Just in time for the holiday season, published charts detail the effect of cold weather on the battery range of Nissan Leaf and Chevy Volt electric cars.

Think "range shrinkage" ?

The data comes courtesy of FleetCarma, the Canadian company whose app –MyCarma – tracks vehicle operation for fleet managers and a small number of private owners.

Batteries and drivers like 70 degrees F??

The firm compiled data from more than 7,000 Nissan Leaf trips to determine how temperature affected the cars' real-world battery range.

Data includes drivers using cabin heat in the winter, and air conditioning in the summer to reflect actual conditions..

As FleetCarma notes, the comfort zone for drivers seems to be a cabin temperature of 60 to 75 degrees F (15 to 24 degrees C).

Lithium-ion batteries lose performance at the same temperature extremes where driver preferences to stay around 70 degrees come into play.

Fast degradation of the air-cooled Nissan Leaf battery pack in a small number of extremely high-temperature locations, especially Phoenix, Arizona, is leading the world's highest-volume electric-car company toward deploying a more heat-tolerant battery chemistry as early as April 2014.

Fewer Volt data points??

The data set for Chevy Volt range-extended electric cars used by FleetCarma was smaller, at about 4,000 data points, as the analysts excluded trips taken when the temperature fell below 25 degrees F (-4 degrees C).

Below that temperature, the Volt periodically runs the combustion engine, which distorts results based on continuous battery range alone.

FleetCarma charted the best range results alongside the averages, showing that some Volt hypermilers were able to increase electric range more than 30 percent over others--achieving about 60 miles vs. 45 miles (roughly 95 vs. 70 km).

Shockingly, Leaf hypermilers sometimes beat the averages by 60 percent, garnering 120 miles of range against 75 miles (195 km vs 120 km) for the mere mortals among their peer group. One wonders whether a ski hill was involved.

No substitute for real-world results??

Development engineers at Nissan and Chevrolet closely studied their batteries' behaviour in different temperatures in the test lab – but they could only get limited data from their own extreme-weather testing as to how that would affect battery range across the very wide spectrum of driver behaviours.?These kinds of data gathered by FleetCarma will help automakers fine-tune future development efforts, as there's simply no substitute for large sets of field data.?No verification protocol – however rigorous – can provide the breadth and quality of feedback that comes from widespread deployment. Happily, FleetCarma's charts provide exactly that information.

Hint of Big Data to come???

Ford is known to have embraced Big Data early, and its competitors are surely following suit. But while each carmaker would probably love to track all of their customers' driving habits, the post-Snowden era could produce a backlash over the privacy implications.

This may open a niche for arm's-length, third-party vehicle monitoring services like FleetCarma, Automatic, Zubie, and others, which serve an opt-in clientele that wants to monitor their own driving habits.?(In this sense, it's conceivable that some vehicle-monitoring service vendors might get absorbed into automotive market research firms such as IHS or Hedges & Company.)?So whether you celebrate Christmas, Hanukkah, Kwanzaa, Festivus, or nothing at all this holiday season, if you're driving on plug power, be aware of the temperature – and plan accordingly.

The complete release can be found here: http://www.greencarreports.com/news/1089160_nissan-leaf-chevy-volt-range-loss-in-winter-new-data-from-canada

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"FleetCarma, a division of CrossChasm, focuses on helping fleet managers make better purchasing decisions through the use of predictive Total Cost of Ownership"