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The potential to use old, discarded products to make something new sounds a little bit like magic. I absolutely understand the draw, and in some cases, recycling is going to be a crucial tool for climate technology. I’ve written about recycling for basically any climate technology you can think of, including solar panels, wind turbines, and batteries. (I’ve also covered efforts to recycle plastic waste.)
For my most recent story, I was researching the materials used for the magnets that power EVs and wind turbines. (Read the result here!) And once again, I was struck by a stark reality: there are massive challenges ahead in material demand for climate technologies, and unfortunately, recycling alone won’t be enough to address them. Let’s take a look at why recycling isn’t always the answer, and what else might help.
Mind the gap
We’re building a whole lot more climate technologies than we used to, which means there aren’t enough old, discarded technologies sitting around, waiting to be mined for materials. Obviously the growth in clean-energy technologies is a great thing for climate action. But it presents a problem for recycling.
Take solar panels, for instance. They tend to last at least 25, maybe 30 years before they start to lose the ability to efficiently harness energy from the sun and transform it into electricity. So the panels available for recycling today are those that were installed over two decades ago (a relatively small fraction are ones that have been broken or need to be taken down early).
In 2000, there was a little over one gigawatt of solar power installed globally. (Yes, 2000 was nearly 25 years ago—sorry!) So today’s recycling companies are competing with each other for that relatively small amount of material. If they can hang in there, there will eventually be plenty of solar panels to go around. Over 300 gigawatts of solar power were added in 2023.
This gap is a common challenge in recycling for other technologies, too. In fact, one of the problems facing the growing number of battery recycling companies is a looming shortage of materials to recycle.
It’s important to start building infrastructure now, so we’re ready for the inevitable wave of solar panels and batteries that will eventually be ready for recycling. In the meantime, recyclers can get creative in where they’re sourcing materials. Battery recyclers today will rely on a lot of manufacturing scrap. Looking to other products can help as well—rare earth metals for EV motors and wind turbines could be partially sourced from old iPhones and laptops.
Closing the loop
Even if we weren’t seeing explosive growth for new technologies, there would be another problem: no recycling process is perfect.
The issues start at the stage of collecting old materials (think of the iPods and flip phones in your junk drawer, gathering dust), but even once material makes it to a recycling center, some will wind up in the waste because it breaks down in the process or just can’t be economically recovered.
Exactly how much material can be recovered depends on the material, the recycling process, and the economics at play. Some metals, like the silver in solar cells, might be able to reach 99% recovery or higher. Others can pose harder challenges, including the lithium in batteries—one recycler, Redwood Materials, told me last year its process can recover around 80% of the lithium from used batteries and manufacturing scrap. The rest will be lost.
I don’t mean to be a Debbie Downer. Even with imperfect recovery, recycling could help meet demand for materials in many energy technologies in the future. Recycling rare earth metals could cut mining for metals like neodymium in half, or more, by 2050.
But a robust supply of recycled materials for many climate technologies is still decades away. In the meantime, many companies are working to build options that use more widely available, cheaper alternatives. Check out my story on one startup, Niron Magnetics, which is working to build permanent magnets without rare earth metals, to see how new materials can help accelerate climate action and close the gap that recycling leaves.
The world’s largest EV maker is getting into the shipping business. BYD is amassing a fleet of ships to export its vehicles from China to the rest of the world. Read more about why the automaker is getting creative and what comes next in this fascinating story from my colleague Zeyi Yang.
The world’s largest cruise ship departed on its maiden voyage last week. The whole thing is a bit of a climate fiasco. Taking a cruise can be about twice as emissions intensive as flying and staying in a hotel. (Bloomberg)
A new refinery in Georgia will churn out millions of tons of jet fuel made from plants instead of petroleum. The new facility marks a milestone for alternative jet fuels. (Canary Media)
→ While alternatives are often called “sustainable aviation fuels” or SAFs, some varieties are anything but sustainable. Here’s what you need to know about all these newfangled jet fuels. (MIT Technology Review)
China nearly quadrupled its new energy storage capacity last year. It’s a massive jump for the growing industry, which is key to balancing the growing fraction of renewables on the grid. (Bloomberg)
Huge charging depots for electric trucks are coming to California. Big batteries in big vehicles require big chargers, and new funding from the US government could be crucial in building them. (Canary Media)
→ The three biggest truck makers are calling for better charging infrastructure for heavy-duty vehicles (New York Times)
EV charging can get a bit tricky for those of us who don’t live in single-family homes with a garage to charge in. Here are some solutions. (Washington Post)
The US is the world’s largest exporter of liquefied natural gas, but new exports are on pause. The Department of Energy says it’s trying to work out how to regulate them, and what the climate impact of cutting gas exports might be. (Grist)
This article is from The Spark, MIT Technology Review’s weekly climate newsletter. To receive it in your inbox every Wednesday, sign up here.
The world is building solar panels, wind turbines, electric vehicles, and other crucial climate technologies faster than ever. As the pace picks up, though, a challenge is looming: we need a whole lot of materials to build it all.
From cement and steel to nickel and lithium, the ingredient list for the clean energy transition is a long one. And in some cases, getting our hands on all those materials won’t be simple, and the trade-offs are starting to become abundantly clear.
My colleague James Temple, senior editor for energy here at MIT Technology Review, has spent over a year digging into the building tensions around mining for critical minerals. In a new story published this week, James highlights one community in rural Minnesota and the conflicts over a mining project planned for the nearby area.
If you haven’t already, I highly recommend you check out that article. In the meantime, I got to sit down with James to ask him a few questions about the process of reporting and writing this feature and chat about critical minerals and the energy transition. Here’s some of what we talked about.
So, what’s the big deal with critical minerals?
To address climate change, “we just need to build an enormous amount of stuff,” James says. And building all of it means a whole lot of demand for materials.
We might need nearly 20 times more nickel in 2040 than the annual supply in 2020, according to the International Energy Agency. That multiple is 25 times for graphite, and for lithium it’s over 40 times the current figure.
Even if people agree in the abstract that we need to extract and process the materials needed to build the stuff to address climate change, figuring out where it all should come from is easier said than done. “We came to realize that mining proposals were creating community tensions basically anywhere they appeared in the US,” James says.
There’s pushback to all sorts of different climate tech projects—we’ve seen very vocal opposition to proposed wind farms, for example. But there seems to be an additional layer to the concerns around mining, James says. Among other reasons, it’s a legacy industry with a particularly checkered past in terms of environmental impact.
Even as communities raise concerns over new mining projects, “you also saw the companies proposing them stressing the potential benefits to cleantech and climate goals,” James says. This combination of clear potential climate benefits with community concerns was worth exploring, he tells me.
What does a proposed nickel mine near a small town in Minnesota tell us about conflict over critical minerals?
The town of Tamarack, Minnesota, has a population of around 70.
Despite its small size, Tamarack could soon be key to a crucial landmark for climate technology, because Talon Metals wants to build a huge mine outside the town that could dig up as much as 725,000 metric tons of raw ore each year. The primary target is nickel, a metal that’s crucial to building high-performance EV batteries.
Talon has been very explicit in claiming that this mine would have benefits for the planet, going as far as applying to trademark the term “Green Nickel.” That’s one of the reasons this particular site piqued James’s interest, he says.
At the same time, local concerns are growing. Drilling could release 2.6 million gallons of water into the mine every day, which Talon plans to pump out and treat before it’s released into nearby wetlands. This part of the plan has caused some of the greatest unease, since local fresh water is crucial to the community’s economy and identity.
The central tension was abundantly clear on a nearly weeklong trip to Tamarack and the surrounding communities, James tells me. He went to Rice Lake National Wildlife Refuge and learned about native wild rice that grows there and its importance to Indigenous groups. He went to see samples of the ore that Talon dug up and spoke to a geologist about the resources in the region. He also attended community meetings that got a little heated, and even had to contend with some local bees.
“We’re talking about a story of two different, very precious resources that have created a really difficult-to-address conflict,” he says. “It’s a tension that’s ultimately going to be very hard to resolve.”
There are rarely easy answers when it comes to the massive task of addressing climate change. If you’re interested in getting a better understanding of this complicated web of trade-offs, take the time to read James’s story. You’ll get all the details about why this particular deposit is such a big deal, and hear more about where things are likely to go from here.
And the story doesn’t stop there. James also has another big project out this week, in which he worked to understand how this one mine could unlock billions of dollars in government subsidies. Dig into that here.
