Climate 411

How to make the data center buildout in North Carolina cleaner, cheaper and more predictable

Data centers are popping up all across the nation, causing electric utilities to grapple with how to provide for these new power-hungry customers while managing costs — and North Carolina is no different. 

A recent hearing at the North Carolina Utilities Commission focused on how to handle data centers, a.k.a. “Large Load” customers, who are driving up electricity demand and creating a “who pays for what” conundrum.

EDF put forward expert witnesses Jeff Bower and Karan Pol of Daymark Energy Advisors, who have experience working in states across the country grappling with the same problems. Our expert witnesses had two main recommendations in their written and oral testimony:

  • Improve forecasts of data center load to avoid unnecessary investments and emissions; and
  • Protect existing customers from bearing the brunt of cost impacts and reduce uncertainty around the data center buildout by using “large load tariffs.” 

Achieving these objectives won’t be easy, but it’s critical that we develop sustainable solutions that insulate households while meeting the energy needs of this growing industry. 

Large load tariffs

Across the country we are seeing many states attempting to limit the cost risks to their shareholders and customers by negotiating what are commonly called “large load tariffs” — custom rates and standardized contracts that utilities institute for large new projects above a certain threshold of annual electricity usage — which usually includes data centers. In other words, these are contracts that can protect households from footing the bill for the costs associated with data centers.

In North Carolina, this could take any number of forms. For example, stakeholders in Kansas came to agreement on the parameters of a structure and submitted it to their state commission for approval. In North Carolina, despite the announcement of a Clean Transition Tariff that Duke Energy worked on with a number of partners in May 2024, all such discussions have remained behind closed doors with no input from the public and no actual proposed tariff ever filed before the North Carolina Utilities Commission.

Fortunately, North Carolina has a good opportunity coming up to change that. Duke Energy recently filed notice that it will be initiating multi-year rate case proceedings before the end of 2025. These rate cases are exactly the kind of venue in which discussions about how to deal with data center load could be addressed in the proper context of what the impact is on other customer classes, especially North Carolina’s residential ratepayers.

North Carolina can simply direct utilities to meet with stakeholders and submit, as part of the rate case proceedings, a proposed tariff and contract structure for large data centers that mitigates uncertainty to other rate classes. Doing so would help North Carolina catch up with other states that have set clear rules to ensure households aren’t stuck with decades of costs if data centers never get built or shut down early.

Electricity load forecasting

Electricity loads can be difficult to forecast, and uncertainty can negatively impact both utilities and consumers. There are two things that help ensure accurate forecasts of energy load

  1. Protective tariffs are immensely helpful for getting projections of data center growth right. As states like Indiana have shown, putting in place a tariff directing that “industrial loads will ensure they pay for the grid upgrades needed to serve them and that those costs are not passed on to existing customers” can also lead to the number of data center projects dropping substantially, as more speculative projects drop out.
  2. For better load forecasting, North Carolina will likely need specific direction from the Utilities Commission in the Carbon Plan/Integrated Resource Planning docket, where Duke filed its latest plan on October 1. Additional filings are expected in spring 2026, hearings next summer, and an order by December 2026.  

As our expert witnesses outlined, Duke’s forecasting methodology is very project-based and doesn’t have flexibility in accounting for uncontrollable external factors. For example, if an economic downturn occurred and made the completion of all the projects on our data center waiting list unlikely, the utilities’ ability to adjust their assumptions would be limited.

In addition, without utility transparency into that list of projects, third parties like EDF aren’t on an even playing field in the Utilities Commission proceedings to provide apples-to-apples alternative analyses.

What do we need to see from the Utilities Commission? 

 To keep infrastructure buildout and costs from data centers in check, our experts have two main recommendations for the North Carolina Utilities Commission:

  1. Improve transparency of how Duke reports on what data center projects are in the pipeline. One example we could consider: in Georgia, utilities are required to file a quarterly Large Load Economic Report in their own resource planning docket.  
  2. Create a series of modeling checks to ensure that the new power plant investments the utility is proposing are indeed necessary and that they lower customers’ risk of paying for plants that become non-generating stranded assets.

