Many EV drivers carry over habits from driving gasoline cars when they charge EVs, but that leads to wasted time, inconvenience, and range anxiety, according to a new study.
Professors Frances Sprei of Sweden’s Chalmers University and Willett Kempton of the University of Delaware are EV technology and usage experts. They interviewed EV users in both Sweden and the US and found unanticipated and previously unreported EV charging habits and ideas.
Their study, “Mental models guide electric vehicle charging,” in April’s edition of the peer-reviewed journal Energy, found that novice EV drivers, and even those who had months of EV driving experience, use a “monitor gauge” mental model: They monitor the battery charge gauge while driving, and when the gauge is low, head to an EV charging station to recharge, as a gas car driver would at a gas station.
In contrast, the study found that a few experienced EV drivers had developed a strategy of using a trigger event to spur them to plug in their EV.
Kempton said:
Some of the more sophisticated EV users had picked a repeating event that happens at a place they can plug in and at a time or event lasting several hours. This is commonly when returning home at the end of the day or arriving at work.
A few people had selected unexpected triggers, such as shopping, and for one, when walking his dog in the evening.
Users with the “event-triggered” mental model respond to their selected event by plugging in without the need to make decisions on a daily basis. This model means that the driver will likely plug in even if it’s not needed, but interviewees’ feedback suggested that’s worth it not to have to make charging decisions:
“Which trips do I need to take tomorrow?”
“Are tomorrow’s trips less than the miles shown on the gauge now?”
“How likely is an unexpected trip tomorrow?”
The researchers also found a “planning” mental model for taking road trips in an EV. This third model is used only when a driver needs to take a trip longer than their battery range, so they have to plan for DC fast charging availability. Most drivers take longer road trips just a few days a year, but, the authors note, DC fast charging consumes most of the attention in planning EV charging station infrastructure.
The article points out that the problem with using the old “monitor gauge” model is that EV recharging and gasoline refueling require different strategies.
Refueling with gasoline takes only a few minutes, and one has to drive to or stop at a gas station.
By contrast, it can take hours to charge an EV with a Level 1 or 2 charger, and that can be done at home, work, or other places where one is parked anyway. If recharging is started at the right time and place, it takes only seconds to plug in.
Thus, each mental model is well adapted for one fuel but not the other.
Experienced EV drivers who had developed the “event-triggered” model didn’t complain about range anxiety, inconvenience, or waiting to charge. Rather, the study quotes them saying the following about charging:
“[Recharging] is very practical … Even if you do it every day, it’s a routine thing.”
“The EV is much more convenient … You just put a cord in the wall instead of having to drive to a gas station and refuel and so on.”
“It was pretty nice not to have to refuel. Or rather, one refuels every evening. But one doesn’t have to think about it other times, somehow.”
Sprei said, “One of the implications of our results is that prospective EV buyers, as well as policymakers, should focus on securing access to charging close to home. If you are an EV buyer, you are not just buying a car.”
She added, “The old ‘monitor gauge’ mental model may also lead to a suboptimal oversizing of batteries that causes higher purchasing costs and excess vehicle weight.”
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EQORE, a distributed battery storage startup based in Somerville, Massachusetts, has raised $1.7 million in seed funding to help industrial buildings tackle rising electricity costs. The round was oversubscribed and includes backing from the Massachusetts Clean Energy Center (MassCEC), Henry Ford III of Ford Motor Company, and Jonathan Kraft of The Kraft Group.
The timing couldn’t be more relevant. Data centers are booming, and that demand is slamming an already stressed grid. Big, utility-scale batteries help at the grid level, but they can’t fix the bottlenecks happening on local distribution networks. That’s where onsite storage steps in — storing energy when demand is low and discharging it when demand spikes, which helps stabilize costs for both the grid and the businesses using it.
MassCEC’s head of investments, Susan Stewart, said, “What excites us the most about EQORE’s technology is the dual impact: grid support and customer savings.” She noted that commercial and industrial buildings are ideal hosts for battery storage, but haven’t gotten much attention until now. “EQORE is closing that gap.”
Investor Randolph Mann highlighted what makes the company stand out: “By uniting advanced controls with high‑resolution metering and true end‑to‑end service, EQORE finally makes commercial behind-the-meter storage effortless and financially compelling for businesses.”
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EQORE comes out of MIT’s Sandbox program and delta v accelerator and is currently part of the Harvard Climate Entrepreneurs Circle incubator. CEO and cofounder Valeriia Tyshchenko, a third‑generation engineer from Ukraine and MIT graduate, said the new funding will help the company scale alongside its existing revenue.
With the seed round closed, EQORE plans to grow its team and ramp up battery deployments at energy-intensive manufacturing facilities. The company doesn’t just install batteries; it operates them. Its autonomous software shifts when a facility uses power based on market conditions and utility incentives, reshaping load in real-time without disrupting operations.
