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EVI-Pro Lite EV Load Forecasting helps utilities model EV charging infrastructure, grid load shapes, and resilient energy systems, factoring home, workplace, and public charging behavior to inform planning, capacity upgrades, and flexible demand strategies.

Key Points

A NREL tool projecting EV charging demand and load shapes to help utilities plan the grid and right-size infrastructure.

✅ Visualizes weekday/weekend EV load by charger type.

✅ Tests home, workplace, and public charging access scenarios.

✅ Supports utility planning, demand flexibility, and capacity upgrades.

As electric vehicles (EVs) continue to grow in popularity, utilities and community planners are increasingly focused on building resilient energy systems that can support the added electric load from EV charging, including a possible EV-driven demand increase across the grid.

But forecasting the best ways to adapt to increased EV charging can be a difficult task as EV adoption will challenge state power grids in diverse ways. Planners need to consider when consumers charge, how fast they charge, and where they charge, among other factors.

To support that effort, researchers at the National Renewable Energy Laboratory (NREL) have expanded the Electric Vehicle Infrastructure Projection (EVI-Pro) Lite tool with more analytic capabilities. EVI-Pro Lite is a simplified version of EVI-Pro, the more complex, original version of the tool developed by NREL and the California Energy Commission to inform detailed infrastructure requirements to support a growing EV fleet in California, where EVs bolster grid stability through coordinated planning.

EVI-Pro Lite’s estimated weekday electric load by charger type for El Paso, Texas, assuming a fleet of 10,000 plug-in electric vehicles, an average of 35 daily miles traveled, and 50% access to home charging, among other variables, as well as potential roles for vehicle-to-grid power in future scenarios. The order of the legend items matches the order of the series stacked in the chart.

Previously, the tool was limited to letting users estimate how many chargers and what kind of chargers a city, region, or state may need to support an influx of EVs. In the added online application, those same users can take it a step further to predict how that added EV charging will impact electricity demand, or load shapes, in their area at any given time and inform grid coordination for EV flexibility strategies.

“EV charging is going to look different across the country, depending on the prevalence of EVs, access to home charging, and the kind of chargers most used,” said Eric Wood, an NREL researcher who led model development. “Our expansion gives stakeholders—especially small- to medium-size electric utilities and co-ops—an easy way to analyze key factors for developing a flexible energy strategy that can respond to what’s happening on the ground.”

Tools to forecast EV loads have existed for some time, but Wood said that EVI-Pro Lite appeals to a wider audience, including planners tracking EVs' impact on utilities in many markets. The tool is a user-friendly, free online application that displays a clear graphic of daily projected electric loads from EV charging for regions across the country.

After selecting a U.S. metropolitan area and entering the number of EVs in the light-duty fleet, users can change a range of variables to see how they affect electricity demand on a typical weekday or weekend. Reducing access to home charging by half, for example, results in higher electric loads earlier in the day, although energy storage and mobile charging can help moderate peaks in some cases. That is because under such a scenario, EV owners might rely more on public or workplace charging instead of plugging in at home later in the evening or at night.

“Our goal with the lite version of EVI-Pro is to make estimating loads across thousands of scenarios fast and intuitive,” Wood said. “And if utilities or stakeholders want to take that analysis even deeper, our team at NREL can fill that gap through partnership agreements, too. The full version of EVI-Pro can be tailored to develop detailed studies for individual planners, agencies, or utilities.”

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BC EV Charging Network Funding accelerates CleanBC goals with new public fast-charging stations, supporting ZEV adoption, the Electric Highway, and rebates, lowering fuel costs and emissions across British Columbia under the Clean Transportation Action Plan.

Key Points

Funding to expand fast-charging stations, grow ZEV adoption, and advance CleanBC and the Electric Highway.

✅ $26M funds ~250 public fast-charging stations.

✅ Supports Electric Highway and remote access.

✅ Drives ZEV sales under CleanBC targets.

As British Columbians are embracing zero-emission vehicles faster than any other jurisdiction in Canada, the Province is helping them go electric with new incentives and $26 million in new funding for public charging stations.

