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Scientists have used advanced computing tech and AI to design a clear window coating that could lower the temperature inside buildings, thus saving a whole lot of cooling energy.

Cooling accounts for about 15% of global energy consumption, and it’s only going to get hotter, especially in more tropical climates.

The sun’s ultraviolet and near-infrared light are the parts of the solar spectrum that pass through window glass to heat an enclosed room.

If window coating blocked that light, and if that coating radiated “heat from the window’s surface at a wavelength that passes through the atmosphere into outer space,” energy use from cooling could be reduced, according to the American Chemical Society.

That, along with not impeding visibility through a a window, is kind of a big ask. But researchers at the University of Notre Dame in Indiana and Kyung Hee University in Seoul tackled it anyway.

According to their new paper, “High-Performance Transparent Radiative Cooler Designed by Quantum Computing” in ACS Energy Letters, a scientific journal published by the American Chemical Society, their design of a clear window coating, or “transparent radiative cooler” (TRC), was a success.

Photo: Adapted from ACS Energy Letters 2022, DOI: 10.1021/acsenergylett.2c01969

Here’s what they did, and how it went:

The team constructed computer models of TRCs consisting of alternating thin layers of common materials like silicon dioxide, silicon nitride, aluminum oxide or titanium dioxide on a glass base, topped with a film of polydimethylsiloxane. They optimized the type, order, and combination of layers using an iterative approach guided by machine learning and quantum computing, which stores data using subatomic particles. This computing method carries out optimization faster and better than conventional computers because it can efficiently test all possible combinations in a fraction of a second. This produced a coating design that, when fabricated, beat the performance of conventionally designed TRCs in addition to one of the best commercial heat-reduction glasses on the market.

ACS Energy Lett. 2022, 7, XXX, 4134-4141

The researchers wrote that the average annual energy saving over surveyed US cities – see the bar graphs above – is 50 MJ/m2 if the TRC is used on windows. In cities with hot, dry weather, such as Phoenix, the TRC can potentially save around 86.3 MJ/m2 per year, or 31.1% of the cooling energy consumption when conventional windows are used.

They also did the same calculations for selected major cities worldwide. While buildings in all cities could benefit, those in tropical regions would get a greater cooling impact.

The researchers say that the clear window coating can be used not only on buildings, but on car windows, too.

There’s no indication of commercial scaling in the study, but the researchers write that the film “can be potentially scaled up for practical applications because their fabrication can be achieved using state-of-the-art deposition techniques.” In other words, that’s the process of creating and depositing thin film coatings onto a substrate material. It’s an important manufacturing step.

You can read the whole study here.

Read more: Windows giant Andersen leads $30M funding of solar window company

Photo: “Morning Glow ~ Explore #420” by Theen … is licensed under CC BY-NC-SA 2.0.


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Tesla’s retro-futuristic diner and Supercharger is here and it looks sick

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Tesla's retro-futuristic diner and Supercharger is here and it looks sick

Tesla’s retro-futuristic diner with Superchargers and giant movie screens is ready to open, and I have to admit, it looks pretty sick.

This project has been in the works for a long time.

In 2018, Elon Musk said that Tesla planned to open an “old school drive-in, roller skates & rock restaurant at one of the new Tesla Supercharger locations in Los Angeles.” It was yet another “Is he joking?” kind of Elon Musk idea, but he wasn’t kidding.

A few months later, Tesla applied for building permits for “a restaurant and Supercharger station” at a location in Santa Monica. However, the project stalled for a long time, apparently due to local regulations.

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Nevertheless, Tesla still moved forward with a Supercharger at the location, but it had to move the diner project to Hollywood. In 2022, Tesla filed the construction plans with the city, giving us the first look at what the automaker intends to build.

In 2023, the automaker broke ground on the site of the diner.

7 years after being originally announced, the project appears now ready to open:

Musk said that he ate at the diner last night and claimed that it is “one of the coolest spots in LA.” He didn’t say when it will open, but Tesla vehicles have been spotted at Supercharger and people appear to be testing the dinning experience inside.

A Tesla Optimus Robot can be seen inside the diner on a test rack. It looks like Tesla might use one for some tasks inside the diner.

Earlier this year, Tesla integrated the diner into its mobile app – hinting at some interaction through the app – possibly ordering from it.

Electrek’s Take

I think it looks pretty cool. I am a fan of the design and concept.