Some truck drivers are falling in love with EVs. Electric trucks are still limited in range, and they make up a small fraction of the trucks on the road, but drivers are starting to see the upside, even as critics say the move to electric is going too fast. (Washington Post)
Gas prices are down in the US, but charging up an EV is still way cheaper. Here’s how cheap gas has to get in every state to compete with EV charging. (Yale Climate Connections)
Old cell phones might provide a much-needed source of rare earth metals. These metals are crucial for motors, including the ones in electric vehicles and wind turbines, and recycling could meet as much as 40% of US demand by 2050. (New York Times)
→ Old personal devices can be a source for other metals, like lithium and cobalt, as I wrote in this story on battery recycling from last year. (MIT Technology Review)
Nobody knows when the next nuclear plant will come online in the US. The former front-runner was a NuScale modular reactor array, but the future of that project is uncertain now. (Canary Media)
Local bans can eliminate nearly 300 single-use plastic bags per person per year, according to a new report. Bottom line: the policies work. (Grist)
Europe will need 34,000 miles (54,000 kilometers) of additional transmission lines to handle the growth in offshore wind power. It could be Europe’s third-biggest energy source by 2050, if infrastructure can keep up. (Bloomberg)
This article is from The Spark, MIT Technology Review’s weekly climate newsletter. To receive it in your inbox every Wednesday, sign up here.
I’ve got nuclear power on the brain this week.
The workings of nuclear power plants have always fascinated me. They’re massive, technically complicated, and feel a little bit magic (splitting the atom—what a concept). But I’ve reached new levels of obsession recently, because I’ve spent the past week or so digging into advanced nuclear technology.
Advanced nuclear is a mushy category that basically includes anything different from the commercial reactors operating now, since those basically all follow the same general formula. And there’s a whole world of possibilities out there.
I was mostly focused on the version that’s being developed by Kairos Power for a story (which was published today, check it out if you haven’t!). But I went down some rabbit holes on other potential options for future nuclear plants too. So for the newsletter this week, let’s take a peek at the menu of options for advanced nuclear technology today.
The basics
Before we get into the advanced stuff, let’s recap the basics.
Nuclear power plants generate electricity via fission reactions, where atoms split apart, releasing energy as heat and radiation. Neutrons released during these splits collide with other atoms and split them, creating a chain reaction.
In nuclear power plants today, there are basically two absolutely essential pieces. First, the fuel, which is what feeds the reactions. (Pretty obvious why this one is important.) Second, it’s vital that the chain reactions happen in a controlled manner, or you can get into nuclear meltdown territory. So the other essential piece of a nuclear plant is the cooling system, which keeps the whole thing from getting too hot and causing problems. (There’s also the moderator and a million other pieces, but let’s stick with two so you’re not reading this newsletter all day.)
In the vast majority of reactors on the grid today, these two components follow the same general formula: the fuel is enriched uranium that’s packed into ceramic pellets, loaded into metal pipes, and arranged into the reactor’s core. And the cooling system pumps pressurized water around the reactor to keep the temperature controlled.
But for a whole host of reasons, companies are starting to work on making changes to this tried-and-true formula. There are roughly 70 companies in the US working on designs for advanced nuclear reactors, with six or seven far enough along to be working with regulators, says Jessica Lovering, cofounder and co-executive director at the Good Energy Collective, a policy research organization that advocates for the use of nuclear energy.
Many of these so-called advanced technologies were invented and even demonstrated over 50 years ago, before the industry converged on the standard water-cooled plant designs. But now there’s renewed interest in getting alternative nuclear reactors up and running. New designs could help improve safety, efficiency, and even cost.
Coolant
Alternative coolants can improve on safety over water-based designs, since they don’t always need to be kept at high pressures. Many can also reach higher temperatures, which can allow reactors to run more efficiently.
Molten salt is one leading contender for alternative coolants, used in designs from Kairos Power, Terrestrial Energy, and Moltex Energy. These designs can use less fuel and produce waste that’s easier to manage.
Other companies are looking to liquid metals, including sodium and lead. There are a few sodium-cooled reactors operating today, mainly in Russia, and the country is also at the forefront in developing lead-cooled reactors. Metal-cooled reactors share many of the potential safety benefits of molten-salt designs. Helium and other gases can also be used to reach higher temperatures than water-cooled systems. X-energy is designing a high-temperature gas-cooled reactor using helium.
Fuel
Most reactors that use an alternative coolant also use an alternative fuel.
TRISO, or tri-structural isotropic particle fuel, is one of the most popular options. TRISO particles contain uranium, enclosed in ceramic and carbon-based layers. This keeps the fuel contained, keeping all the products of fission reactions inside and allowing the fuel to resist corrosion and melting. Kairos and X-energy both plan to use TRISO fuel in their reactors.
Other reactors use HALEU: high-assay low-enriched uranium. Most nuclear fuel used in commercial reactors contains between 3% and 5% uranium-235. HALEU, on the other hand, contains between 5% and 20% uranium-235, allowing reactors to get more power in a smaller space.
Size
I know I said I’d keep this to two things, but let’s include a bonus category. In addition to changing up the specifics of things like fuel and coolant, many companies are working to build reactors of different (mostly smaller) sizes.
Today, most reactors coming on the grid are massive, in the range of 1,000 or more megawatts—enough to power hundreds of thousands of homes. Building those huge projects takes a long time, and each one requires a bespoke process. Small modular reactors (SMRs) could be easier to build, since the procedure is the same for each one, allowing them to be manufactured in something resembling a huge assembly line.
NuScale has been one of the leaders in this area—its reactor design uses commercial fuel and water coolant, but the whole thing is scaled down. Things haven’t been going so well for the company in recent months, though: its first project is pretty much dead in the water, and it laid off nearly 30% of its employees in early January. Other companies are still carrying the SMR torch, including many that are also going after alternative fuels and coolants.
Super-efficient solar cells are on our list of the 10 Breakthrough Technologies of 2024. (If you haven’t seen that list, you can find it here!) By sandwiching other materials with traditional silicon, tandem perovskite solar cells could help cut solar costs and generate more electricity.
Hertz was billing itself as a leader in renting out electric vehicles (remember that Tom Brady commercial?). Now the company is selling off a third of its EV fleet. (Tech Crunch)
A mountain of clothes accumulated in the desert in Chile. Then it caught fire. This is a fascinating deep dive into the problem of textile waste. (Grist)
New uranium mines will be the first to begin operations in the US in eight years. The mines could help bring more low-carbon nuclear power to the grid, but they’re also drawing sharp criticism. (Inside Climate News)
Researchers at Microsoft and a US national lab used AI to find a new candidate material for batteries. It could eventually be used in batteries to reduce the amount of lithium needed to build them.(The Verge)
→ I talked about this and other science news of the week on Science Friday. Give it a listen! (Science Friday)
Animals are always evolving. A few lucky ones might even be able to do it fast enough to keep up with climate change. (Hakai Magazine)
All that new renewable energy coming onto the grid is helping make a dent in US emissions. Buildout of clean energy cut greenhouse-gas emissions by nearly 2% in 2023. (Canary Media)
The Biden administration will fine oil and gas companies for excess methane emissions. Penalties for emitting this super-powerful greenhouse gas are part of the landmark climate bill passed in 2023. (New York Times)
Texas has had a host of upgrades to its electric grid in the years since a powerful storm devastated the state in 2021. Now experts are watching to see how the grid holds up against cold weather this week. (Washington Post)
For more than a month in total, 12 metric tons of molten salt coursed through pipes at Kairos Power in Albuquerque, New Mexico.
The company is developing a new type of nuclear reactor that will be cooled using this salt mixture, and its first large-scale test cooling system just completed 1,000 hours of operation in early January. This is the second major milestone for Kairos in recent weeks. In December, the US Nuclear Regulatory Commission granted a construction permit for the company’s first nuclear test reactor.
Nuclear power plants can provide a steady source of carbon-free energy, a crucial component in addressing climate change. But recent major nuclear installations have been plagued by delays and skyrocketing budgets. Kairos and other companies working on advanced reactor designs hope to revive hopes for nuclear power by presenting a new version of the technology that could cut costs and construction times.
Kairos’s technology and construction approach are “just fundamentally different” from current commercial reactors, says Edward Blandford, cofounder and chief technology officer of Kairos.
Today, nearly all commercial nuclear plants use the same type of enriched uranium as fuel to generate electricity through nuclear fission reactions, and temperature is controlled with a cooling system that uses water.
But a growing number of companies are working to tweak this formula in an effort to improve on cost and safety. In the case of Kairos, the company plans to use an alternative fuel called TRISO, which is made from tiny uranium-containing kernels that can be embedded in graphite casings. TRISO fuel is robust, able to resist high temperatures, radiation, and corrosion. In addition, the reactor’s cooling system uses molten salt instead of water.
Molten salt could be a huge help in making safer nuclear plants, Blandford says. The cooling system in water-cooled reactors needs to be kept at high pressure to ensure that the water doesn’t boil off, which would leave the reactor without coolant and in danger of overheating and running out of control. It’s technically possible to boil salt, but it could only happen at very high temperatures. So those high pressures become unnecessary.
Molten-salt nuclear reactors were developed in the 1950s but were largely shelved as the industry moved toward water-cooled designs. Now, with a growing need for low-carbon power, “there’s a lot of interest in these technologies again,” says Jessica Lovering, cofounder and executive director of the Good Energy Collective, a policy research organization that advocates for the use of nuclear energy. New reactor technology options could help avoid some of the fears around the safety of water-cooled reactors, and they can also generate electricity more efficiently.
