines the vehicle is nearing a frequent destination, it has the capability to remain in electric-only mode.

We know from our research that hybrid drivers want to drive as often as they can in electric-only mode, especially near their home or frequently visited locations. We already have a GPS unit in every Ford with SYNC, so really it was just a matter of tapping into that the right way. This is one of the first examples of how we’re looking to make the car smarter, by leveraging on board data to provide features and services that add value to the driving experience.

—Kevin Layden, Ford director of Electrification Programs and Engineering

EV+ was developed by two Ford engineers: Ken Frederick, HEV powertrain calibration engineer, and Matt Smith, product design engineer. They are the authors of the patent application that was recently published by the US Patent & Trademark Office.

When engaged, EV+ uses onboard GPS equipment and predictive software algorithms written by Frederick and Smith to learn the latitude and longitude of a vehicle and identify locations that are visited on a frequent basis, such as home and work. The feature can be disabled and the data erased at the push of a button.

When the feature identifies frequent destinations, the way electric power is used changes. Specifically, when within a radius of 1/8 mile, or 200 meters, of a frequent stop, the vehicle has increased capability to stay in electric-only mode, the internal combustion engine stays off, and an “EV+” light appears on the dashboard.

Originally, the plan was to develop a way for vehicles to collect and digest vast amounts of information to predict and adjust to different driving demands. The team quickly discovered that collecting and analyzing the vast amounts of data needed to make such predictions would require an immense hardware and software system—one that would demand too many resources, both in terms of initial development and inside each vehicle.

A breakthrough came, say Smith and Frederick, when they developed a way to reach their goal without the need to collect and store droves of information. Instead, their answer was to engineer a way to analyze incoming GPS information and control distribution of a vehicle’s power based on those data.

We realized that harnessing data already available was the way we could achieve our goal of improving the entire hybrid vehicle driving experience. Once we had access to the data, we applied machine learning principles to predict frequently visited locations that would determine what powertrain controls should be applied to achieve our goal.

—Ken Frederick

The SYNC communications and entertainment system enables voice-activated communication through a driver’s mobile phone and interaction with the car’s audio system. Every new Ford with SYNC has GPS equipment built into the SYNC module. Among its many features and options, SYNC provides location-based services, such as turn-by-turn directions, and now shares GPS coordinates with EV+.

Additionally, SYNC uses GPS to relay information about vehicle location to emergency personnel in the event of an accident through 911 Assist when the feature is properly activated.

EV+ joins a growing list of roughly 500 hybrid-specific patents Ford has accumulated in the last 20 years. Patents include everything from the leaves on the cluster screen of SmartGauge and the hands-free liftgate of the C-MAX Hybrid and C-MAX Energi to an available EV-only mode button that allows customers to access electric power on-demand.




This is a bit like an idea I had where you learn the destinations and make sure you save some E power available for the ends of journeys, and don't just blow it all off on the first 12 miles.

The theory being that many journeys have fast zones and slow zones (in slow traffic). EVs are more efficient (than ICEs) in the slow zones so it makes sense to keep some KwH for these zones.
This would work well for daily commutes where the start and end points are known and fixed, and the time of journey is more or less fixed. Not so good for random or variable journeys.

The trick is to use the battery for the slow, stop/start bits and the ICE for the fast, continuous bits.


I'm quite surprised that this merits patent protection. There has been information on the web for about 5 years relating to GPS awareness and its ability to decrease the use of range-assist or other electrical energy. (
What's next? Patenting the idea of extending range by driving slower?


citizen. Most patents are useless PR stunts. Add that the patent lawyers are neither smart or honest, and you have a lot of useless stuff done.

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