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A practical guide to using the climate law to get cheaper solar panels, heat pumps, and more.

Today marks the one year anniversary of the Inflation Reduction Act, the biggest investment in tackling climate change the United States has ever made. The law consists of dozens of subsidies to help individuals, households, and businesses adopt clean energy technologies. Many of these solutions will also help people save money on their energy bills, reduce pollution, and improve their resilience to disasters.
But understanding how much funding is available for what, and how to get it, can be pretty confusing. Many Americans are not even aware that these programs exist. A poll conducted by The Washington Post and the University of Maryland in late July found that about 66% of Americans say they have heard “little” or “nothing at all” about the law’s incentives for installing rooftop solar panels, and 77% have heard little or nothing about subsidies for heat pumps. This tracks similar polling that Heatmap conducted last winter, suggesting not much has changed since then.
Below is Heatmap’s guide to the IRA’s incentives for cutting your carbon footprint at home. If you haven’t heard much about how the IRA can help you decarbonize your life, this guide is for you. If you have heard about the available subsidies, but aren’t sure how much they are worth or where to begin, I’ll walk you through it. (And if you’re looking for information about the electric vehicle tax credit, my colleague at Heatmap Robinson Meyer has you covered with this buyer’s guide.)
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There’s funding for almost every solution you can think of to make your home more energy efficient and reduce your fossil fuel use, whether you want to install solar panels, insulate your attic, replace your windows, or buy electric appliances. If you need new wiring or an electrical panel upgrade before you can get heat pumps or solar panels, there’s some money available for that, too.
The IRA created two types of incentives for home energy efficiency improvements: Unlimited tax credits that will lower the amount you owe when you file your taxes, and $8.8 billion in rebates that function as up-front discounts or post-installation refunds on equipment and services.
The tax credits are available now, but the rebates are not. The latter will be administered by states, which must apply for funding and create programs before the money can go out. The Biden administration began accepting applications at the end of July and expects states to begin rolling out their programs later this year or early next.
The home tax credits are available to everyone that owes taxes. The rebates, however, will have income restrictions (more on this later).
“The Inflation Reduction Act is not a limited time offer,” according to Ari Matusiak, the CEO of the nonprofit advocacy group Rewiring America. The rebate programs will only be available until the money runs out, but, again, none of them have started yet. Meanwhile, there’s no limit on how many people can claim the tax credits, and they’ll be available for at least the next decade. That means you don’t need to rush and replace your hot water heater if you have one that works fine. But when it does break down, you’ll have help paying for a replacement.
You might want to hold off on buying new appliances or getting insulation — basically any improvements inside your house. There are tax credits available for a lot of this stuff right now, but you’ll likely be able to stack them with rebates in the future.
However, if you’re thinking of installing solar panels on your roof or getting a backup battery system, there’s no need to wait. The rebates will not cover those technologies.
A few other caveats: There’s a good chance your state, city, or utility already offers rebates or other incentives for many of these solutions. Check with your state’s energy office or your utility to find out what’s available. Also, it can take months to get quotes and line up contractors to get this kind of work done. If you want to be ready when the rebates hit, it’s probably a good idea to do some of the legwork now.
If you do nothing else this year, consider getting a professional home energy audit. This will cost several hundred dollars, depending on where you live, but you’ll be able to get 30% off or up to $150 back under the IRA’s home improvement tax credit. Doing an audit will help you figure out which solutions will give you the biggest bang for your buck, and how to prioritize them once more funding becomes available. The auditor might even be able to explain all of the existing local rebate programs you’re eligible for.
The Internal Revenue Service will allow you to work with any home energy auditor until the end of this year, but beginning in 2024, you must hire an auditor with specific qualifications in order to claim the credit.
Let’s start with what’s inside your home. In addition to an energy audit, the Energy Efficiency Home Improvement Credit offers consumers 30% off the cost (after any other subsidies, and excluding labor) of Energy Star-rated windows and doors, insulation, and air sealing.