“British Columbians are switching to clean energy and cleaner transportation in record numbers as part of our CleanBC plan and leading Canada in the transition to zero emission vehicles,” said Josie Osborne, Minister of Energy, Mines and Low Carbon Innovation, on Tuesday. “The new funding we are announcing today to expand B.C.’s public charging network will help get more EVs on the road, reduce our reliance on fossil fuels, and lower fuel costs for people.”

The Province’s newly released annual report about zero-emission vehicles (ZEV) shows they represented 18.1% of new light-duty passenger vehicles sold in 2022 – the highest percentage for any province or territory. To support British Columbians’ transition to electric vehicles and to help industry lower its emissions, year-end funding of $26 million will go toward the CleanBC Public Charging Program for light-duty vehicle charging.

The new funding will support approximately 250 more public light-duty fast-charging stations, including stations to complete the B.C. Electric Highway, a CleanBC Roadmap to 2030 commitment that will make recharging easier in every corner of the province.

The 2022 ZEV Update report highlights CleanBC Go Electric rebates and programs that have helped drive growth in the number of electric vehicles in B.C. The number of registered light-duty EVs rose from 5,000 in 2016 to more than 100,000 today – a 1,900% increase in the past six years. Last year, 30,004 zero-emission vehicles were bought in B.C., beating the previous record of 24,263 in 2021.

In addition, the report outlines progress in the installation of public charging stations across British Columbia, supported by B.C. Hydro expansion, which now has one of the largest public charging networks in Canada, with more than 3,800 charging stations at the end of 2022. That compares to just 781 charging stations in 2016.

The CleanBC Roadmap to 2030, released in 2021, details a range of expanded actions to accelerate the switch to cleaner transportation, including strengthening the Zero-Emission Vehicles Act to require 26% of light-duty vehicle sales to be ZEV by 2026, 90% by 2030 and 100% by 2035 – five years ahead of the original target, and implementing the Clean Transportation Action Plan.

George Heyman, Minister of Environment and Climate Change Strategy, said: “Transportation accounts for about 40% of emissions in B.C., which is why we are committed to accelerating requirements for ZEVs and setting new standards for medium- and heavy-duty vehicles. To support this uptake, we continue to expand B.C.’s electric vehicle charging network, including faster EV charging options, with a target of having 10,000 public EV charging stations by 2030.”

Blair Qualey, President and CEO, New Car Dealers Association of BC, said: “B.C.’s new car dealers are proud to be involved in a true partnership that has been so instrumental in B.C. establishing and maintaining a leadership position in zero-emission vehicle adoption. Ongoing investments that continue to support the CleanBC Go Electric rebate program, including home and workplace charging rebates, and the availability of adequate charging infrastructure for consumers and businesses will be critical to the Province meeting its ZEV mandate targets, while also creating the promise of a greener and stronger economic future for British Columbians.”

Harry Constantine, President, Vancouver Electric Vehicle Association, said: “Expanding the buildout of the Electric Highway and establishing a network of charging stations are critical steps for moving the adoption of electric vehicles forward as demand ramps up across B.C. This stands to benefit all British Columbians, including remote communities. We are very pleased to see the Province investing in these measures.”

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EV Battery Manufacturing Emissions debunk viral claims with lifecycle analysis, showing lithium-ion production CO2 depends on grid mix and is offset by zero tailpipe emissions and renewable-energy charging over typical vehicle miles.

Key Points

EV lithium-ion pack production varies by grid mix; ~1-2 years of driving, then offset by zero tailpipe emissions.

✅ Battery CO2 depends on electricity mix and factory efficiency.

✅ 75 kWh pack ~4.5-7.5 t CO2; not equal to 8 years of driving.

✅ Lifecycle analysis: EVs cut GHG vs gas, especially with renewables.

Electric vehicles are touted as an environmentally friendly alternative to gasoline powered cars, but one Facebook post claims that the benefits are overblown, despite fact-checks of charging math to the contrary, and the vehicles are much more harmful to the planet than people assume.