Technology has changed a lot in the past seven decades, and molten-salt reactors never made it to large-scale commercial operation. So there’s still plenty of testing to be done before this kind of cooling system can be put to work in the highly controlled environment of a nuclear reactor. That’s where Kairos’s engineering test unit comes in. It’s the world’s largest system built to circulate Flibe, a fluoride-based salt coolant.
The system uses electric heaters to simulate the heat that would be generated by nuclear reactions in the finished reactor. Tests involve pumping a Flibe mixture through a cooling loop while engineers monitor the temperature throughout the system and the purity of the salt along the way. The company has also tested what it would be like to refuel the reactor, and how power coming out of the system can be monitored and adjusted.
Building an entire cooling system that won’t ever be used in a nuclear reactor is a considerable investment of time, money, and resources, but this approach of taking baby steps could help Kairos succeed in introducing a new nuclear technology—a historically difficult task, says Patrick White, research director at the Nuclear Innovation Alliance, a nonprofit think tank.
“One of the challenges with nuclear is that usually, the first step is to design the reactor on paper, and the next step is build the whole thing,” White says. Kairos is trying a different path, testing out components more along the way to help speed up development and avoid getting stuck in late-stage construction.
Kairos is making progress on construction, too. The company received approval in December from the NRC to build Hermes-1, its first nuclear test reactor. Hermes-1 will produce about 35 megawatts of thermal power (today’s commercial reactors typically produce around 1,000 megawatts of electricity). It’s planned for completion as soon as 2026.
Several other companies are also using molten salt or TRISO fuel in their advanced nuclear designs. X-energy, based in Maryland, is developing a gas-cooled reactor that uses TRISO fuel, and TerraPower and GE Hitachi Nuclear Energy are developing a sodium-cooled reactor that uses molten salt to store energy.
There’s still a long road ahead before Kairos’s design and other advanced reactors can make it onto the grid. The company plans to build at least two more large-scale test cooling systems before putting the pieces together for Hermes-1, Blandford says.
The company will also need to win an operating license for Hermes-1, the second of two major regulatory steps it’ll go through with the NRC. Next comes Hermes-2, which will include two reactors that are similar in scale and design to Hermes-1, plus a system to transform the heat generated into electricity. Finally, the company will move on to larger, commercial-scale reactors.
All of that will take some time, but Kairos and others feel the result will be worth it. “With our technology, it is unique,” Blandford says, “and it does open up unique opportunities to explore spaces that other technologies have not.”
MIT Technology Review’s What’s Next series looks across industries, trends, and technologies to give you a first look at the future. You can read the rest of our serieshere.
It’s a turbulent time for offshore wind power.
Large groups of turbines installed along coastlines can harness the powerful, consistent winds that blow offshore. Given that 40% of the global population lives within 60 miles of the ocean, offshore wind farms can be a major boon to efforts to clean up the electricity supply around the world.
But in recent months, projects around the world have been delayed or even canceled as costs have skyrocketed and supply chain disruptions have swelled. These setbacks could spell trouble for efforts to cut the greenhouse-gas emissions that cause climate change.
The coming year and beyond will likely be littered with more delayed and canceled projects, but the industry is also seeing new starts and continuing technological development. The question is whether current troubles are more like a speed bump or a sign that 2024 will see the industry run off the road. Here’s what’s next for offshore wind power.
Speed bumps and setbacks
Wind giant Ørsted cited rising interest rates, high inflation, and supply chain bottlenecks in late October when it canceled its highly anticipated Ocean Wind 1 and Ocean Wind 2 projects. The two projects would have supplied just over 2.2 gigawatts to the New Jersey grid—enough energy to power over a million homes. Ørsted is one of the world’s leading offshore wind developers, and the company was included in MIT Technology Review’s list of 15 Climate Tech Companies to Watch in 2023.
The shuttered projects are far from the only setback for offshore wind in the US today—over 12 gigawatts’ worth of contracts were either canceled or targeted for renegotiation in 2023, according to analysis by BloombergNEF, an energy research group.
Part of the problem lies in how projects are typically built and financed, says Chelsea Jean-Michel, a wind analyst at BloombergNEF. After securing a place to build a wind farm, a developer sets up contracts to sell the electricity that will be generated by the turbines. That price gets locked in years before the project is finished. For projects getting underway now, contracts were generally negotiated in 2019 or 2020.
A lot has changed in just the past five years. Prices for steel, one of the most important materials in turbine construction, increased by over 50% from January 2019 through the end of 2022 in North America and northern Europe, according to a 2023 report from the American Clean Power Association.
Inflation has also increased the price for other materials, and higher interest rates mean that borrowing money is more expensive too. So now, developers are arguing that the prices they agreed to previously aren’t reasonable anymore.
China stands out in an otherwise struggling landscape. The country is now the world’s largest offshore wind market, accounting for nearly half of installed capacity globally. Quick development and rising competition have actually led to falling prices for some projects there.
Growing pains
While many projects around the world have seen setbacks over the last year, the problems are most concentrated in newer markets, including the US. Problems have continued since the New Jersey cancellations—in the first weeks of 2024, developers of several New York projects asked to renegotiate their contracts, which could delay progress even if those developments end up going ahead.
While over 10% of electricity in the US comes from wind power, the vast majority is generated by land-based turbines. The offshore wind market in the US is at least a decade behind the more established ones in countries like the UK and Denmark, says Walt Musial, chief engineer of offshore wind energy at the US National Renewable Energy Laboratory.
One open question over the next year will be how quickly the industry can increase the capacity to build and install wind turbines in the US. “The supply chain in the US for offshore wind is basically in its infancy. It doesn’t really exist,” Jean-Michel says.
That’s been a problem for some projects, especially when it comes for the ships needed to install wind turbines. One of the reasons Ørsted gave for canceling its New Jersey project was a lack of these vessels.
The troubles have been complicated by a single century-old law, which mandates that only ships built and operated by the US can operate from US ports. Projects in the US have worked around this restriction by operating from European ports and using large US barges offshore, but that can slow construction times significantly, Musial says.
Tax credits are providing extra incentive to build out the offshore wind supply chain in the US. Existing credits for offshore wind projects are being extended and expanded by the Inflation Reduction Act, with as much as 40% available on the cost of building a new wind farm. However, to qualify for the full tax credit, projects will need to use domestically sourced materials. Strengthening the supply chain for those materials will be a long process, and the industry is still trying to adjust to existing conditions.
Still, there are some significant signs of progress for US offshore wind. The nation’s second large-scale offshore wind farm began producing electricity in early January. Several areas of seafloor are expected to go up for auction for new development in 2024, including sites in the central Atlantic and off the coast of Oregon. Sites off the coast of Maine are expected to be offered up the following year.
But even that forward momentum may not be enough for the nation to meet its offshore wind goals. While the Biden administration has set a target of 30 gigawatts of offshore wind capacity installed by the end of the decade, BloombergNEF’s projection is that the country will likely install around half that, with 16.4 gigawatts of capacity expected by 2030.
Technological transformation
While economic considerations will likely be a limiting factor in offshore wind this year, we’re also going to be on the lookout for technological developments in the industry.
Wind turbines still follow the same blueprint from decades ago, but they are being built bigger and bigger, and that trend is expected to continue. That’s because bigger turbines tend to be more efficient, capturing more energy at a lower cost.
A decade ago, the average offshore wind turbine produced an output of around 4 megawatts. In 2022, that number was just under 8 MW. Now, the major turbine manufacturers are making models in the 15 MW range. These monstrous structures are starting to rival the size of major landmarks, with recent installations nearing the height of the Eiffel Tower.
In 2023, the wind giant Vestas tested a 15 MW model, which earned the distinction of being the world’s most powerful wind turbine. The company received certification for the design at the end of the year, and it will be used in a Danish wind farm that’s expected to begin construction in 2024.
In addition, we’ll likely see more developments in the technology for floating offshore wind turbines. While most turbines deployed offshore are secured in the seabed floor, some areas, like the west coast of the US, have deep water offshore, making this impossible.
There’s a wide variety of platform designs for floating turbines, including versions resembling camera tripods, broom handles, and tires. It’s possible the industry will start to converge on one in the coming years, since standardization will help bring prices down, says BloombergNEF’s Jean-Michel. But whether that will be enough to continue the growth of this nascent industry will depend on how economic factors shake out. And it’s likely that floating projects will continue to make up less than 5% of offshore wind power installations, even a decade from now.
The winds of change are blowing for renewable energy around the world. Even with economic uncertainty ahead, offshore wind power will certainly be a technology to watch in 2024.
Scientists are loudly warning that the world is running out of time to avoid dangerous warming levels. The picture is grim. But if you know where to look, there are a few bright spots shining through the darkness.