There’s a maximum amount you can claim for each type of equipment each year:
$600 for windows
$500 for doors
$1,200 for air sealing and insulation
The Energy Efficiency Home Improvement Credit also covers heat pumps, heat pump water heaters, and electrical panel upgrades, including the cost of installation for those systems. You can get:
$2,000 for heat pumps
$600 for a new electrical panel
Yes, homeowners can only claim up to $3,200 per year under this program until 2032.
Also, one downside to the Energy Efficiency Home Improvement Credit is that it does not carry over. If you spend enough on efficiency to qualify for the full $3,200 in a given year, but you only owe the federal government $2,000 for the year, your bill will go to zero and you will miss out on the remaining $1,200 credit. So it could be worth your while to spread the work out.
The other big consumer-oriented tax credit, the Residential Clean Energy Credit, offers homeowners 30% off the cost of solar panels and solar water heaters. It also covers battery systems, which store energy from the grid or from your solar panels that you can use when there’s a blackout, or sell back to your utility when the grid needs more power.
The subsidy has no limits, so if you spend $35,000 on solar panels and battery storage, including labor, you’ll be eligible for the full 30% refund, or $10,500. The credit can also be rolled over, so if your tax liability that year is only $5,000, you’ll be able to claim more of it the following year, and continue doing so until you’ve received the full value.
Geothermal heating systems are also covered under this credit. (Geothermal heat pumps work similarly to regular heat pumps, but they use the ground as a source and sink for heat, rather than the ambient air.)
Here’s what we know right now. The IRA funded two rebate programs. One, known as the Home Energy Performance-Based Whole House Rebates, will provide discounts to homeowners and landlords based on the amount of energy a home upgrade is predicted to save.
Congress did not specify which energy-saving measures qualify — that’s something state energy offices will decide when they design their programs. But it did cap the total amount each household could receive, based on income. For example, if your household earns under 80% of the area median income, and you make improvements that cut your energy use by 35%, you’ll be eligible for up to $8,000. If your household earns more than that, you can get up to $4,000.
There’s also the High-Efficiency Electric Home Rebate Program, which will provide discounts on specific electric appliances like heat pumps, an induction stove, and an electric clothes dryer, as well as a new electrical panel and wiring. Individual households can get up to $14,000 in discounts under this program, although there are caps on how much is available for each piece of equipment. This money will only be available to low- and moderate-income households, or those earning under 150% of the area median income.
Renters with a household income below 150% of the area median income qualify for rebates on appliances that they should be able to install without permission from their landlords, and that they can take with them if they move. For example, portable appliances like tabletop induction burners, clothes dryers, and window-unit heat pumps are all eligible for rebates.
It’s also worth noting that there is a lot of funding available for multifamily building owners. If you have a good relationship with your landlord, you might want to talk to them about the opportunity to make lasting investments in their property. Under the performance-based rebates program, apartment building owners can get up to $400,000 for energy efficiency projects.
For the most part, yes. But the calculus gets tricky when it comes to heat pumps.
Experts generally agree that no matter where you live, switching from an oil or propane-burning heating system or electric resistance heaters to heat pumps will lower your energy bills. Not so if you’re switching over from natural gas.
Electric heat pumps are three to four times more efficient than natural gas heating systems, but electricity is so much more expensive than gas in some parts of the country that switching from gas to a heat pump can increase your overall bills a bit. Especially if you also electrify your water heater, stove, and clothes dryer.
That being said, Rewiring America estimates that switching from gas to a heat pump will lower bills for about 60% of households. Many utilities offer tools that will help you calculate your bills if you make the switch.
The good news is that all the measures I’ve discussed in this article are expected to cut carbon emissions and pollution, even if most of your region’s electricity still comes from fossil fuels. For some, that might be worth the monthly premium.
Tax Credit #1 offers 30% off the cost of energy audits, windows, doors, insulation, air sealing, heat pumps, electrical panels, with a $3200-per-year allowance and individual item limits.
Tax Credit #2 offers 30% off the cost of solar panels, solar water heaters, batteries, and geothermal heating systems.
