New Framework Tackles AI’s Escalating Energy and Infrastructure Demands

ARLINGTON, VA – June 10, 2026 – A coalition of leading standards organizations and a federal research laboratory today released a comprehensive new framework aimed at guiding the development of the power-hungry data centers that form the backbone of the artificial intelligence revolution. The AI Data Center Energy Performance Framework, a joint effort by the National Electrical Manufacturers Association (NEMA), ASHRAE, and the Pacific Northwest National Laboratory (PNNL), provides the first unified playbook for designing, building, and operating these critical facilities efficiently and sustainably.

“Data centers are foundational to America’s growth, competitiveness, and national security objectives,” said NEMA President and CEO Debra Phillips. “As data centers grow in number, complexity, and scale, it’s imperative that they operate safely, reliably, and as efficiently as possible.” The new framework, she added, represents “a new way of connecting standards, guidance, and deployment into one operating guide designed specifically for the data center environment.”

Taming the Beast: The Unprecedented Energy Demands of AI

The AI boom has created an insatiable appetite for data and processing power, leading to a surge in the construction of specialized data centers. Unlike their traditional counterparts, AI data centers feature extreme power densities, driven by racks of GPUs and other advanced accelerators that consume vast amounts of electricity and generate intense heat. Industry analysis reveals that data centers, which consumed roughly 4.4% of U.S. electricity in 2023, could see that share balloon to 12% by 2028, placing unprecedented strain on the nation's electrical grid.

This explosive growth presents a two-pronged challenge: ensuring a reliable power supply to keep these facilities online and managing their enormous environmental footprint. The cooling systems required to prevent AI hardware from overheating can alone account for up to 40% of a facility's energy use, often consuming millions of gallons of water in the process. The new framework directly confronts these issues by providing a holistic approach that integrates electrical, heating, and cooling systems from the earliest stages of design. It offers guidance on everything from site selection based on power availability to the implementation of advanced, low-water cooling technologies—a critical consideration in water-stressed regions.

A Blueprint for the Future: Inside the New Framework

Described as a “one-stop shop” for developers, the framework synthesizes the collective expertise of its creators into a single, actionable resource. NEMA, which represents over 300 manufacturers whose products comprise 30-40% of the equipment in a typical data center, contributed more than a dozen technical standards. These cover the critical electrical infrastructure, including transformers, switchgear, uninterrupted power supply (UPS) systems, energy storage, and microgrids.

ASHRAE, a global authority on building systems, provided its deep expertise in HVAC and thermal management, leveraging the work of its renowned technical committees to create strategies for managing the extreme heat loads of AI hardware. PNNL, a leader in energy systems research and a key partner in the Department of Energy’s broader AI initiatives, coordinated the effort and ensured the framework is grounded in cutting-edge science. The result is a comprehensive guide that addresses the full data center lifecycle, including planning, integrated design, commissioning, operations, and eventual retrofitting.

“As AI continues to drive rapid changes in load density, system design and operational expectations, this Framework brings together the collective expertise of ASHRAE, PNNL and NEMA to deliver practical, integrated solutions,” said 2025-26 ASHRAE President Bill McQuade. He noted that it “translates complex technical challenges into clear, actionable strategies that help operators enhance performance, control costs and make more effective use of energy.” This standardization is vital for an industry focused on “speed to power,” as it eliminates uncertainty and streamlines the path to getting new capacity online.

A United Front for a Resilient Grid

The framework’s significance extends beyond individual facilities to the stability of the entire energy ecosystem. It champions the concept of the “good grid citizen,” outlining strategies for data centers to interact intelligently with the electrical grid. This includes the use of on-site battery systems to store energy during off-peak hours and discharge it during periods of high demand, as well as demand-response tactics like pre-cooling facilities to reduce load during grid emergencies.

The collaborative nature of this effort—uniting equipment manufacturers, building system engineers, and federal researchers—is itself a strategic asset. By establishing a common set of rules, the framework aims to bolster U.S. economic competitiveness and national security. The support from outside the immediate group has been notable. “All customers benefit from these collaborative efforts to ensure that new AI data center customers are good grid citizens,” noted Steve Rosenstock, a senior manager at the Edison Electric Institute, underscoring the utility sector’s buy-in.

This united front provides a pathway to manage the AI-driven energy surge proactively, strengthening reliability at both the facility and grid level. It encourages a shift from viewing data centers as passive energy consumers to seeing them as active, flexible partners in a more resilient and dynamic energy future.

A Living Document for a Fast-Moving World

Perhaps the framework's most crucial feature is its design for longevity. Recognizing the blistering pace of technological change in AI, the creators have established it as a dynamic online resource rather than a static document. Hosted on ASHRAE’s website, it is intended to evolve alongside the industry it serves.

“Rather than being frozen in time, it's a dynamic online resource that can be updated, remain relevant, and stay accessible to anyone involved in developing a data center,” explained PNNL’s Bing Liu, who initiated the partnership. This “living resource” approach, backed by a working group of over 50 industry partners, ensures that as new hardware, cooling technologies, and grid integration strategies emerge, the guidance can be updated to reflect best practices. This forward-looking design provides the industry not just with a blueprint for today, but with a durable tool to navigate the challenges of tomorrow.