New technologies that can help address climate change, from heat pumps to solar panels to EVs, are coming to the market and getting cheaper. Climate policy is also developing, from incentives to support new technology to rule-making around pollution. And efforts to help the most vulnerable nations adapt to climate change are growing.
Here are a few of those bright spots that our climate reporters saw in 2023.
The brakes are off for electric vehicles
There’s been a spate of good news for EVs. We put the “inevitable EV” on our list of 10 Breakthrough Technologies in January, noting that strong policy support and expanding supply chains were combining to vault the technology to new relevance.
Those trends have largely continued through 2023, and that means good news for climate change, since the transportation sector accounts for nearly 20% of global emissions.
EVs are on track to make up 15.5% of automotive sales this year, according to BNEF. Between battery electric vehicles and plug-in hybrids, this new growth means there are almost 41 million passenger EVs on the road. China has the largest share of EVs in the world, making up nearly a quarter of the global fleet.
Batteries to power all those vehicles are becoming more widely available and cheaper. Global manufacturing for lithium-ion batteries increased by over 30% this year. And while prices ticked up slightly last year, they are down again in 2023, representing the largest annual decline since 2018.
A wide range of policies could help continue the growth of electric vehicles. Some governments are mandating the switch away from fossil-fuel-powered cars—the European Union and United Kingdom both passed policies in 2023 mandating that all new passenger vehicles sold be zero-emissions starting in 2035. Several states in the US have adopted the same policy, with California leading the way last year and more signing on in 2023.
Incentives are also driving consumers toward EVs. The Inflation Reduction Act in the US serves up a huge menu of tax credits for battery manufacturing, EV manufacturing, and mineral processing.
While many signs are positive, it’s not all rosy for electric vehicles. Growth in sales slowed between 2022 and 2023, and changing demand has some automakers slowing production for models like the Ford F-150 Lightning. Charging infrastructure isn’t available or reliable enough in most markets, a problem that has become one of the biggest barriers to EV adoption.
Cars are being sold at a record pace and road emissions are still going up, so EV sales need to accelerate to make a dent in transportation’s climate impact. But EVs’ progress so far seems to be an encouraging story of a new climate-friendly technology becoming a mainstream option. Let’s hope it keeps going in 2024—all gas, no brakes.
—Casey Crownhart
Countries and companies are cracking down on methane
Another encouraging development on the otherwise daunting topic of climate change is the growing recognition that cutting methane pollution is one of the most powerful levers we can pull to limit global warming over the coming years.
Carbon dioxide has long overshadowed methane, since we emit so much more of it. But methane traps about 80 times as much heat over a 20-year period and accounts for at least a quarter of overall warming above our preindustrial past.
On the other hand, it also breaks down far faster in the atmosphere. Together, those qualities mean that rapid cuts in methane emissions today could deliver an outsize impact on climate change, potentially shaving a quarter-degree off total warming by midcentury. That could easily make the difference between a planet that does or doesn’t tip past 2 °C.
So it was encouraging to finally hear the head of the US Environmental Protection Agency announce, at the recent UN climate conference, that it will soon require oil and gas companies to monitor methane emissions across their pipelines, wells, and facilities and sharply reduce venting, flaring, and leaks.
As federal regulations go, preventing emissions of a combustible, planet-warming superpolllutant that isn’t even producing anything of economic value is truly about the least we can ask of an industry. But it’s a step forward that promises to eliminate the warming equivalent of about 1.5 billion metric tons of carbon dioxide by 2038.
There was other good news on methane at the UN conference as well. A group of major oil and gas companies including BP, Exxon, and Saudi Aramco pledged to cut their methane pollution by at least 80% by 2030. In addition, a handful of additional nations joined an international coalition committed to easing global emissions by 30% this decade, while others stepped up their pledges and funding.
All of this comes on top of growing global efforts to more effectively monitor and report major sources of methane pollution around the globe, and reduce emissions from agriculture and landfills.
As with every issue when it comes to climate change, none of this is enough, too much of it is voluntary, and complications abound. But these announcements, along with other signs of progress, are slowly adding up to a less grim future, while reminding us all that we’re capable of achieving even more.
—James Temple
A crucial fund to pay for climate damages launched
While the world scrambles to slow our emissions, it’s becoming ever more clear that the damage from climate change is happening in the present tense, with wildfires, floods, and heat waves making headlines.
So it was welcome news that this year’s UN climate conference started with a historic milestone for vulnerable countries struggling to deal with these problems. On day one of the talks, the long-anticipated loss and damage fund was officially launched.
Historically, a handful of industrialized nations like the United States, Germany, and the United Kingdom have been responsible for much of the emissions that are exacerbating extreme weather events and related disasters. Now, they are (nominally) paying for that legacy.
The purpose of this fund is to help poor and developing countries address the increasing harm from climate disasters. Many of these countries—which have contributed the least amount of emissions—are the most vulnerable to climate impacts and often lack adequate resources to manage them. The funds can help them rebuild in the aftermath of events like drought or floods, and improve a nation’s ability to withstand future catastrophes.
Advocates have been quick to point out that the total amount pledged so far is minuscule compared to the actual need on the ground. They estimate that the current pledge equates to less than 0.2% of the potential economic losses facing developing nations from climate disasters every year.
By the end of COP28 on December 12, countries had collectively committed nearly $800 million. The United Arab Emirates and Germany each pledged $100 million, the United Kingdom offered $75 million, and the United States contributed $17.5 million.
Those numbers sound big, but a fewpeople have made a sports analogy that puts this all in perspective. On December 9, a baseball player, Shohei Ohtani, signed a $700 million contract with the LA Dodgers. The fact that a worldwide effort to address climate change is even remotely comparable to the amount spent by a sports team on a single athlete should be a global embarrassment.
“The rich world needs to take a good look at itself and its actions so far,” says Ritu Bharadwaj, a principal researcher at the International Institute for Environment and Development.
That being said, the fund is still a step toward equitable climate resilience. Now the focus is on continuing to scale up the commitments and making the funds more accessible to those who need them.
Lost in a stupor of déjà vu, I rang the intercom buzzer a second time. I had the odd sensation of being unstuck in time. The headquarters of this solar startup looked strangely similar to its previous offices, which I had visited more than a decade before. The name of the company had changed from 1366 Technologies to CubicPV, and it had moved about a mile away. But the rest felt familiar, right down to what I had come to talk about: a climate-tech boom.
A surge in cleantech investments, which had begun in 2006 with the high-profile entry of some of Silicon Valley’s leading venture capitalists, was still going strong during my first visit, in 2010—or at least it seemed to be. But a year later, it had begun to collapse. The rise of fracking was making natural gas cheap and abundant. US government funding for clean-energy research and deployment was falling. Meanwhile, China had begun to dominate solar and battery manufacturing. By the end of 2011, almost all the renewable-energy startups in the US were dead or struggling to survive.
The list of eventual casualties included headline grabbers like the solar-cell maker Solyndra and the high-flying battery company A123, as well as numerous less well-known startups in areas like advanced biofuels, innovative battery tech, and solar power. How, I was wondering, had CubicPV survived when nearly all its peers had failed?
Ushering me into the conference room (was that the same photo of a solar panel hanging on the wall that I had seen a decade before?), Frank van Mierlo, who is still the CEO, seemed almost giddy. And why not? After more than 10 years in photovoltaic limbo, with few opportunities to scale up its process for making the silicon wafers used in solar cells, the venture-backed company had suddenly seen its fortunes turn around.
The excitement around cleantech investments and manufacturing is back, and the money is flowing again. The 2022 US Inflation Reduction Act, which provides strong incentives for US domestic solar manufacturing, changed everything, says van Mierlo. As of this summer, some 44 new US plants had been planned, providing CubicPV with a huge potential demand for its silicon wafers.
Call it cleantech 2.0. In recent years, there has been a huge increase in public and private spending, both in the US and elsewhere, on technologies and infrastructure to address climate change. A recent analysis estimates that total green investments reached $213 billion in the US during the 12 months beginning July, 2022. Most of that spending is allocated to building sources of renewable energy, such as wind or solar, as well as to supporting battery and EV manufacturing and creating green hydrogen infrastructure. And the enormous amount of money is creating potential opportunities for the next generation of technologies to feed the expanding markets.
For startups like CubicPV, this means that after years of little market demand, the appetite for its products is suddenly almost insatiable. The company is designing a billion-dollar plant to make the silicon wafers needed to feed the rapid expansion in US solar production. What’s more, a bigger solar manufacturing base could eventually provide the startup with a lucrative future market for its next innovation: a new type of solar panel that is far more efficient at capturing sunlight than conventional silicon ones.
Silicon Valley and venture capitalists everywhere have fallen in love with the virtues and the promise of new catalysts and electrodes. Innovations in solar cells no longer seem like a lost cause. Startups are boasting radical new technologies for energy storage and carbon-free processes for making chemicals, steel, and cement. Investors are risking billions on scaling up nascent technologies such as geothermal power, fusion reactors, and ways to capture carbon dioxide directly from the air.