Here’s how our expert witnesses put it in their testimony:

  • Design scenario analysis to understand the impact of large loads
    • Capacity expansion models perform complex calculations incorporating a broad range of system costs to identify the optimal portfolio for a specific future. By evaluating a carefully structured set of scenarios, utilities can identify the sensitivity of the results of the analysis to specific inputs. This can be helpful for identifying the “tipping point” when major investments are included in an optimized portfolio, which contributes to the broader Integrated Resource Plan (IRP) consideration by regulators and stakeholders.
  • Conduct post-modeling analysis to identify least-regrets investments
    • With sufficient sensitivity and scenario analysis, a resource planning process will produce multiple optimized portfolios. Rather than simply selecting one of the resulting buildouts to pursue, these model results can be used to identify common elements and inform discussions about the “least-regrets” investments. This should be a key objective of the IRP process when there is significant load uncertainty.
  • Consider the value of options to delay large investments
    • With rapidly evolving pipelines of new large load, and potential technology advancements that could mitigate the expected load growth, there is high value in “buying time” before committing to major investments, particularly electricity sources that emit greenhouse gas emissions, until more information is available. IRP processes should explicitly consider scalable solutions that add more capacity, including demand-side management programs, interruptible load programs (where customers receive incentives for agreeing to have their electricity usage temporarily reduced or shut off during peak demand periods), virtual power plants, investments to temporarily extend the life of existing resources, and importing electricity from other states/regions. Even if these resources are higher cost or have operational limitations, they may play an important role in a least-cost, least-risk resource portfolio in the face of load growth uncertainty. This is particularly true if these resources can enable the utility to avoid investing in polluting  sources of electricity that are incompatible with long-term policy requirements.

Next steps

North Carolina is fortunate to have two key regulatory proceedings scheduled for 2026 that directly address the most pressing challenges posed by the rapid expansion of data centers: electricity tariffs and demand forecasting.

The Utilities Commission doesn’t need to have all the solutions upfront — it simply needs to convene stakeholders, facilitate meaningful dialogue and require a set of practical, consensus-driven improvements. Without action, North Carolina risks falling behind other states and exposing households in the state to higher energy costs.

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California can cut emissions faster while lowering costs for working families

A graphic showing a downward trend line, overlaid over the Yosemite Valley.

California is leading the nation on climate action, with Governor Newsom representing the U.S. at the international climate conference and the state legislature strengthening and extending California’s landmark climate policy, Cap-and-Invest. The state government is taking ambitious action on the climate crisis from all angles and now the spotlight is on the California Air Resources Board (CARB).

As CARB works to update the design of its cap-and-invest program, new modeling shows the state can take ambitious action to cut pollution while still cutting costs for the vast majority of families. More specifically, adopting a more ambitious pollution cap now than what is currently on the table translates into easier, larger pollution cuts over the next 20 years.

By making these changes to the program now, California is investing early in the success of its climate goals. Think of it like a 401k account: the benefits of early action compound over time, paying bigger climate and economic dividends later. If the state waits to act, it’s missing out on years of progress building a safer, more affordable future for Californians.

Where the program stands

Cap-and-Invest is California’s most cost-effective tool to reduce climate-altering pollution and is an important affordability solution for Californians. The program’s binding, declining limit on pollution ensures that emissions are cut over time while prioritizing the most readily available, lowest cost opportunities to reduce pollution. At the same time, the program requires polluters to pay for their emissions — generating a crucial source of revenue that has already reduced household costs through $16 billion in utility bill credits for residential customers and over $30 billion raised for community investments.

CARB is working on updates to the program in order to make sure it is calibrated to meet the state’s climate targets, limiting pollution and driving clean energy investment.

Part of that adjustment means removing emissions allowances from the annual ‘emissions budgets’, translating to less pollution going into the atmosphere. At a workshop last month, CARB presented scenarios for reductions, noting that removing 118 million allowances from the program between now and 2030 would be the bare minimum needed to achieve our targets.

New modeling shows CARB can pursue a more ambitious path — cutting more emissions while improving affordability for working families. Read More »

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From the Territory to the Negotiating Table: Indigenous Preparations for COP30

Sonia Guajajara_Indigenous Minister of Brazil, at the COParente process.