Rebate Program #1 will offer discounts on whole-home efficiency upgrades depending on how much they reduce your energy use, with an $8,000 cap for lower-income families and a $4,000 cap for everyone else.
Rebate Program #2 is only for low- and moderate- income households, and will offer discounts on specific electric appliances, with a $14,000 cap.
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On New York’s gas, Southwest power lines, and a solar bankruptcy
Current conditions: The Philippines is facing yet another deadly cyclone as Super Typhoon Fung-wong makes landfall just days after Typhoon Kalmaegi • Northern Great Lakes states are preparing for as much as six inches of snow • Heavy rainfall is triggering flash floods in Uganda.
The United Nations’ annual climate conference officially started in Belém, Brazil, just a few hours ago. The 30th Conference of the Parties to the UN Framework Convention on Climate Change comes days after the close of the Leaders Summit, which I reported on last week, and takes place against the backdrop of the United States’ withdrawal from the Paris Agreement and a general pullback of worldwide ambitions for decarbonization. It will be the first COP in years to take place without a significant American presence, although more than 100 U.S. officials — including the governor of Wisconsin and the mayor of Phoenix — are traveling to Brazil for the event. But the Trump administration opted against sending a high-level official delegation.
“Somehow the reduction in enthusiasm of the Global North is showing that the Global South is moving,” Corrêa do Lago told reporters in Belém, according to The Guardian. “It is not just this year, it has been moving for years, but it did not have the exposure that it has now.”

New York regulators approved an underwater gas pipeline, reversing past decisions and teeing up what could be the first big policy fight between Governor Kathy Hochul and New York City Mayor-elect Zohran Mamdani. The state Department of Environmental Conservation issued what New York Focus described as crucial water permits for the Northeast Supply Enhancement project, a line connecting New York’s outer borough gas network to the fracking fields of Pennsylvania. The agency had previously rejected the project three times. The regulators also announced that the even larger Constitution pipeline between New York and New England would not go ahead. “We need to govern in reality,” Hochul said in a statement. “We are facing war against clean energy from Washington Republicans, including our New York delegation, which is why we have adopted an all-of-the-above approach that includes a continued commitment to renewables and nuclear power to ensure grid reliability and affordability.”
Mamdani stayed mostly mum on climate and energy policy during the campaign, as Heatmap’s Robinson Meyer wrote, though he did propose putting solar panels on school roofs and came out against the pipeline. While Mamdani seems unlikely to back the pipeline Hochul and President Donald Trump have championed, during a mayoral debate he expressed support for the governor’s plan to build a new nuclear plant upstate.
Late last week, Pine Gate Renewables became the largest clean energy developer yet to declare bankruptcy since Trump and Congress overhauled federal policy to quickly phase out tax credits for wind and solar projects. In its Chapter 11 filings, the North Carolina-based company blamed provisions in Trump’s One Big Beautiful Bill Act that put strict limits on the use of equipment from “foreign entities of concern,” such as China. “During the [Inflation Reduction Act] days, pretty much anyone was willing to lend capital against anyone building projects,” Pol Lezcano, director of energy and renewables at the real estate services and investment firm CBRE, told the Financial Times. “That results in developer pipelines that may or may not be realistic.”
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The Southwest Power Pool’s board of directors approved an $8.6 billion slate of 50 transmission projects across the grid system’s 14 states. The improvements are set to help the grid meet what it expects to be doubled demand in the next 10 years. The investments are meant to harden the “backbone” of the grid, which the operator said “is at capacity and forecasted load growth will only exacerbate the existing strain,” Utility Dive reported. The grid operator also warned that “simply adding new generation will not resolve the challenges.”
Oil giant Shell and the industrial behemoth Mitsubishi agreed to provide up to $17 million to a startup that plans to build a pilot plant capable of pulling both carbon dioxide and water from the atmosphere. The funding would cover the direct air capture startup Avnos’ Project Cedar. The project could remove 3,000 metric tons of carbon from the atmosphere every year, along with 6,000 tons of clean freshwater. “What you’re seeing in Shell and Mitsubishi investing here is the opportunity to grow with us, to sort of come on this commercialization journey with us, to ultimately get to a place where we’re offering highly cost competitive CO2 removal credits in the market,” Will Kain, CEO of Avnos, told E&E News.
