Work Truck Logo
MenuMENU
SearchSEARCH

Employing Essential Data for an Effective Electrification Program

Fleets can get the most out of their EVs by ensuring they have the right data to keep them running efficiently and effectively.

by Staff
October 20, 2021
Employing Essential Data for an Effective Electrification Program

The 2022 Ford E-Transit will be charged at the depot, on the road, and at drivers’ homes. In these varied environments, fleet operators need data and context around state of charge and energy consumption, as well as whether the vehicle is in operation, on a charger, or parked for the night.

Photo: Ford Motor Co.

5 min to read


The world has changed in many ways over the past year, with the surge toward vehicle electrification taking many in the industry by storm. In a short time, many OEMs are predicting a full slate of electric vehicle models, with some pushing for all-electric in less than a decade. But before you run, you need to walk, and in the case of EVs, you need to learn how to effectively manage your vehicles as well as your charging infrastructure.

Ad Loading...

In all, OEMs are either producing or have announced production of more than 119 EV models, an increase of 24% from one year ago, according to the State of Sustainable Fleets 2021 report. The mass production of EVs will inherently bring down costs on not only the vehicles, but the components as well, especially batteries — the lifeblood of the EV movement. Improvements in energy density will also help speed up acceptance, as range anxiety is one of the top concerns for many fleets looking to make the transition.  

Ad Loading...

“Commercial customers are practical,” said Michelle Moody, marketing director for Ford Commercial Solutions, during a session at this year’s Data Driven Experience. “Battery-electric vehicles need to be the right tool to get the job done and they need to provide the lowest total cost of ownership to win at scale.”   

EVs have a bit of an advantage over internal combustion engines. With 30% less parts and reduced maintenance time, fleets will get more out of their vehicles and see a drop in TCO (total cost of ownership).

A Surge in Infrastructure

According to the U.S. Department of Energy’s Alternative Fueling Station Locator, there are more than 43,000 EV stations with a little over 106,000 chargers in the country, from coast to coast. Of those, approximately 5,200 stations also offer fast chargers — something that more fleets will need to get the EV ball rolling at a faster rate.

“Charging infrastructure is growing,” said Moody. “Charging capacity is growing, the speeds are increasing, and it’s beginning to grow beyond where we've seen a high concentration of interest in places like California, to more cities, as everyone begins to think about how to improve air quality and reduce carbon emissions.”

And with all the smart technology baked into almost all emerging technologies, there is a lot of information available to the fleets that are savvy enough to utilize it.

Ad Loading...

Understanding the Data and What’s ‘Driving’ It

Electric vehicles offer a wide range of benefits as well as challenges, which can include understanding each vehicle’s state of charge and how your drivers and their behavior can affect this.

“In order to operate a fleet like this you need data and real context around your state of charge, whether the vehicle is in operation, on a charger, or parked for the night,” said Moody. “You need to understand energy consumption and driver behavior so that you can optimize your vehicle range.”

A keen understanding of charging infrastructure is also important: Where are they located? How do you pay for charging? How will drivers be reimbursed? This is much different than fueling a gas- or diesel-powered vehicle, which is why you must properly manage these elements to get the most out of your electrified fleet. The weather can also affect charging schedules, and chargers can be programmed to precondition an EV each morning, such as warming the internal cabin on cold, wintery mornings. This allows the vehicle to get the most out of its overnight charge, as it is still “fueling” while it preps for the day.

The location of the charger can also determine the best time — or times — to recharge the vehicle. Working with your infrastructure solution provider can help when not only planning the installment of chargers, but how to gain better insight into the data that can help develop your charging strategy. Energy usage reports give fleet managers a better understanding of which EVs need the most charging, what times are most effective for charging, and how to maximize each vehicle’s usage and support continual uptime.

Notifications can also be set up so that fleet managers can alert the driver if they need to take certain actions to ensure their vehicle gets a full charge and can support their planned — or unplanned — daily routes. The last thing a fleet manager needs is a call from a driver that his or her EV ran out of “gas.” These alerts can also help drivers locate a charger in an emergency situation.

Ad Loading...

“Notification alerts will be really a critical part of the user experience,” said Moody. “And then you're going to need to know if the vehicle wasn't plugged in. Did the driver arrive home at night, kids come running out with an exciting story and forget to plug the vehicle in?”

Ford will provide fleets tools to optimize range including alerts when the vehicle is low on charge or not charging when you expect as well as a live map with graphical overlay for the real-time range of the vehicle and Ford Blue Oval charge network locations.

To properly manage and enhance range, fleet managers need a keen understanding of the distance each vehicle drives on a daily basis. For some, this might be easy, since their drivers have dedicated routes each and every day. Or, in terms of last-mile delivery fleets, there is an area they cover that can be used to calculate the routes.

But other factors can impact range, including the temperature and weather, as well as any load a vehicle could be carrying, which in some cases could include towing a trailer. The geography each driver must cover, whether hilly or flat, can also affect vehicle range.

Understanding driver behavior can also influence EV range. For example, an aggressive driver who brakes or accelerates aggressively can further reduce range. And while idling in an EV does not have negative environmental consequences, it can unnecessarily reduce battery range. Monitoring driver behavior through telematics solutions will be an important tool for fleet managers when attempting to optimize vehicle range.