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Hyundai took the sheets of its new off-road electric SUV, the Crater Concept, at the LA Auto Show. Here’s our first look at the compact off-roader.
Meet Hyundai’s new off-road SUV, the Crater Concept
We knew it was coming after Hyundai teased the off-road SUV earlier this week, hidden under a drape. Hyundai took the sheets off the Crater Concept at the LA Auto Show on Thursday, giving us our first real look at the rugged off-roader.
Hyundai refers to it as a compact off-road SUV that’s inspired by extreme events. The concept was brought to life at the Hyundai America Technical Center in Irvine, California.
The off-road SUV draws design elements from Hyundai’s Extra Rugged Terrain (XRT) models, such as the IONIQ 5 XRT, Santa Cruz XRT, and the new Pallisade XRT Pro.
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Although it’s a concept, Hyundai said the Crater Concept is a testament to its commitment to designing future XRT vehicles that are more functional, more capable, and more emotional.
The Hyundai Crater off-road SUV Concept (Source: Hyundai)
“CRATER began with a question: ‘What does freedom look like?’ This vehicle stands as our answer,” Hyundai’s global design boss, SangYup Lee said.
The off-road SUV features Hyundai’s new Art of Steel design theme, first showcased on the THREE concept at the Munich Motor Show in September.
The Hyundai Crater Concept (Source: Hyundai)
Hyundai said the design team was guided by one clear goal: To create a rugged and capable vehicle that’s designed to go anywhere. The Crater Concept embodies that vision with added wide skid plates, 33″ off-road tires, limb risers, rocker panels, and a roof platform.
Hyundai designed the interior for “tech-savvy adventure seekers,” with a singular design centered around a high-brow crash pad that stretches across the dashboard.
The Hyundai Crater Concept (Source: Hyundai)
The concept also swaps the traditional infotainment setup for a head-up display that spans the entire front window, which Hyundai said includes a live rearview camera.
Hyundai’s off-roader includes a new Off-Road Controller for front and rear locking differentials, as well as a terrain selector with modes including Sand, Snow, and Mud. Other off-road features include downhill brake control, trailer brake control, a compass, and an altimeter.
Although Hyundai said it was electric, it didn’t reveal any further details about the powertrain. The off-road SUV could be a battery-electric or fuel-cell-electric vehicle.
Like the new Nexo, Hyundai’s hydrogen fuel cell vehicle, the concept features “HTWO” lamps exclusive to its FCEVs.
Earlier this week, the design team at Hyundai Design North America also introduced its new design and ideation studio codenamed “The Sandbox.” The creative design studio is set to serve as a global hub for future XRT vehicles and gear.
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OpenAI is partnering with Taiwan’s Foxconn, the world’s largest contract electronics manufacturer, to design and build artificial intelligence data center components in the U.S., the AI startup’s latest announcement tied to its massive infrastructure development plans.
While no financial terms were disclosed, OpenAI said in Thursday’s announcement that it will have early access to evaluate the systems Foxconn produces, and the option to purchase them. The companies said the goal is to accelerate the deployment of infrastructure while securing long-term U.S. capacity.
Under the agreement, OpenAI and Foxconn will co-develop multiple generations of AI servers in parallel, while manufacturing core components like power, networking, and cooling systems at Foxconn’s U.S. facilities. The company’s website says it has factories in Wisconsin, Ohio, Texas, Virginia and Indiana.
“This partnership is a step toward ensuring the core technologies of the AI era are built here,” OpenAI CEO Sam Altman said in a statement, calling AI infrastructure a “generational opportunity to reindustrialize America.”
OpenAI has been on a dealmaking blitz of late with many of the world’s largest technology companies, and has announced spending commitments of roughly $1.4 trillion, raising concerns about whether the startup will ever generate enough profit to justify those investments. Altman said earlier this month that the company will hit $20 billion in annualized revenue by the end of this year and hundreds of billions by 2030.
Prior deals include a $100 billion announced — but unfinalized — agreement with Nvidia for the chipmaker to invest in OpenAI in phases as the company builds out infrastructure. OpenAI also has cloud partnerships with Microsoft, Google and Amazon and hefty compute buildout commitments with Oracle.
Foxconn adds a manufacturing layer, further localizing OpenAI’s supply chain and potentially speeding the pace of deployment. The company is best known for assembling Apple’s iPhones but has expanded into AI and automotive manufacturing. It builds server racks tailored for AI workloads and is a key global supplier to Nvidia, the dominant player in high-end AI chips.
“Foxconn is uniquely positioned to support OpenAI’s mission with trusted, scalable infrastructure,” said Chairman Young Liu.
But the company has a checkered history in the U.S. In 2018, Foxconn broke ground on what was supposed to be a massive factory in Wisconsin for making flat-panel displays. That project was a failure, and is now the site of an AI data center being built by Microsoft.