These innovations in what is being called “deep” or “hard” tech—products and processes based on science and engineering advances—could be critical in addressing climate change. While the past few years have seen remarkable progress in deploying relatively mature renewables such as solar and wind power, as well as strong growth in electric-vehicle sales, large gaps in the cleantech portfolio remain. In its most recent report this fall, the International Energy Agency estimates that around 35% of the emissions cuts needed to meet 2050 climate goals will have to come from technologies not yet available.
Key industrial sectors of the economy, in particular, have largely been untouched. Nearly a third of carbon emissions come from industrial processes used to make steel, cement, chemicals, and other commodities; concrete alone accounts for more than 7% of global emissions, while steel production is responsible for another 7% to 9%. Cleaning up these industries will take an almost unlimited supply of cheap, steady, and easily accessible carbon-free energy.
Progress will almost certainly require new science-based innovations. And that’s where venture-backed startups play an essential role. Over the last few decades, large industrial corporations in sectors such as energy, chemicals, and materials have all but abandoned research into new technologies. The days when industrial giants like DuPont created critical new technologies and spun them off into profitable operations are long gone. And while governments and universities fund research, venture-backed firms have emerged as an increasingly key outlet for transforming promising lab discoveries into sustainable businesses.
A slew of such startups are now rapidly moving toward commercialization, providing the first steps toward industrial decarbonization and adoption of radically new energy sources (see chart). But these startups still face some of the same issues that tripped up the cleantech revolution a decade ago.
Transforming academic advances in physical sciences and engineering into commercial businesses is a project that’s fraught with dangers. It typically requires startups to build so-called demonstration plants at a relatively large scale to test whether their processes work beyond the lab and are efficient enough to compete with existing technologies. This is risky and expensive. Then, if it all works, startups commercializing, say, new energy sources or low-carbon processes to make concrete or steel face low-margin, well-established markets. They must often compete with mature processes that have been optimized over many decades.
These costly and time-consuming steps to commercialization, which a climate-tech startup must survive before it has any significant revenues, is often known as the “valley of death.” Few startups in cleantech 1.0 were able to navigate it.
The question now is: Can today’s ambitious startups successfully scale up their technologies and move across that valley this time around? These fledging venture-backed companies will first need to prove that their technologies work at a commercial scale. Then, if successful, they face the even harder challenge of making an impact on the huge energy and industrial markets, figuring out how to work with established companies to clean up these sectors. Can they survive?
Born again
The bad news is that the record for such venture-backed startups is dismal. From 2006 to around 2011, when much of the sector lay in ashes, venture capitalists spent about $25 billion on cleantech startups. The VCs lost more than half their money. It was particularly bad for those firms we would now call deep-tech startups; investments in stuff like new types of solar cells, advanced biofuels, and novel battery chemistries returned only about 16 cents on a dollar.
For much of the rest of the decade, investors hunkered down. As spending on cleantech dwindled to miserly levels, consumer-facing software-based businesses (think Airbnb and Uber) took off. The common wisdom was that advances based on science and engineering in cleantech were too expensive and risky to scale up. The proportion of venture capital going to cleantech dropped from more than 8% in 2008 to around 3% between 2016 and 2020.
Even before the 2022 IRA passed, however, venture investors had again begun eyeing the massive potential markets for climate tech, as governments around the world increased spending and more and more corporations set long-term emission-reduction goals. The markets are now real and growing, not speculative. While innovative battery startups a decade ago faced a tiny market for electric vehicles, today there is a huge demand for cheaper and more powerful batteries as sales of EVs take off. Likewise, demand for grid storage is growing as more renewable power is deployed and for cleaner industrial processes as companies pledge to reduce their carbon pollution.
Yet the trajectory of climate tech in recent years hasn’t been a straight line. Venture investments in cleantech startups, which amounted to just $2 billion in 2013, soared to nearly $30 billion in the US by 2021, according to the National Venture Capital Association. Then, just as things started to heat up, inflation and the resulting rise in interest rates began to make borrowing money expensive. The general venture capital market began to crash in 2022, and investments in climate tech soon followed. In the first half of 2023, investments in climate-tech startups were down 40% from the same period in 2022, reports Sightline Climate, a market intelligence firm.
But dig deeper into the numbers and a mixed picture emerges. For one thing, Sightline Climate says investments have begun creeping back up in the latest quarter this fall. And though funding overall became more difficult to secure in the first half of 2023, some companies—especially in markets favored by the IRA legislation, like green hydrogen, batteries, solar, and carbon capture from the air—are still raising large amounts of money. According to the latest data from the Engine, a “tough tech” venture group spun out of MIT, VC investments in startups working on industrial chemicals, materials, and carbon capture were actually up in the first half of 2023 from the same period in 2022—in fact, they were nearly at 2021 levels.
For some startups, however, readily available cash has dried up, providing a reality check on their sustainability. And the first few failures could raise the ghosts of cleantech 1.0. But for many others, the financial downturn is simply the most recent reminder that climate-tech investments aren’t exempt from swings in the health of the economy.
The same fundamental challenge that venture-backed startups faced in commercializing transformative technologies 15 years ago still exist. Novel, gee-whiz tech is not enough; a clear plan to target well-defined markets remains key to survival. “What is the path to market for these technologies?” asks David Popp, an economist at Syracuse University. He attributes the collapse of startups in cleantech 1.0 largely to the lack of demand for green products in highly competitive commodity markets. And that business puzzle, he says, remains: “I’m kind of curious to see, looking back five years from now, whether we’ll be looking at this like the first cleantech bubble.”
New money. Old problems.
In an influential 2016 post-mortem of cleantech 1.0 by the MIT Energy Initiative, several researchers analyzed what went wrong and concluded that venture capital was “the wrong model for clean energy innovation,” putting the blame on VCs’ unsuccessful attempts to fund startups through the “valley of death” by themselves. Simply put, the VCs quickly ran out of money and patience. The report’s conclusion: “The sector requires a more diverse set of actors and innovation models.”
The good news is that the types of investors funding cleantech have in fact become more diversified. Arguably the biggest difference is that VCs are no longer going it alone. Thanks to the huge potential markets in renewable power and industrial decarbonization, there is a growing appetite among other types of investors to fund expensive and risky scale-up projects.
Many of these investing groups, which includes hedge funds, corporations, growth investors, and even wealthy individuals, can readily write checks for $100 million or $200 million, and today they’re providing much of the funding for the flurry of demonstration plants. “There is a whole new generation of investors whose entire business is financing first deployment to nth deployment,” says Matthew Nordan, general partner at Azolla Ventures. “That didn’t exist before, and that is where many of the [earlier] companies died on the shoals.”
The new investors include companies in sectors such as steel, chemicals, and concrete that are bracing for an inevitable long-term shift to lower-carbon processes. Typically led by their venture groups, these corporations—such as steel manufacturer ArcelorMittal and Siam Cement Group, a conglomerate based in Bangkok—are supporting startups in their areas of business with financing and engineering expertise. And though their commitment to investing in climate-tech startups is sometimes viewed with skepticism, the money is real—and so is the time and expertise they’re bringing to the new technologies.
Still, Francis O’Sullivan, one of the authors of the 2016 MIT report who is now a lead climate investor at S2G Ventures, says that the way the startups are funded remains broken. The problem now, O’Sullivan says, is that the money is in several different types of buckets. There is a huge amount of money going to early-stage startups. And there is also ample money from banks and institutional investors for so-called infrastructure spending on well-proven technology (such as building a new wind or solar farm). But the bucket of money for the critical “growth stage”—funding for the demonstration of first-of-a-kind technologies—is relatively small.
In a report just completed, O’Sullivan and Gokul Raghavan, his colleague at S2G Ventures, calculated that between 2017 and 2022, US and European private investors raised $270 billion for what the authors broadly define as the energy transition. Some $120 billion went to early-stage, venture-backed companies, and another $100 billion was for later infrastructure spending. Only about $50 billion went to so-called growth-stage funding.
What is getting shortchanged, says O’Sullivan, is financing for the scale-up of risky new technologies—the stage where startups find out if their innovative technologies actually work and are economical. It means many highly valued early-stage climate-tech startups could be stranded without an apparent path forward. It’s “one of the most significant barriers” to industrial decarbonization, says O’Sullivan.
Moving beyond greenwashing
Beyond financing, there are other fundamental obstacles in the path toward industrial decarbonization. Chief among them: startups need to understand the challenges of large manufacturing processes. Many venture investors in cleantech 1.0 were from internet businesses and “applied software heuristics to things clearly not software companies,” says Ramana Nanda, a finance professor at Imperial College London and founder of its Institute for Deep Tech Entrepreneurship.
“I think the big lesson from cleantech 1.0,” he says, “is that molecules don’t work the same way as bytes.” For one thing, he says, “we really don’t know if something will work until we build that large demonstration plant that costs lots of money.”