A cartoon posted to Facebook on April 29, amid signs the EV era is arriving in many markets, shows a car in one panel with "diesel" written on the side and the driver thinking "I feel so dirty." In another panel, a car has "electric" written on its side with the driver thinking "I feel so clean."

However, the electric vehicle is shown connected to what appears to be a factory that’s blowing dark smoke into the air.

Below the cartoon is a caption that claims "manufacturing the battery for one electric car produces the same amount of CO2 as running a petrol car for eight years."

This isn’t a new line of criticism against electric vehicles, and reflects ongoing opinion on the EV revolution in the media. Similar Facebook posts have taken aim at the carbon dioxide produced in the manufacturing of electric cars — specifically the batteries — to make the case that zero emissions vehicles aren’t necessarily clean.

Full electric vehicles require a large lithium-ion battery to store energy and power the motor that propels the car, according to Insider. The lithium-ion battery packs in an electric car are chemically similar to the ones found in cell phones and laptops.

Because they require a mix of metals that need to be extracted and refined, lithium-ion batteries take more energy to produce than the common lead-acid batteries used in gasoline cars to help start the engine.

How much CO2 is emitted in the production depends on where the lithium-ion battery is made — or specifically, how the electricity powering the factory is generated, and national electricity profiles such as Canada's 2019 mix help illustrate regional differences — according to Zeke Hausfather, a climate scientist and director of climate and energy at the Breakthrough Institute, an environmental research think tank.

Producing a 75 kilowatt-hour battery for a Tesla Model 3, considered on the larger end of batteries for electric vehicles, would result in the emission of 4,500 kilograms of CO2 if it was made at Tesla's battery factory in Nevada. That’s the emissions equivalent to driving a gas-powered sedan for 1.4 years, at a yearly average distance of 12,000 miles, Hausfather said.

If the battery were made in Asia, manufacturing it would produce 7,500 kg of carbon dioxide, or the equivalent of driving a gasoline-powered sedan for 2.4 years — but still nowhere near the eight years claimed in the Facebook post. Hausfather said the larger emission amount in Asia can be attributed to its "higher carbon electricity mix." The continent relies more on coal for energy production, while Tesla’s Nevada factory uses some solar energy. 

"More than half the emissions associated with manufacturing the battery are associated with electricity use," Hausfather said in an email to PolitiFact. "So, as the electricity grid decarbonizes, emissions associated with battery production will decline. The same is not true for sedan tailpipe emissions."

The Facebook post does not mention the electricity needs and CO2 impact of factories that build gasoline or diesel cars and their components. 

Another thing the Facebook post omits is that the CO2 emitted in the production of the battery can be offset over a short time in an electric car by the lack of tailpipe emissions when it’s in operation. 

The Union of Concerned Scientists found in a 2015 report that taking into account electricity sources for charging, which have become greener in all states since then, an electric vehicle ends up reducing greenhouse gas emissions by about 50% compared with a similar size gas-powered car.

A midsize vehicle completely negates the carbon dioxide its production emits by the time it travels 4,900 miles, according to the report. For full size cars, it takes 19,000 miles of driving.

The U.S. Energy Department’s Office of Energy Efficiency and Renewable Energy also looked at the life cycle of electric vehicles — which includes a car’s production, use and disposal — and concluded they produce less greenhouse gases and smog than gasoline-powered vehicles, a conclusion consistent with independent analyses from consumer and energy groups.

The agency also found drivers could further lower CO2 emissions by charging with power generated by a renewable energy source, and drivers can also save money in the long run with EV ownership. 

Our ruling
A cartoon shared on Facebook claims the carbon dioxide emitted from the production of one electric car battery is the equivalent to driving a gas-powered vehicle for eight years.

The production of lithium-ion batteries for electric cars emits a significant amount of carbon dioxide, but nowhere near the level claimed in the cartoon. The emissions from battery production are equivalent to driving a gasoline car for one or two years, depending on where it’s produced, and those emissions are effectively offset over time by the lack of tailpipe emissions when the car is on the road. 