The private capital helps make up for some of the federal funding the Trump administration is expected to cut as part of broad slashes to climate-tech investments. But as Heatmap’s Emily Pontecorvo reported last month from north of the border, Canada is developing into a hot zone of DAC development.
The future of remote sensing will belong to China. At least, that’s what the research suggests. This broad category involves the use of technologies such as lasers, imagery, and hyperspectral imagery, and is key to everything from autonomous driving to climate monitoring. At least 47% of studies in peer-reviewed publications on remote sensing now originate in China, while just 9% come from the United States, according to the New York University paper. That research clout is turning into an economic advantage. China now accounts for the majority of remote sensing patents filed worldwide. “This represents one of the most significant shifts in global technological leadership in recent history,” Debra Laefer, a professor in the NYU Tandon Civil and Urban Engineering program and the lead author, said in a statement.
The company is betting its unique vanadium-free electrolyte will make it cost-competitive with lithium-ion.
In a year marked by the rise and fall of battery companies in the U.S., one Bay Area startup thinks it can break through with a twist on a well-established technology: flow batteries. Unlike lithium-ion cells, flow batteries store liquid electrolytes in external tanks. While the system is bulkier and traditionally costlier than lithium-ion, it also offers significantly longer cycle life, the ability for long-duration energy storage, and a virtually impeccable safety profile.
Now this startup, Quino Energy, says it’s developed an electrolyte chemistry that will allow it to compete with lithium-ion on cost while retaining all the typical benefits of flow batteries. While flow batteries have already achieved relatively widespread adoption in the Chinese market, Quino is looking to India for its initial deployments. Today, the company announced that it’s raised $10 million from the Hyderabad-based sustainable energy company Atri Energy Transitions to demonstrate and scale its tech in the country.
“Obviously some Trump administration policies have weakened the business case for renewables and therefore also storage,” Eugene Beh, Quino’s founder and CEO, told me when I asked what it was like to fundraise in this environment. “But it’s actually outside the US, where the appetite still remains very strong.”
The deployment of battery energy storage in India lags far behind the pace of renewables adoption, presenting both a challenge and an opportunity for the sector. “India does have an opportunity to leapfrog into a more flexible, resilient, and sustainable power system,” Shreyes Shende, a senior research associate at Johns Hopkins’ Net Zero Industrial Policy Lab, told me. The government appears eager to make it happen, setting ambitious targets and offering ample incentives for tech-neutral battery storage deployments, as it looks to lean into novel technologies.
“Indian policymakers have been trying to double down on the R&D and innovation landscape because they’re trying to figure out, how do you reduce dependence on these lithium ion batteries?” Shende said. China dominates the global lithium-ion market, and also has a fractious geopolitical relationship with India, So much like the U.S., India is eager to reduce its dependence on Chinese imports. “Anything that helps you move away from that would only be welcome as long as there’s cost compatibility,” he added
Beh told me that India also presents a natural market for Quino’s expansion, in large part because the key raw material for its proprietary electrolyte chemistry — a clothing dye derived from coal tar — is primarily produced in China and India. But with tariffs and other trade barriers, China poses a much more challenging environment to work in or sell from these days, making the Indian market a simpler choice.
Quino’s dye-based electrolyte is designed to be significantly cheaper than the industry standard, which relies on the element vanadium dissolved in an acidic solution. In vanadium flow batteries, the electrolyte alone can account for roughly 70% of the product’s total cost, Beh said. “We’re using exactly the same hardware as what the vanadium flow battery manufacturers are doing,” he told me minus the most expensive part. “Instead, we use our organic electrolyte in place of vanadium, which will be about one quarter of the cost.”
Like many other companies these days, Beh views data centers as a key market for Quino’s tech — not just because that’s where the money’s at, but also due to one of flow batteries’ core advantages: their extremely long cycle lives. While lithium-ion energy storage systems can only complete from 3,000 to 5,000 cycles before losing 20% or more of their capacity, with flow batteries, the number of cycles doesn’t correlate with longevity at all. That’s because their liquid-based chemistry allows them to charge and discharge without physically stressing the electrodes.