And even if the new technology works, Nanda points out, startups are often facing risk-averse industrial customers that have invested hundreds of millions of dollars in existing equipment and processes. “What they don’t want to do is scrap all that and jump to a new process, only to find out in 10 years there is an unintended consequence that no one had predicted,” he says.
One promising approach is the development of components that can be selectively added to existing production operations, minimizing the risk, says Nanda. Instead of hoping to completely make-over an entire industry like steel manufacturing, he says, the strategy is to ask: “Can you be part of the manufacturing process? Can you fit into an existing infrastructure?” From a practical perspective, he says, that often means offering modular solutions that existing industrial players can slot into their processes, with relatively little disruption.
Take Boston Metal, a startup that wants to transform global steel manufacturing. This industry accounts for almost a tenth of global carbon emissions and is rapidly growing in many parts of the globe. The company aims to replace the iconic blast furnace with an electrochemical process that turns iron ore into pure iron, an initial step in making steel. It’s an almost absurdly audacious goal: replacing a century-old technology that is the mainstay of one the world’s largest industries.
Boston Metal’s strategy is to try to make the transition as digestible as possible for steelmakers. “We won’t own and operate steel plants,” says Adam Rauwerdink, who heads business development at the company. Instead, it plans to license the technology for electrochemical units that are designed to be a simple drop-in replacement for blast furnaces; the liquid iron that flows out of the electrochemical cells can be handled just as if it were coming out of a blast furnace, with the same equipment.
Working with industrial investors including ArcelorMittal, says Rauwerdink, allows the startup to learn “how to integrate our technology into their plants—how to handle the raw materials coming in, the metal products coming out of our systems, and how to integrate downstream into their established processes.”
The startup’s headquarters in a business park about 15 miles outside Boston is far from any steel manufacturing, but these days it’s drawing frequent visitors from the industry. There, the startup’s pilot-scale electrochemical unit, the size of a large furnace, is intentionally designed to be familiar to those potential customers. If you ignore the hordes of electrical cables running in and out of it, and the boxes of electric equipment surrounding it, it’s easy to forget that the unit is not just another part of the standard steelmaking process. And that’s exactly what Boston Metal is hoping for.
The company expects to have an industrial-scale unit ready for use by 2025 or 2026. The deadline is key, because Boston Metal is counting on commitments that many large steelmakers have made to reach zero carbon emissions by 2050. Given that the life of an average blast furnace is around 20 years, that means having the technology ready to license before 2030, as steelmakers plan their long-term capital expenditures. But even now, says Rauwerdink, demand is growing for green steel, especially in Europe, where it’s selling for a few hundred dollars a metric ton more than the conventional product.
It’s that kind of blossoming market for clean technologies that many of today’s startups are depending on. The recent corporate commitments to decarbonize, and the IRA and other federal spending initiatives, are creating significant demand in markets “that previously didn’t exist,” says Michael Kearney, a partner at Engine Ventures.
One wild card, however, will be just how aggressively and faithfully corporations pursue ways to transform their core businesses and to meet their publicly stated goals. Funding a small pilot-scale project, says Kearney, “looks more like greenwashing if you have no intention of scaling those projects.” Watching which companies move from pilot plants to full-scale commercial facilities will tell you “who’s really serious,” he says. Putting aside the fears of greenwashing, Kearney says it’s essential to engage these large corporations in the transition to cleaner technologies.
Susan Schofer, a partner at the venture firm SOSV, has some advice for those VCs and startups reluctant to work with existing companies in traditionally heavily polluting industries: Get over it. “We need to partner with them. These incumbents have important knowledge that we all need to get in order to effect change. So there needs to be healthy respect on both sides,” she says. Too often, she says, there is “an attitude that we don’t want to do that because it’s helping an incumbent industry.” But the reality, she says, is that finding ways for such industries to save energy or use cleaner technologies “can make the biggest difference in the near term.”
Getting lucky
It’s tempting to dismiss the history of cleantech 1.0. It was more than a decade ago, and there’s a new generation of startups and investors. Far more money is around today, along with a broader range of financing options. Surely we’re savvier these days.
But it would be a mistake to ignore the past failures. The challenges of commercializing climate technologies rooted in advances in science and engineering remain the same: not only are they expensive and risky to scale up, but you’re aiming to compete in mature markets characterized by commodity products with low margins. The economics, despite what some Silicon Valley boosters might proclaim, haven’t changed.
Many of the technologies that we’re so excited about today could fail. Even as billions are flowing into green hydrogen and direct air capture, these technologies remain highly speculative and may prove too expensive to ever be competitive. Fusion might never be a working source of power. Some of the venture-backed startups that are pinning their hopes on green cement or steel could, like the advanced biofuels startups of the late 2000s, be gone in a few years. And that’s not even mentioning the plethora of early-stage startups with exotic technologies that gained funding in recent years and are little more than lab experiments with no discernible markets.
The most enduring lesson from cleantech 1.0 is a simple one: the survival of climate-tech startups depends on demand for their inventions from large and expanding markets. Take, for instance, the company that gave me the strange sense of déjà vu; for years 1366 Technologies, which in 2021 became CubicPV, chased after ways to improve solar manufacturing, developing a new method for making the wafers that are the backbone of solar cells. But nearly all wafer production was done in China, by that country’s own manufacturers. Without buyers for its wafers, 1366 spent much of the 2010s biding its time, making technical advances and building expertise—surviving thanks to its patient venture investors.
Then came the 2022 US climate bill, and the startup’s prospects changed overnight. As US solar manufacturers race to ramp up their production, says van Mierlo, domestic supply of the silicon wafers could become a critical bottleneck. Suddenly, CubicPV has a huge potential market for its innovations. “I would like to say it’s all strategy,” says van Mierlo, “but, you know, we just got lucky.”
Even if companies do heed the lessons of the past, shifting political winds could once again derail the “luck” of today’s climate-tech investments. The IRA passed without a single vote from Republicans in either the House or the Senate. If a Republican president is elected next year, they could try to end much of the funding. In the UK, the prime minister recently proposed weakening the country’s climate policies to slow down its green energy transition. And other countries have also shown an unpredictable commitment to new, cleaner technologies during tough economic times.
In a recent paper, Syracuse University’s Popp and his coauthor traced many of the woes of cleantech 1.0 back to a largely forgotten Senate election in early 2010. After the death of the liberal Democrat Ted Kennedy, Massachusetts voters surprisingly elected the Tea Party–adjacent Republican Scott Brown, dooming a comprehensive climate bill in Congress. Without the legislation’s anticipated carbon pricing, many venture investors lost interest in clean-energy startups.
If a similar political shift were to happen again, it could be a disaster for badly needed innovations. The lingering damage from the collapse of cleantech 1.0 was not to the wallets of venture investors. The far greater harm was the death of startups with once promising technologies: more efficient solar cells, batteries made of more abundant materials, and cleaner fuels. Those failures ripped the heart out of a generation of cleantech entrepreneurs and investors. Clever new ideas emerging from university labs had few productive places to go. The critical role that venture-backed startups can play in the energy transition by turning radical new advances into sustainable businesses was crushed. Innovation in climate tech went into a decade-long winter.
We can’t afford to fail again. We desperately need the new advances. But at the same time, the techno-optimism that often surrounds these startups needs to be tempered. We’re not just a few breakthroughs away from solving the climate crisis. Today’s venture-back startups are just one piece of the far larger effort to create a clean economy. Investors and founders need to learn how they fit into this massive undertaking and develop more self-awareness about the constraints and limitations they face. The hubris of Silicon Valley investors that helped doom cleantech 1.0 needs to be checked.
For many venture capitalists, climate tech is a mindset and business model that still doesn’t work. But some, including numerous veterans of cleantech 1.0, have learned from the past failures. As more and more remarkable advances emerge out of academic labs, investors with many more financial tools available to them are ready to turn the breakthroughs into viable businesses.
This time they’re fully aware of the time and money it takes—and the willingness to tolerate risk. With some luck, they could succeed.
The power grid is growing increasingly complex as more renewable energy sources come online. Where once a small number of large power plants supplied most homes at a consistent flow, now millions of solar panels generate variable electricity. Increasingly unpredictable weather adds to the challenge of balancing demand with supply. To manage the chaos, grid operators are increasingly turning to artificial intelligence.
AI’s ability to learn from large amounts of data and respond to complex scenarios makes it particularly well suited to the task of keeping the grid stable, and a growing number of software companies are bringing AI products to the notoriously slow-moving energy industry.
The US Department of Energy has recognized this trend, recently awarding $3 billion in grants to various “smart grid” projects that include AI-related initiatives.
The excitement about AI in the energy sector is palpable. Some are already speculating about the possibility of a fully automated grid where, in theory, no humans would be needed to make everyday decisions.
But that prospect remains far off; for now, the promise lies in the potential for AI to help humans, providing real-time insights for better grid management. Here are four of the ways that AI is already changing how grid operators do their work.