We rate this claim Mostly False.    

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Electric Vehicles deliver longer range, faster charging, and broader price options, with incentives and lease deals reducing costs; evaluate performance, home charging, road trip needs, and vehicle types like SUVs, pickups, and vans.

Key Points

Electric vehicles are battery-powered cars that cut costs, boost performance, and charge at home or at fast stations.

✅ Longer range and faster charging reduce range anxiety

✅ Lower operating costs vs gas: fuel, maintenance, incentives

✅ Home Level 2 charging recommended; plan for road trips

Electric cars now drive farther, charge faster and come in nearly every price range. But when GMC began promoting its Hummer EV pickup truck to be released this year, it became even clearer that electric cars are primed to go mainstream for many buyers.

Once the domain of environmentalists, then early adopters, electric vehicles may soon have even truck bros kicking the gasoline habit, though sales are still behind gas cars in many markets.

With many models now available or coming soon — and arriving ahead of schedule for several automakers — including a knockoff of the lovable Volkswagen Microbus — you may be wondering if it’s finally time to buy or lease one.

Here are the essential questions to answer before you do.

(Full disclosure: I’m a convert myself after six years and 70,000 gas-free miles.)

1. Can you afford an electric car?
Electric vehicles tend to be pricy to buy but can be more affordable to lease. Finding federal, state and local government incentives can also reduce sticker shock. And, even if the monthly payment is higher than a comparable gas car, operating costs are lower.

Gas vehicles cost an average of $3,356 per year to fuel, tax and insure, while electric cost just $2,722, according to a study by Self Financial, and Consumer Reports finds EVs save money in the long run too. Find out how much you can save with the Department of Energy calculator.

2. How far do you need to drive on a single charge?
Although almost 60 percent of all car trips in America were less than 6 miles in 2017, according to the Department of Energy, the phrase “range anxiety” scared many would-be early adopters.

Teslas became popular in part because they offered 250 miles of range. But the range of many electric vehicles between charges is now over 200 miles; even the modestly priced Chevrolet Bolt can travel 259 miles on a single charge.

Still, electric vehicles have a “road trip problem,” according to Josh Sadlier, director of content strategy for car site Edmunds.com. “If you like road trips, you almost have to have two cars — one for around town and one for longer trips,” he says.

3. Where will you charge it?
If you live in an apartment without a charging station, this could be a deal breaker.

The number of public chargers increased by 60 percent worldwide in 2019, according to the International Energy Agency. While these stations — some of which are free — are more available, most electric vehicle owners install a home station for faster charging.

Electric vehicles can be charged by plugging into a common 120-volt household outlet, but it’s slow, and understanding charging costs can help you plan home use. To speed up charging, many electric vehicle owners wind up buying a 240-volt charging station and having an electrician install it for a total cost of $1,200, according to the home remodeling website Fixr.

4. What will you use the car for?
While there are a few luxury electric SUVs on the market, most electric vehicles are smaller sedans or hatchbacks with limited cargo capacity. However, the coming wave of electric cars are more versatile, and many experts expect that within a decade these options will be commonplace, including vans, such as the Microbus, and trucks, such as an electric version of the popular Ford F-150 pickup.

5. Do you enjoy performance?
This is where electric vehicles really shine. According to automotive experts, electric cars beat their gas counterparts in these ways:

Immediate response with great low-end acceleration, particularly in the 0-30 mph range.
Sure-footed handling due to the heavy battery mounted under the car, giving it a low center of gravity.
No “shift shock” from changing gears in a conventional gas car’s transmission.
Little noise except from the wind and tires.

Other factors
Once you consider the big questions, here are other reasons to make an electric car your next choice:

Reduced environmental guilt. There is a persistent myth that electric vehicles simply move the emissions from the tailpipe to the power generating station. Yes, producing electricity produces emissions, but many electric vehicle owners charge at night when much of the electricity would otherwise be unused. According to research published by the BBC and evidence that they are better for the planet in many scenarios electric cars reduce emissions by an average of 70 percent, depending on where people live.