However, considering the state of the Tesla community, I don’t think I’d like the vibes. That said, it looks like Tesla isn’t prominently pushing its branding on the diner.

You can come and charge there, but it looks like Tesla is also aiming to get a wider clientele just for dining.

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Westinghouse plans to build 10 large nuclear reactors in U.S., interim CEO tells Trump

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Westinghouse plans to build 10 large nuclear reactors in U.S., interim CEO tells Trump

Plant Vogtle Nuclear Power Plant in Waynesboro, GA, August 15, 2024.

Van Applegate | CNBC

Westinghouse plans to build 10 large nuclear reactors in the U.S. with construction to begin by 2030, interim CEO Dan Sumner told President Donald Trump at a roundtable in Pittsburgh on Tuesday.

Westinghouse’s big AP1000 reactor generates enough electricity to power more than 750,000 homes, according to the company. Building 10 of these reactors would drive $75 billion of economic value across the U.S. and $6 billion in Pennsylvania, Sumner said.

The Westinghouse executive laid out the plan to Trump during a conference on energy and artificial intelligence at Carnegie Mellon University. Technology, energy and financial executives announced more than $90 billion of investment in data centers and power infrastructure at the conference, according to the office of Sen. Dave McCormick, who organized the event.

Trump issued four executive orders in May that aim to quadruple nuclear power in the U.S. by 2050. The president called for the U.S. to have 10 nuclear plants under construction by 2050. He ordered a “wholesale revision” of the Nuclear Regulatory Commission’s rules and guidelines.

The U.S. has built only two new nuclear reactors over the past 30 years, both of which were Westinghouse AP1000s at Plant Vogtle in Waynesboro, Georgia. The project notoriously came in $18 billion over budget and seven years behind schedule, contributing to the bankruptcy of Westinghouse.

The industry stalwart emerged from bankruptcy in 2018 and us now owned by Canadian uranium miner Cameco and Brookfield Asset Management.

Westinghouse announced a partnership with Google on Tuesday to use AI tools to make the construction of AP1000s an “efficient, repeatable process,” according to the company.

Catch up on the latest energy news from CNBC Pro:

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Hyundai’s electric minivan sheds its camo: Check out the new Staria EV

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Hyundai's electric minivan sheds its camo: Check out the new Staria EV

Hyundai’s electric minivan is finally out in the open. The Staria EV was caught without camo near Hyundai’s R&D center in Korea, giving us a closer look at the electric minivan undisguised.

Hyundai’s electric minivan drops camo ahead of debut

The Staria arrived in 2021 as the successor to the Starex, Hyundai’s multi-purpose vehicle (MPV). Although the Staria has received several updates throughout the years, 2026 will be its biggest by far.

Hyundai will launch the Staria EV, its first electric minivan. Like the current model, the 2026 Staria will be available in several different configurations, including cargo, passenger, and even a camper version.

We’ve seen the Staria EV out in public a few times already. Last month, we got a glimpse of it while driving on public roads in Korea.

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Despite the camouflage, new EV-like design elements were visible, including updated LED headlights and a full-length light bar. Although it’s still unclear, the electric version appears to be roughly the same size as the current Staria from the side, but slightly wider from the front.

New images posted on the South Korean forum Clien reveal a test car, expected to be Hyundai’s Staria electric minivan, without camo.

Like most Hyundai test cars, the prototype has a black front and a grey body. It still features a similar look to other prototypes we’ve seen, but you can clearly see the new facelift.

Earlier this year, a Staria EV was spotted in a parking lot in Korea, featuring a similar look. The electric version is nearly identical to the Staria Lounge, but with an added charge port and closed-off grille.

The Hyundai Staria EV is expected to make its global debut later this year. Technical details have yet to be revealed, but it’s expected to feature either a 76 kWh or 84 kWh battery, providing a range of around 350 km (217 miles) to 400 km (249 miles).

Hyundai's-first-electric-minivan
Hyundai Staria Lounge (Source: Hyundai)

Hyundai’s electric SUV arrives after Kia introduced its first electric van, the PV5, which launched in Europe and Korea earlier this year.

In Europe, the Kia Passenger PV5 model is available with two battery pack options: 51.5 kWh and 71.2 kWh, providing WLTP ranges of 179 miles and 249 miles, respectively. The Cargo version has a WLTP range of 181 miles or 247 miles.

Source: TheKoreanCarBlog, Clien

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