1. Faster and better decision-making
The power grid system is often described as the most complex machine ever built. Because the grid is so vast, it is impossible for any one person to fully grasp everything happening within it at a given moment, let alone predict what will happen later.
Feng Qiu, a scientist at Argonne National Laboratory, a federally funded research institute, explains that AI aids the grid in three key ways: by helping operators to understand current conditions, make better decisions, and predict potential problems.
Qiu has spent years researching how machine learning can improve grid operations. In 2019, his team partnered with Midcontinent Independent System Operator (MISO), a grid operator serving 15 US states and parts of Canada, to test a machine-learning model meant to optimize the daily planning for a grid comparable in scale to MISO’s expansive network.
Every day, grid system operators like MISO run complex mathematical calculations that predict how much electricity will be needed the next day and try to come up with the most cost-effective way to dispatch that energy.
The machine-learning model from Qiu’s team showed that this calculation can be done 12 times faster than is possible without AI, reducing the time required from nearly 10 minutes to 60 seconds. Considering that system operators do these calculations multiple times a day, the time savings could be significant.
Currently, Qiu’s team is developing a model to forecast power outages by incorporating factors like weather, geography, and even income levels of different neighborhoods. With this data, the model can highlight patterns such as the likelihood of longer and more frequent power outages in low-income areas with poor infrastructure. Better predictions can help prevent outages, expedite disaster response, and minimize suffering when such problems do happen.
2. Tailored approach for every home
AI integration efforts are not limited to research labs. Lunar Energy, a battery and grid-technology startup, uses AI software to help its customers optimize their energy usage and save money.
“You have this web of millions of devices, and you have to create a system that can take in all the data and make the right decision not only for each individual customer but also for the grid,” says Sam Wevers, Lunar Energy’s head of software. “That’s where the power of AI and machine learning comes in.”
Lunar Energy’s Gridshare software gathers data from tens of thousands of homes, collecting information on energy used to charge electric vehicles, run dishwashers and air conditioners, and more. Combined with weather data, this information feeds a model that creates personalized predictions of individual homes’ energy needs.
As an example, Wevers describes a scenario where two homes on a street have identically sized solar panels but one home has a tall backyard tree that creates afternoon shade, so its panels generate slightly less energy. This kind of detail would be impossible for any utility company to manually keep track of on a household level, but AI enables these kinds of calculations to be made automatically on a vast scale.
Services like Gridshare are mainly designed to help individual customers save money and energy. But in the aggregate, it also provides utility companies with clearer behavioral patterns that help them improve energy planning. Capturing such nuances is vital for grid responsiveness.
3. Making EVs work with the grid
While critical for the clean-energy transition, electric vehicles pose a real challenge for the grid.
John Taggart, cofounder and CTO of WeaveGrid, says EV adoption adds significant energy demand. “The last time they [utility companies] had to handle this kind of growth was when air conditioners first took off,” he says.
EV adoption also tends to cluster around certain cities and neighborhoods, which can overwhelm the local grid. To relieve this burden, San Francisco–based WeaveGrid collaborates with utility companies, automakers, and charging companies to collect and analyze EV charging data.
By studying charging patterns and duration, WeaveGrid identifies optimal charging times and makes recommendations to customers via text message or app notification about when to charge their vehicles. In some cases, customers grant companies full control to automatically charge or discharge batteries based on grid needs, in exchange for financial incentives like vouchers. This turns the cars themselves into a valuable source of energy storage for the grid. Major utility companies like PG&E, DTE, and Xcel Energy have partnered on the program.
DTE Energy, a Detroit-based utility company that serves southern Michigan, has worked with WeaveGrid to help improve grid planning. The company says it was able to identify 20,000 homes with EVs in its service region and is using this data to calculate long-term load forecasts.
4. Spotting disasters before they hit
Several utility companies have already begun integrating AI into critical operations, particularly inspecting and managing physical infrastructure such as transmission lines and transformers.
For example, overgrown trees are a leading cause of blackouts, because branches can fall on electric wires or spark fires. Traditionally, manual inspection has been the norm, but given the extensive span of transmission lines, this can take several months.
PG&E, covering Northern and Central California, has been using machine learning to accelerate those inspections. By analyzing photographs captured by drones and helicopters, machine-learning models identify areas requiring tree trimming or pinpoint faulty equipment that needs repairs.
Some companies are going even further, and using AI to assess general climate risks.
Last month Rhizome, a startup based in Washington, DC, launched an AI system that takes utility companies’ historical data on the performance of energy equipment and combines it with global climate models to predict the probability of grid failures resulting from extreme weather events, such as snowstorms or wildfires.
There are dozens of improvements a utility company can make to improve resiliency, but it doesn’t have the time or funding to tackle all of them at once, says Rhizome’s cofounder and CEO, Mish Thadani. With software like this, utility companies can now make smarter decisions on which projects to prioritize.
What’s next for grid operators?
If AI is capable of swiftly making all these decisions, is it possible to simply let it run the grid and send human operators home? Experts say no.
Several major hurdles remain before we can fully automate the grid. Security poses the greatest concern.
Qiu explains that right now, there are strict protocols and checks in place to prevent mistakes in critical decisions about issues like how to respond to potential outages or equipment failures.
“The power grid has to follow a very rigorous physical law,” says Qiu. While great at enhancing controlled mathematical calculations, AI is not yet foolproof at incorporating the operating constraints and edge cases that come up in the real world. That poses too big a risk for grid operators, whose primary focus is reliability. One wrong decision at the wrong time could cascade into massive blackouts.
Data privacy is another issue. Jeremy Renshaw, a senior technical executive at the Electric Power Research Institute, says it’s crucial to anonymize customer data so that sensitive information, like what times of day people are staying home, is protected.
AI models also risk perpetuating biases that could disadvantage vulnerable communities. Historically, poor neighborhoods were often the last to get their power restored after blackouts, says Renshaw. Models trained on this data might continue assigning them a lower priority when utilities work to turn the power back on.
To address these potential biases, Renshaw emphasizes the importance of workforce training as companies adopt AI, so staff understand which tasks are and aren’t appropriate for the technology to handle.
“You could probably pound in a screw with a hammer, but if you use the screwdriver, it would probably work a lot better,” he says.
This article is from The Spark, MIT Technology Review’s weekly climate newsletter. To receive it in your inbox every Wednesday, sign up here.
Ah, the holidays. Time for good food, quality moments with family, and hard questions about climate change … or is that last one just something that happens to me?
I’m a climate reporter, so at parties I’m often peppered with questions about my job, and more broadly about climate change and climate technology. Sometimes these questions can spark a heated conversation, and I have to admit, I often change the subject or sneak away for a cookie. But all these conversations have shown me that a lot of people have heard confusing things about climate change on cable news or the internet or from their friend in book club, and they want to know more.
With Thanksgiving and other big holidays coming up, you might find yourself in a similar position. So grab some green bean casserole (made with canned green beans, of course) and let’s dig into a few questions about climate technology that might come up.
Touchy Climate Topic #1: I’ve heard EVs are worse for the environment than regular cars—the power has to come from somewhere, after all.
In almost every case today, battery-powered vehicles produce fewer emissions than those with internal-combustion engines. The exact size of those differences does depend on where you are in the world, what is powering the electrical grid, and what sort of vehicle you’re driving in the first place.
Regional differences can be significant, as catalogued in a 2021 study from the International Council on Clean Transportation. In the US and Europe, an electric car will cut emissions by between 60% and 70% relative to a gas-powered one. In places like China and India, where the grid is powered by a higher fraction of fossil fuels like coal, the savings are lower—20% to 35% in India and 35% to 45% in China.
Vehicle size matters here too. If you really stack the deck, it’s true that some vehicles with batteries in them can wind up being worse for the planet than some vehicles with combustion engines. Take, for instance, the Hummer EV, a monstrosity that is responsible for 341 grams of carbon dioxide per mile driven. That’s more than a Toyota Corolla running on gasoline (269 grams), according to a 2022 analysis by Quartz research.
One crucial point to remember is that there’s a clear path for EVs to keep getting even better in the future. Batteries are getting more efficient. Recycling efforts are underway (more on this later). And grids around the world are seeing more power coming from low-carbon sources like wind, solar, hydro, and nuclear. That all adds up to EVs that will continue to get cleaner over time.
Touchy Climate Topic #2: What about all that mining for the materials that make clean tech? Isn’t that going to destroy the planet?
This one is tough, and there’s a lot of complexity when it comes to all the stuff (yes, that’s the technical term) that we need to address climate change. There are very real environmental and human rights issues around mining of all sorts.
We’ll need to mine a lot in order to build all the technology required to address climate change: about 43 million metric tons of minerals by 2040 in order to be on track for net-zero goals, according to the International Energy Agency.
The volume of mining is even higher if you take into account that some minerals are present in pretty low concentrations. Take copper, for example—a common material used for everything from transmission lines to EV batteries. Getting one ton of copper can require moving over 500 tons of rock, since sites mined today tend to have concentrations of copper below 1%.
