How electric utilities are feeling growing pains from advances in EV technology
Here are the key findings from the EV Growing Pains study on 3,900 EVs.
Rising rates of electric vehicle (EV) adoption across North America, combined with advances in EV batteries and charging technology, will impact electric utility distribution infrastructure at a higher rate than previously projected. New electric vehicles differ greatly from older models, with drastic improvements over the last five years.
To highlight these significant changes, Geotab Energy conducted a study titled “Electric Vehicle Growing Pains,” that analyzed charging and driving data. In the data analysis, we created two segments: one representing what would have been on the road in 2014 and what is currently on the road now.
The data from almost 4,000 electric vehicles sends a clear message: long-range BEVs are a game-changer for electric utilities.
The Electric Vehicle Growing Pains study analyzed 28.9 million miles of driving data from 3,900 EV drivers.
Long-range BEVs have redefined the EV ecosystem
As the fastest-growing vehicle type, long-range battery electric vehicles (BEVs) continue to represent a larger proportion of new EV sales. The long-range BEV has increased in proportion of new electric vehicle sales from 14% in 2014 to 66% in 2019 in the United States.
In fact, 4 of 5 today’s top-selling EVs were not in production in 2014. The Tesla Model 3, which came into production in 2017, accounted for 47% of all new U.S. electric vehicle sales in 2019. Any previous studies, which did not include these vehicles, no longer provide an accurate representation of the impact of today’s EVs.
Long-range BEVs are the most unpredictable and demanding class of electric vehicle from a utility perspective, and account for 66% of new EV sales in the U.S.
Today’s EVs are very different from older models
The single biggest finding in the data study was that long-range BEVs — which are defined as fully electric vehicles with a battery capacity of 50 kWh or greater— are significantly different from other types of EVs. Since they are driven more, and have a larger battery, it is no surprise that they consume twice as much energy.
When comparing the average amount of energy drawn per charge event the 2019 vehicle group was almost exactly double.
Comparison of average energy per charge window for long-range BEVs (kWh) in 2014 and 2019.
What utilities may find surprising is that they aren’t charging over a longer period, the average time spent charging for both vehicle groups was between 3 and 3.5 hours. However, when they are charging they are using twice as much power.
Increasing power usage, combined with the fact that the charging behavior of these EVs is harder to predict, means that utilities are going to have a tougher time integrating these vehicles into their load management programs.
As the long-range BEV category continues to become more popular, the average power per charge will continue to grow.
The increasing impact to the grid at the street level
The biggest risk posed by EVs is at the distribution level of the grid. EV clustering is a trend that shows that EVs may not be distributed evenly across the utility service territory, with the high likelihood of EV owner concentration on a specific street or neighborhood.
To simulate this, five vehicles from each vehicle type were selected at random and their load was combined for a randomly selected day. This would represent the vehicles being charged on the same residential transformer.
The results clearly show that long-range BEVs have significantly higher power draws as this group had an average max power peak of 7.34 kW.
This load curve only represents EV charging and does not include any additional household load or line loss.
It’s not just the vehicles that have changed
Electric vehicle charging technology has evolved to accommodate the needs of newer long-range electric vehicles.
There are two types of charging stations used by EV owners at home:
- Level 1 charging — utilizes a standard 110/120 V plug which can provide up to 1.9 kW of charging power, or approximately 4.5 miles of range per hour. This level is decreasing in popularity simply because it takes too long to fully charge a newer vehicle that has a larger battery.
- Level 2 charging — utilizes a 208-240 V plug and can provide between 2.5 and 19.2 kW of charging power and over 40 miles of range per hour, making them the preferred home charging station.
Not only are Level 2 charging stations becoming more popular, they are also becoming more powerful. In 2014, the most sold EV in the U.S. was the Nissan Leaf, which has a maximum charging capability of 6.6 kW. By comparison, the most sold EV in 2019 was the Tesla Model 3, which has a maximum charging capability of 11.5 kW.
A lot has changed in 5 years, but the next changes will be even greater
Ultimately, the increased battery capacity in newer vehicles has driven all these changes. They made electric vehicles more appealing, increasing overall adoption, and they have a larger impact for utilities.
However, this evolution is just the beginning. The popularity of long-range BEVshave driven down prices, meaning adoption will continue to grow, and there are new vehicles that are entering the market.
One example of the next wave of changes is the introduction of light-duty trucks. The Rivian R1T electric truck that boasts a battery capacity of 180 kWh, which is almost twice the size of any current vehicle in the market.
As the market continues to evolve it will be critical that utilities gather up-to-date data so they can properly manage this increasing load.
Download the full EV Growing Pains study to learn about:
- The importance of territory-specific load profiling
- How to shift EV charging load without Direct Load Control
- Impact of seasonal weather on charging behavior
- Changes in at home versus away charging
- Comparison of driving distances per vehicle type
- Insight on DCFC usage and workplace charging changes
Learn how to profile and manage EV charging load with solutions for electric utilities by Geotab Energy
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Chad Saliba is a Business Development Manager at Geotab Energy.
Geotab's blog posts are intended to provide information and encourage discussion on topics of interest to the telematics community at large. Geotab is not providing technical, professional or legal advice through these blog posts. While every effort has been made to ensure the information in this blog post is timely and accurate, errors and omissions may occur, and the information presented here may become out-of-date with the passage of time.
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