Scaling EV Charging Infrastructure With A Little Help From AI

by Rob Hoffman | TTAC Creator

Published: December 2nd, 2025

scaling ev charging infrastructure with a little help from ai

Scaling EV charging infrastructure is no easy task. But Marina Hod, Managing Director Americas at Wevo Energy, appears to be ready for the challenge ahead.

In this episode of The Urban EV Podcast, we discuss the role of AI in optimizing energy use, the importance of smart charging systems, and the future of EV charging technology. Marina shares insights on real-world successes, the integration of EV charging with existing infrastructure, and the significance of distributed energy resources in the evolving energy landscape.

From the challenges of grid stability to the promise of a frictionless EV charging experience, this episode is a roadmap to the future of mobility.

The Urban EV Podcast is about electric vehicle ownership in a city -- and how that can be daunting when you don't have access to a plug. We explore urban charging infrastructure along with the day-to-day experience and economics of public charging your vehicle in a big city.

The TTAC Creators Series tells stories and amplifies creators from all corners of the car world, including culture, dealerships, collections, modified builds and more.

[Image: UKRID/Shutterstock.com]

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Rob Hoffman | TTAC Creator

Exploring EV charging and infrastructure with real stories and expert insights on the future of electric mobility

More by Rob Hoffman | TTAC Creator

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2 of 12 comments

Jalop1991 on Dec 02, 2025

AI = "we don't want to know anything, those days are long gone when smart people made intelligent, thoughtful decisions--no, we're going to drop our brains on the floor and use the modern equivalent of the Magic 8 Ball, because we just don't have time for making carefully considered decisions."

2 Reply
Stellantis Guy on Dec 03, 2025

NO TIME TO COMMENT I AM BUYING CRYPTO

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Amwhalbi My 1972 Mercury Capri was my first stick shift car. God, I miss that thing. It was a blast to drive.
Vid169489471 The technology exists today to produce a variable color temperature (kelvin) LED lamp. It can vary from 2700k that soft orange look to 6500k the bright daylight with the bluish tint.Since everything in a late model car is computer controlled, it would be an easy task to write a few lines of code that enables your vehicle to not only dim down from hi to low beam but to shift color temp down to the 2700k range for oncoming traffic, then back up to 5000k once oncoming traffic has passed. For the operator it would be automatic and seamless. For older cars they could be retrofitted with LEDs that are 2700k on low beam and 5000k on hi beam. As far as standards, there could be a lumens max, and a minimum. Several States already have minimum lumen standards going back to the old incandescent bulbs. Why not update these to national standards.
Jam169859557 More regulation is needed for ALL vehicle lighting systems. [list=1][*]The lighting that is most blinding are the rapidly flashing red, blue and amber lights on emergency vehicles. The lights themselves are blinding, flashing so rapidly that it's impossible for even the sharpest eyes to adjust. What's worse, is the nature of the emergency requires a careful view of the area surrounding the emergency vehicle. There is something going on that needs to be seen. More flashing lights is not the solution.[/*][*]Brighter headlights need to be regulated. The tall riding vehicles do not need headlights positioned so high that they blind drivers in lower riding vehicles. And those heasdlights need to be aimed properly. When I first started driving my 2020 Subaru Outback, many drivers would flash their lights, hoping I would dim my lights. This stopped after I performed am easy adjustment that tilted the beam lower. Late model Subaru headlamps are designed with a sharp cutoff that project less glare above the hood line. When the headlights are properly aimed, other drivers are not blinded by the beam.[/*][*]Customized light assemblies make it more difficult to see the marker lights (tail lamps, turn signals and side marker lamps) that have been tinted. There are many municiple codes that prohibit this tinting, but these laws are seldom enforced.[/*][/list=1]Solutions: Tight controls on emergency vehicle lighting. In trying to make these vehicles more visible, a dangerous side effect is reducing the ability of drivers to see the surrounding perils.Headlight design regulations that reduce the height of the headlight assemblies. Just because a pickup truck has a hood that sits 4 feet abouve the pavement, it does not mean the headlights need to be so high. Owneres should maintain proper adjustments to their vehicle headlights.Establish and enforce regulation requiring a illumination standard be followed.
Stl170698708 as someone who hates big government, and their interference;but you can add me to the list of people that are blinded by the lights.unfortunately "the poop is out of the horse and no way is it going back in"They have had 5 years to make lights bigger, badder and brighter because in the vehicle work it is go big or go home!Trucks are the worst because so many people use them to express their dominance and that is big, big, big $$ both at the Original Purchase and in the Aftermarket world.If, we are so lucky to get some good government regulation on this it will also take some very good Court enforcement to get the aftermarket people with fines and lawsuits.Much like the EPA did with the Diesel Tuner Industry that felt emission regulations didn't apply to them.This is from someone that owns said pickup truck with the same bright headlights,but i only use the truck when I have too and always turn off the Fog lights when driving in traffic.
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