Less time refueling. It takes only seconds to plug in at home, and the electric vehicle will recharge while you’re doing other things. No more searching for gas stations and standing by as your tank gulps down gasoline.

No oil changes. Dealers like a constant stream of drivers coming in for oil changes so they can upsell other services. Electric vehicles have fewer moving parts and require fewer trips to the dealership for maintenance.

Carpool lanes and other perks. Check your state regulations to see if an electric vehicle gets you access to the carpool lane, free parking or other special advantages.

Enjoy the technology. Yes, electric vehicles are more expensive, but they also tend to offer top-of-the-line comfort, safety features and technology compared with their gas counterparts.

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Northwest Territories EV Charging Corridor aims to link the Alberta boundary to Yellowknife with Level 3 fast chargers and Level 2 stations, boosting electric vehicle adoption in cold climates, cutting GHG emissions, supporting zero-emission targets.

Key Points

A planned corridor of Level 3 and Level 2 chargers linking Alberta and Yellowknife to boost EV uptake and cut GHGs.

✅ Level 3 fast charger funded for Behchoko by spring 2024.

✅ Up to 72 Level 2 chargers funded across N.W.T. communities.

✅ Supports Canada ZEV targets and reduces fuel use and CO2e.

Electric vehicles are a rare sight in Canada's North, with challenges such as frigid winter temperatures and limited infrastructure across remote regions.

The Northwest Territories is hoping to change that.

The territorial government plans to develop a vehicle-charging corridor between the Alberta boundary and Yellowknife to encourage more residents to buy electric vehicles to reduce their carbon footprint.

"There will soon be a time in which not having electric charging stations along the highway will be equivalent to not having gas stations," said Robert Sexton, director of energy with the territory’s Department of Infrastructure.

"Even though it does seem right now that there’s limited uptake of electric vehicles and some of the barriers seem sort of insurmountable, we have to plan to start doing this, because in five years' time, it’ll be too late."

The federal government has committed to a mandatory 100 per cent zero-emission vehicle sales target by 2035 for all new light-duty vehicles, though in Manitoba reaching EV targets is not smooth so progress may vary. It has set interim targets for at least 20 per cent of sales by 2026 and 60 per cent by 2030.

A study commissioned by the N.W.T. government forecasts electric vehicles could account for 2.9 to 11.3 per cent of all annual car and small truck sales in the territory in 2030.

The study estimates the planned charging corridor, alongside electric vehicle purchasing incentives, could reduce greenhouse gas emissions by between 260 and 1,016 tonnes of carbon dioxide equivalent in that year.

Sexton said it will likely take a few years before the charging corridor is complete. As a start, the territory recently awarded up to $480,000 to the Northwest Territories Power Corporation to install a Level 3 electric vehicle charger in Behchoko.

The N.W.T. government projects the charging station will reduce gasoline use by 61,000 litres and decrease carbon dioxide equivalent by up to 140 tonnes per year. It is scheduled to be complete by the spring of 2024.

The federal government earlier this month announced $414,000, along with $56,000 in territorial funding, to install up to 72 primarily Level 2 electric vehicle charges in public places, streets, multi-unit residential buildings, workplaces, and facilities with light-duty vehicle fleets in the N.W.T. by March 2024, while in New Brunswick new fast-charging stations are planned on the Trans-Canada.

In Yukon, the territory has pledged to develop electric vehicle infrastructure in all road-accessible communities by 2027. It has already installed 12 electric vehicle chargers with seven more planned, and in N.L. a fast-charging network signals early progress as well.

Just a few people in the N.W.T. currently own electric vehicles, and in Atlantic Canada EV adoption lags as well.

Patricia and Ken Wray in Hay River have owned a Tesla Model 3 for three years. Comparing added electricity costs with savings on gasoline, Patricia estimates they spend 60 per cent less to keep the Tesla running compared to a gas-powered vehicle.