That’s a key advantage for AI data centers, which tend to have spiky usage patterns determined by the time of day and events that trigger surges in web traffic. Many baseload power sources can’t ramp quickly enough to meet spikes in demand, and gas peaker plants are expensive. That makes batteries a great option — especially those that can respond to fluctuations by cycling multiple times per day without degrading their performance.
The company hasn’t announced any partnerships with data center operators to date — though hyperscalers are certainly investing in the Indian market. First up will be getting the company’s demonstration plants online in both California and India. Quino already operates a 100-kilowatt-hour pilot facility near Buffalo, New York, and was awarded a $10 million grant from the California Energy Commission and a $5 million grant from the Department of Energy this year to deploy a larger, 5-megawatt-hour battery at a regional health care center in Southern California. Beh expects that to be operational by the end of 2027.
But its plans in India are both more ambitious and nearer-term. In partnership with Atri, the company plans to build a 150- to 200-megawatt-hour electrolyte production facility, which Beh says should come online next year. With less government funding in the mix, there’s simply less bureaucracy to navigate, he explained. Further streamlining the process is the fact that Atri owns the site where the plant will be built. “Obviously if you have a motivated site owner who’s also an investor in you, then things will go a lot faster,” Beh told me.
The goal for this facility is to enable production of a battery that’s cost-competitive with vanadium flow batteries. “That ought to enable us to enter into a virtuous cycle, where we make something cheaper than vanadium, people doing vanadium will switch to us, that drives more demand, and the cost goes down further,” Beh told me. Then, once the company scales to roughly a gigawatt-hour of annual production, he expects it will be able to offer batteries with a capital cost roughly 30% lower than lithium-ion energy storage systems.
If it achieves that target, in theory at least, the Indian market will be ready. A recent analysis estimates that the country will need 61 gigawatts of energy storage capacity by 2030 to support its goal of 500 gigawatts of clean power, rising to 97 gigawatts by 2032. “If battery prices don’t fall, I think the focus will be towards pumped hydro,” Shende told me. That’s where the vast majority of India’s energy storage comes from today. “But in case they do fall, I think battery storage will lead the way.”
The hope is that by the time Quino is producing at scale overseas, demand and investor interest will be strong enough to support a large domestic manufacturing plant as well. “In the U.S., it feels like a lot of investment attention just turned to AI,” Beh told me, explaining that investors are taking a “wait and see” approach to energy infrastructure such as Quino. But he doesn’t see that lasting. “I think this mega-trend of how we generate and use electricity is just not going away.”
There has been no new nuclear construction in the U.S. since Vogtle, but the workers are still plenty busy.
The Trump administration wants to have 10 new large nuclear reactors under construction by 2030 — an ambitious goal under any circumstances. It looks downright zany, though, when you consider that the workforce that should be driving steel into the ground, pouring concrete, and laying down wires for nuclear plants is instead building and linking up data centers.
This isn’t how it was supposed to be. Thousands of people, from construction laborers to pipefitters to electricians, worked on the two new reactors at the Plant Vogtle in Georgia, which were intended to be the start of a sequence of projects, erecting new Westinghouse AP1000 reactors across Georgia and South Carolina. Instead, years of delays and cost overruns resulted in two long-delayed reactors 35 miles southeast of Augusta, Georgia — and nothing else.
“We had challenges as we were building a new supply chain for a new technology and then workforce,” John Williams, an executive at Southern Nuclear Operating Company, which owns over 45% of Plant Vogtle, said in a webinar hosted by the environmental group Resources for the Future in October.
“It had been 30 years since we had built a new nuclear plant from scratch in the United States. Our workforce didn’t have that muscle memory that they have in other parts of the world, where they have been building on a more regular frequency.”
That workforce “hasn’t been building nuclear plants” since heavy construction stopped at Vogtle in 2023, he noted — but they have been busy “building data centers and car manufacturing in Georgia.”