However, even if you take into account all that waste rock, the energy transition is likely going to involve less mining than the fossil-fuel economy does today. The details will depend on how much recycling we can do, as well as how technologies evolve. If you want more details, I’d highly recommend this stellar analysis from Hannah Ritchie for a comparison.
Any mining can be harmful for the environment and for people living near mines. So it’s still worth paying careful attention to how these projects are progressing, and how we can lighten the burden of new technologies. But climate technology isn’t going to create a brand-new level of mining.
Touchy Climate Topic # 3: I heard they’re stacking wind turbine blades, solar panels, and EV batteries in landfills. Isn’t the waste from all this “clean” tech going to be a big problem?
Manufacturers are racing to get more clean energy technologies built and running, which means that in a few decades many will be reaching the end of their useful lives, and we’ll need to figure out what to do with them.
Take solar panels, for example. In 2050, we could see as much as 160 million metric tons of cumulative waste from solar panels. Sounds like a lot—and it is—but there’s a bigger problem. By then we’ll have generated a total of about 1.8 billion metric tons of e-waste, and plastic waste will top 12 billion metric tons. (For other comparisons, check out this Inside Climate News story, and the original article those numbers come from in Nature Physics.)
Overall, waste from climate tech is likely to be a facet of a much more substantial problem. Even so, there are still plenty of good reasons not to just throw old technology into the landfill. Many of the materials needed to make these items are expensive and could be reused to alleviate the need for more mining.
The good news is, widespread efforts are underway to recycle solar panels, lithium-ion batteries, and even wind turbine blades. So yes, there’s a waste problem looming, but there’s plenty of opportunity to address that now and in the future.
In the end, if you’re going to talk about climate tech at your holiday meal, remember that some people are more interested in fighting than in having a conversation, so it’s okay to just change the subject sometimes! If you’re looking for something else to talk about, I’d suggest you bring up the fact that crabs have evolved independently so many times there’s a word for the process. (It’s called carcinization.)
Enjoy your conversations about crabs and/or climate tech, and have some mashed potatoes for me!
On mining, I’d recommend this interview my colleague James Temple did with a Department of Energy official on the importance of critical minerals for clean energy. I’ll also point you to this newsletter I wrote earlier this year busting three myths about mining for clean energy.
The power grid is getting more complicated, but AI might be able to help. AI could make the grid faster and more resilient in a range of ways, from allowing operators to make faster decisions to making EVs part of the solution. Check out the latest from my colleague June Kim for more!
Keeping up with climate
New York has purchased 30,000 heat pumps for public housing units. The appliances could help save energy, cut costs, and address climate change, and these and other trials will be key in finding units that work for renters, a common barrier for the technology. (The Verge)
In related news, the US Department of Energy just announced $169 million in federal funding for domestic heat pump manufacturing. (Wired)
A $100 billion promise from nearly 15 years ago is still having effects on climate negotiations, including the upcoming UN climate talks. (Grist)
How to get more people into EVs? Pay them to turn in their old gas-guzzlers. New programs in Colorado, Vermont, and California are testing out the approach. (Bloomberg)
Pumping water up and down hills can be a cheap and effective way to store energy. But there’s a growing question about where the water for new storage projects will come from. (Inside Climate News)
Electricity supplies are changing around the world, and these charts reveal how. I loved the world map showing where fossil fuels are declining (the US, most of Europe, Japan) and where they’re still growing. (New York Times)
→ Here’s which countries are most responsible for climate change. (MIT Technology Review)
Eat Just, a maker of vegan eggs and lab-grown meat, is in a tricky financial spot. The company has faced lawsuits and difficulties paying its vendors on time, according to a new investigation. (Wired)
The country of Portugal produced more than enough renewable electricity to serve all its customers for six straight days earlier this fall. (Canary Media)
This article is from The Spark, MIT Technology Review’s weekly climate newsletter. To receive it in your inbox every Wednesday, sign up here.
Welcome back to The Spark!
I’m June Kim, a new fellow reporting on climate at Tech Review. Casey is off enjoying a well-deserved break, so this week I will be filling in for her. But rest assured, we are back with some fun news about a classic Spark topic: hot bricks! (a.k.a.thermal or heat batteries)
This is an exciting week for the heat-battery industry. Yesterday, Antora Energy, a California-based startup, announced its plan to open its first large-scale manufacturing facility in San Jose. While Antora has been producing modular heat batteries for a while, the company says this new factory will significantly increase its production capacity, which has the potential to help transition heavy industries away from fossil fuels.
I covered the announcement in detail in my recent Tech Review article. But for the newsletter today, let’s take a broader look at Antora’s announcement and the industry as a whole.
The “heat problem” in manufacturing industries
When we talk about decarbonization, we often think about electrifying everyday activities, such as transitioning from cars with internal-combustion engines to EVs, replacing gas stoves with induction cooktops, and upgrading oil furnaces to heat pumps.
However, a significant portion of global carbon emissions also stems from less visible sources: industrial manufacturing processes that produce essential materials like glass, steel, cement, and common goods like canned food and kitchen appliances. These processes require extremely high temperatures, often exceeding 1,000 or even 1,500 °C.
Currently, the primary source of this high heat is the combustion of fossil fuels. According to the International Energy Agency, industrial heat accounts for 20% of global emissions. Antora and other startups in the heat-battery sector are focusing on developing efficient, cleaner solutions for providing this essential heat.
We’ve covered thermal batteries before as a unique approach to decarbonizing heavy industry. While companies use slightly different methods to generate and store heat, the fundamental concept is pretty straightforward: renewable energy sources like wind and solar are used to heat relatively low-cost materials, such as solid carbon blocks (in Antora’s case), which are insulated until the stored heat can be discharged for manufacturing purposes.
Antora’s new factory, slated to begin operations next year, will produce modular heat batteries that can be tailored to meet the specific needs of clients.
“Reindustrialization of the American heartland”
In my conversation with Justin Briggs, a cofounder and chief operating officer at Antora, he brought up his vision for the “reindustralization of the American heartland.” He believes that by offering cleaner heat to industries traditionally reliant on fossil fuels, heat batteries can help these sectors continue to grow while reducing emissions at the same time.
I found this perspective intriguing, as it’s often overlooked. Climate technologies aren’t just about the technology itself and what it enables; they also impact the people working in these industries or those directly affected by the technology.
Briggs’s theory is that people who already work with hot manufacturing processes won’t require much retraining to use Antora’s product, making it an appealing option for companies looking to take advantage of a boom in clean-energy funding.
This boom is driven in part by government policies, like the Inflation Reduction Act, that provide funding to accelerate the transition away from fossil fuels. A major concern is how to help emissions-heavy industries like manufacturing and their workforces transition to cleaner processes without major disruption—such as shutting down, or bringing in entirely new workforces to operate new technologies.
Industry experts are closely monitoring the market and express excitement about what the future holds—but also emphasize that we’re still in the industry’s very early stages.
Blaine Collison, an executive director at the Renewable Thermal Collaborative, a coalition working to decarbonize industrial heat, told me that he believes heat batteries are “on the verge of substantial initial scaling.”
His optimism is partly due to heat batteries’ flexibility and their capacity to address multiple issues simultaneously. For one thing, these batteries can relieve the pressure on the grid by storing excess renewable energy while providing a cleaner source of heat to industries that have traditionally relied on fossil fuels.
Antora’s announcement of its new plant is clear evidence of this trend. Rondo Energy, another startup producing heat batteries, already operates its own manufacturing facility and will be increasing its production capacity soon. And a German company, Kraftblock, has joined forces with companies like Pepsi to replace gas-fired boilers with heat batteries, reducing emissions from the production of items such as potato chips and canned drinks.
Heat batteries may not be the only solution to the industrial heat problem, but they are certainly an exciting field to keep a close eye on.
When it comes to “electrifying everything,” beer is in on the action too. MIT Tech Review’s senior energy editor, James Temple, wrote about how AtmosZero is using electrified boilers to reduce emissions at a brewery.
Investigations revealed that Occidental Petroleum’s big bet on carbon capture fell short of its big promises. It highlights the risk of greenwashing and of overreliance on CCS (carbon capture and storage) in meeting companies’ climate goals. (Bloomberg)
The economic rivalry between the US and China is expanding to minerals. That could have lasting consequences for EV expansion in the US. (Heatmap News)
More and more outdoor workers face dangerous working conditions from extreme heat. There are no good regulations in place to protect them. (Grist)
There is a lot of misinformation when it comes to climate solutions. Here’s a comprehensive fact-check on common misconceptions around electric vehicles. (Carbon Brief)
This video shows, step by step, how a New York–based company captures CO2 into a concrete block. (Canary Media) Vermont’s Green Mountain Power is doing something that few utility companies do: giving out large batteries to customers to prevent blackouts. (The New York Times)