Ad Loading...

Doing Your Homework

Beginning any fleet-focused program starts with good, solid research, not only in terms of vehicle and infrastructure selection, but vehicle monitoring as well. Before dipping your toes into the vehicle electrification pond, make sure you perform your due diligence and prepare yourself, your drivers, and your fleet for the next steps.

This article appeared in the 2021 Connected Fleet Guide, which offers resources to turn connected car data into actionable insights to foster safer and more efficient fleets.

Download the guide to read all articles now!

Originally posted on Automotive Fleet

Subscribe to Our Newsletter

More Sustainability

Blue Republic Services McNeilus Volterra ZSL electric refuse truck parked outside a facility, with Republic Services branding and “This truck runs on electricity” displayed on the body.
Sustainability•October 6, 2026

What Republic Services Learned Moving Electric Trucks Beyond the Pilot

With 250 electric refuse trucks now in service, Republic Services is learning that scaling a new powertrain depends as much on routes, drivers, technicians, and daily operations as it does on the truck itself.

Read More →
City Harvest Volvo VNR Electric refrigerated box truck featuring green “Fully Charged to Feed NYC” graphics and messaging highlighting 100% electric, zero-emissions operation.
Sustainability•by News/Media Release•September 29, 2026

City Harvest Begins Using Volvo VNR Electric Trucks to Rescue Food Across New York City

Volvo Trucks North America and the Bronx Is Breathing project team handed over three new Volvo VNR Electric trucks to City Harvest, which will use the trucks to rescue and deliver food throughout the Bronx and across all five boroughs of New York.

Read More →
Three Volvo executives pose with a 2027 International Truck of the Year trophy in front of a teal Volvo FH truck, with two giving thumbs-up gestures.
Sustainability•by News/Media Release•September 22, 2026

Volvo Trucks Wins International Truck of the Year 2027 for its Global Electric Range

Volvo Trucks' global heavy-duty electric range has been named International Truck of the Year 2027. Since 2019, more than 7,000 electric Volvo trucks have driven more than 310 million miles worldwide.

Read More →
Ad Loading...
FFC one day pass announce
Sustainability•by Staff•September 15, 2026

Fleet Forward Conference Introduces One-Day Passes for 2026

New one-day registration gives fleet professionals the flexibility to attend Tuesday, Wednesday, or Thursday, with passes available for $199 through Sept. 18.

Read More →
Catalyst Mobility logo displayed over an image of an electric commercial truck connected to a charging station inside a facility.
Sustainability•by News/Media Release•September 14, 2026

CALSTART Rebrands as Catalyst Mobility, Will Combine with Forth in 2027

CALSTART has rebranded as Catalyst Mobility and will combine with Forth at the start of 2027. The new organization said it is poised to become one of the world's largest, strongest, and most impactful clean transportation nonprofits.

Read More →
Aerial view of a New York-New Jersey port terminal with shipping containers and cranes, overlaid with CALSTART and Port Authority of NY & NJ logos.
Sustainability•by News/Media Release•September 9, 2026

Electric Truck and Charging Programs to Boost Sustainability at NY & NJ Ports

Together, the Port Authority of New York and New Jersey and CALSTART will electrify drayage and terminal operations serving the East Coast’s busiest container port. A pair of incentive programs totaling $45 million has launched to accelerate adoption of zero-emission drayage trucks and terminal tractors.

Read More →
Ad Loading...
Conceptual map showing multiple energy paths, including electric, gasoline, propane, and other fuels, converging at the same operational goal.
Sustainability•by Lauren Fletcher•September 3, 2026

The Smart Way to Build a Mixed-Energy Fleet Isn’t About Picking a Side

Mixed-energy fleets aren’t about picking a winning fuel. Sarah Booth of WEX explains how vehicle data, duty cycles, charging strategy, and real-world costs can help fleets choose the right energy source for each job.

Read More →
White dual-axle enclosed equipment trailer with side access doors and a spare tire, parked in a desert landscape with mountains in the background.
Sustainability•by News/Media Release•September 2, 2026

Xos Hub Surpasses One Gigawatt-Hour of Energy Delivered in the Field

A single Xos Hub has surpassed one gigawatt-hour of energy across more than 33,600 charging sessions in the field, demonstrating performance that supports Xos' expansion across new products and markets.

Read More →
Carrier Transicold Vector 8200 refrigeration unit mounted on a refrigerated trailer outside a distribution facility with loading docks and additional refrigerated trucks.
Sustainability•September 1, 2026

Carrier Transicold Launches All-Electric Vector 8200 TRU for Diesel-Free On-Site Cold Storage

Carrier Transicold’s first engineless multi-temperature TRU helps fresh- and frozen-food fleets add supplemental cold storage capacity during seasonal peaks.

Read More →
Ad Loading...
Three compact white utility trucks parked in a row on a paved lot, surrounded by trees, with large windshields, enclosed cabs, and amber warning lights.
Sustainability•by News/Media Release•August 21, 2026

Narro Trucks Introduces Electric Utility Vehicle

Narro Trucks officially launched its operations on Aug. 20 and hosted a ride and drive to showcase its electric truck, which will be produced in Virginia.

Read More →