Williams said that it would take another “six to 10” AP1000 projects for costs to come down far enough to make nuclear construction routine. “If we were currently building the next AP1000s, we would be farther down that road,” he said. “But we’ve stopped again.”
J.R. Richardson, business manager and financial secretary of the International Brotherhood of Electric Workers Local 1579, based in Augusta, Georgia, told me his union “had 2,000 electricians on that job,” referring to Vogtle. “So now we have a skill set with electricians that did that project. If you wait 20 or 30 years, that skill set is not going to be there anymore.”
Richardson pointed to the potential revitalization of the failed V.C. Summer nuclear project in South Carolina, saying that his union had already been reached out to about it starting up again. Until then, he said, he had 350 electricians working on a Meta data center project between Augusta and Atlanta.
“They’re all basically the same,” he told me of the data center projects. “They’re like cookie cutter homes, but it’s on a bigger scale.”
To be clear, though the segue from nuclear construction to data center construction may hold back the nuclear industry, it has been great for workers, especially unionized electrical and construction workers.
“If an IBEW electrician says they're going hungry, something’s wrong with them,” Richardson said.
Meta’s Northwest Louisiana data center project will require 700 or 800 electricians sitewide, Richardson told me. He estimated that of the IBEW’s 875,000 members, about a tenth were working on data centers, and about 30% of his local were on a single data center job.
When I asked him whether that workforce could be reassembled for future nuclear plants, he said that the “majority” of the workforce likes working on nuclear projects, even if they’re currently doing data center work. “A lot of IBEW electricians look at the longevity of the job,” Richardson told me — and nuclear plants famously take a long, long time to build.
America isn’t building any new nuclear power plants right now (though it will soon if Rick Perry gets his way), but the question of how to balance a workforce between energy construction and data center projects is a pressing one across the country.
It’s not just nuclear developers that have to think about data centers when it comes to recruiting workers — it’s renewables developers, as well.
“We don’t see people leaving the workforce,” said Adam Sokolski, director of regulatory and economic affairs at EDF Renewables North America. “We do see some competition.”
He pointed specifically to Ohio, where he said, “You have a strong concentration of solar happening at the same time as a strong concentration of data center work and manufacturing expansion. There’s something in the water there.”
Sokolski told me that for EDF’s renewable projects, in order to secure workers, he and the company have to “communicate real early where we know we’re going to do a project and start talking to labor in those areas. We’re trying to give them a market signal as a way to say, We’re going to be here in two years.”
Solar and data center projects have lots of overlapping personnel needs, Sokolski said. There are operating engineers “working excavators and bulldozers and graders” or pounding posts into place. And then, of course, there are electricians, who Sokolski said were “a big, big piece of the puzzle — everything from picking up the solar panel off from the pallet to installing it on the racking system, wiring it together to the substations, the inverters to the communication systems, ultimately up to the high voltage step-up transformers and onto the grid.”
On the other hand, explained Kevin Pranis, marketing manager of the Great Lakes regional organizing committee of the Laborers’ International Union of North America, a data center is like a “fancy, very nice warehouse.” This means that when a data center project starts up, “you basically have pretty much all building trades” working on it. “You’ve got site and civil work, and you’re doing a big concrete foundation, and then you’re erecting iron and putting a building around it.”
Data centers also have more mechanical systems than the average building, “so you have more electricians and more plumbers and pipefitters” on site, as well.
Individual projects may face competition for workers, but Pranis framed the larger issue differently: Renewable energy projects are often built to support data centers. “If we get a data center, that means we probably also get a wind or solar project, and batteries,” he said.
While the data center boom is putting upward pressure on labor demand, Pranis told me that in some parts of the country, like the Upper Midwest, it’s helping to compensate for a slump in commercial real estate, which is one of the bread and butter industries for his construction union.
Data centers, Pranis said, aren’t the best projects for his members to work on. They really like doing manufacturing work. But, he added, it’s “a nice large load and it’s a nice big building, and there’s some number of good jobs.”