Sonia Guajajara_Indigenous Minister of Brazil, at the COParente process_Picture by Bia Saldanha

By Bärbel Henneberger and Bia Saldanha 

Today, the 30th Conference of the Parties to the UN Framework Convention on Climate Change (COP30) begins in the Amazonian city of Belém, Brazil. Since Belém was announced as host at COP28 in Dubai in 2023, Indigenous Peoples and local and Afro-descendant communities have been mobilizing across continents. After nearly two years – through local, national, and international gatherings – they arrive as leaders ready to shape climate action, including forest and biodiversity conservation. 

The world’s largest tropical forests play a key role in stabilizing our global climate. Indigenous peoples and local communities manage or have tenure rights over a significant portion of these forests, including over half of all remaining intact tropical forests. Their stewardship is crucial for global biodiversity conservation and climate, often outperforming government-managed protected areas in preventing deforestation. In the Amazon Basin – where roughly 30% of the land is Indigenous territory – the conference offers a historic opportunity to recognize Indigenous Peoples as key climate actors.   Read More »

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Climate Finance, Unlocked: Takeaways from the Baku to Belém Roadmap

Windmills in New Zealand

Getty Images

By Zach Cohen, Policy & Research Manager, Global Engagement & Partnerships 

Yesterday’s release of the Baku to Belém Roadmap – issued by the COP29 and COP30 Presidencies – offers a clear and comprehensive pathway to rapidly scaling climate finance to developing countries over the next decade toward the $1.3 trillion goal agreed last November. With COP30 emphasizing implementation, we’re assessing how the Roadmap will help governments, the private sector, financiers, and communities move from planning to delivery. 

EDF participated in the consultation process for the Roadmap, providing recommendations through multiple submissions. Here’s what stands out, and where coordination and ambition will matter most in the months ahead:  Read More »

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Article 6 At A Glance: A Decade of Progress and What’s Next

Aerial forest landscape photo

Johnny Lye. iStock

By Pedro Martins Barata

The world needs every effective tool to cut pollution quickly and fairly – and Article 6 is one of them. It’s the Paris Agreement’s framework for countries to cooperate through carbon markets.  

Over the past decade, carbon markets and carbon credit integrity have significantly increased, rules have aligned, and this UN carbon crediting system has officially come online. This year in Belém, COP30 isn’t about renegotiating those rules; it’s about making them work – and making sure nature is part of the picture so finance reaches the people and ecosystems that can deliver near-term climate wins.  Read More »

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Two voices, one opportunity: Choosing climate action over crisis at COP30

COP30 Belem 2025

Photo: UN Climate Change/ Lara Murillo

By Angela Churie Kallhauge

The upcoming United Nations climate negotiations, COP30 in Belém, Brazil, is a milestone moment to reflect on progress made and the path ahead. It’s undeniable that the journey to a climate-resilient world has been turbulent, especially as we wrestle with the reality of political pushback, disengagement, and finance shortfalls faced in several countries.  

This year, in particular, has delivered a barrage of mixed messages that make the path ahead feel fractured. 

In one ear, we hear loud, often politically charged distraction. Climate deniers actively push back on climate policies under the guise of economic prosperity. 

But in the other ear, we hear opportunity. While that negative voice appears louder, the other, the voice of opportunity, is more robust.  

In spite of the headwinds, that voice of opportunity is backed up by reality. And by clear scientific and economic evidence: The economic case for climate action has never been stronger.  For example, there is more investment in clean energy than ever before. Renewable energy is forecast to meet over 90 percent of the global electricity demand growth through 2030. 

What’s more is that this voice is not singular, but rather a chorus of voices belonging to a whole-of-society effort — not just governments, but communities and companies, Indigenous Peoples and investors — coming together to seize the opportunity. Public opinion remains strongly in support, with 80 percent of people globally and 66 percent of people in the United States welcoming stronger climate action.  In the private sector, a review of 75 top companies showed that 53 percent are holding firm to their climate commitments and 32 percent are expanding their efforts. For the first time, over 1,000 Indigenous Peoples are accredited to join COP30.  

The question for all of us is: Which voice do we choose to hear? Do we listen to the unsubstantiated defender of the status quo, or the voices from across society acting on the evidence that climate action is the biggest opportunity of our lifetime?  

At EDF, our choice is clear: we need to amplify the voices of those who see the opportunity of climate action – businesses, communities, and civil society alike – to galvanize governments negotiating at COP30 to boost their ambition and champion true solutions 

Here are the major issues we’ll be watching at the COP:
Read More »

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