“I don’t mind driving past the gas station,” she said.

Despite some initial hesitation about how the car would perform in the winter, Wray said she hasn’t had any issues with her Tesla when it’s -40 C, although it does take longer to charge. She added it “really hugs the road” in snowy and icy conditions.

“People in the North need to understand these cars are marvellous in the winter,” she said.

Wray said while she and her husband drive their Tesla regularly, it’s not feasible to drive long distances across the territory. As the number of electric vehicle charge stations increases across the N.W.T., however, that could change.

“I’m just very, very happy to hear that charging infrastructure is now starting to be put in place," she said.

Andrew Robinson with the YK Care Share Co-op is more skeptical about the potential success of a long-distance charging corridor. He said while government support for electric vehicles is positive, he believes there's a more immediate need to focus on uptake within N.W.T. communities. He pointed to local taxi services as an example.

"It’s a long stretch," he said of the drive from Alberta, where EVs are a hot topic, to Yellowknife. "It’s 17 hours of hardcore driving and when you throw in having to recharge, anything that makes that longer, people are not going to be really into that.”

The car sharing service, which has a 2016 Chevy Spark dubbed “Sparky,” states on its website that a Level 2 charger can usually recharge a vehicle within six to eight hours while a Level 3 charger takes approximately half an hour, as faster charging options roll out in B.C. and beyond.

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Whooping crane migration near wind turbines shows strong avoidance of stopover habitat within 5 km, reshaping Great Plains siting decisions, reducing collision risk, and altering routes across croplands, grasslands, and wetlands.

Key Points

It examines cranes avoiding stopovers within 5 km of turbines, reshaping habitat use and routing across the Great Plains.

✅ Cranes 20x likelier to rest >5 km from turbines.

✅ About 5% of high-quality stopover habitat is impacted.

✅ Findings guide wind farm siting across Great Plains wetlands.

As gatherings to observe whooping cranes join the ranks of online-only events this year, a new study offers insight into how the endangered bird is faring on a landscape increasingly dotted with wind turbines across regions. The paper, published this week in Ecological Applications, reports that whooping cranes migrating through the U.S. Great Plains avoid “rest stop” sites that are within 5 km of wind-energy infrastructure.

Avoidance of wind turbines can decrease collision mortality for birds, but can also make it more difficult and time-consuming for migrating flocks to find safe and suitable rest and refueling locations. The study’s insights into migratory behavior could improve future siting decisions as wind energy infrastructure continues to expand, despite pandemic-related investment risks for developers.

“In the past, federal agencies had thought of impacts related to wind energy primarily associated with collision risks,” said Aaron Pearse, the paper’s first author and a research wildlife biologist for the U.S. Geological Survey’s Northern Prairie Wildlife Research Center in Jamestown, N.D. “I think this research changes that paradigm to a greater focus on potential impacts to important migration habitats.”

Some policymakers have also rejected false health claims about wind turbines and cancer in public debate, underscoring the need for evidence-based decisions.

The study tracked whooping cranes migrating across the Great Plains, a region that encompasses a mosaic of croplands, grasslands and wetlands. The region has seen a rapid proliferation of wind energy infrastructure in recent years: in 2010, there were 2,215 wind towers within the whooping crane migration corridor that the study focused on; by 2016, when the study ended, there were 7,622 wind towers within the same area.

Pearse and his colleagues found that whooping cranes migrating across the study area in 2010 and 2016 were 20 times more likely to select “rest stop” locations at least 5 km away from wind turbines than those closer to turbines, a pattern with implications for developers as solar incentive changes reshape wind market dynamics according to industry analyses.

The authors estimated that 5% of high-quality stopover habitat in the study area was affected by presence of wind towers. Siting wind infrastructure outside of whooping cranes’ migration corridor would reduce the risk of further habitat loss not only for whooping cranes, but also for millions of other birds that use the same land for breeding, migration, and wintering habitat, and real-world siting controversies, such as an Alberta wind farm cancellation, illustrate how local factors shape outcomes for wildlife.

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