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    Can Nuclear Power Support the Energy Needs of AI?

    Can Nuclear Infrastructure Help Meet the Energy Demand of AI?

    Nuclear power is increasingly being examined as a reliable solution to meet the rising energy demands driven by artificial intelligence (AI) technologies. With the growth of AI, the demand for stable and consistent electricity is higher than ever. By offering stable baseload power, nuclear facilities can help stabilize the electrical grid, ensuring that AI infrastructure receives a dependable supply of energy.

    Understanding the Energy Landscape

    Power consumption by data centers in the U.S. is projected to account for nearly half of the electricity demand growth between now and 2030. This surge is straining our already taxed power grid, making the integration of nuclear power a pivotal consideration. Nuclear energy provides a dependable source of electricity that can accommodate the needs of AI systems and help stabilize the electrical grid.

    Recent advancements, including investments in Small Modular Reactors (SMRs), are paving the way for quicker deployment of nuclear energy infrastructure. SMRs offer a more scalable approach to energy production, allowing facilities to respond rapidly to escalating energy demands.

    The Role of Aging Nuclear Infrastructure

    While the strategic significance of nuclear energy is recognized, aging infrastructure presents challenges. Constructing new nuclear facilities is a complex and time-consuming process, often taking up to a decade to complete. Complicating matters further are regulatory hurdles that must be navigated prior to construction. Although decommissioned plants may also require extensive updates, they currently offer faster pathways to reactivation than starting from scratch.

    The U.S. boasts over 50 nuclear power plants housing nearly 100 reactors, many of which are more than 40 years old. The urgency to modernize these plants grows as we face the pressing need for clean energy sources. In 2023, 22 countries pledged to triple their nuclear energy capacity by 2050, recognizing nuclear power’s potential in achieving net-zero emissions. However, public concerns over nuclear waste and the complexity of securing critical minerals needed for nuclear development remain limitations.

    Re-evaluating “Ready-to-Run” for Aging Plants

    Recent nuclear projects underscore the lengthy timelines required to bring facilities online, as exemplified by the Vogtle plant in Georgia, which took 14 years to complete. Although traditional builds offer longevity, today’s operational demands are evolving. “Ready-to-run” is no longer simply about having a functional reactor; it necessitates that every system complies with modern safety and reliability standards.

    For aging plants, this realization is spurring re-analyses of reactor designs, maintenance protocols, and digital monitoring systems. Advances in sensor technology and control systems are increasingly vital for ensuring that these plants can operate longer and more efficiently within today’s energy landscape.

    Risks Associated with Legacy Documentation

    Fragmented or inaccessible documentation in legacy nuclear infrastructure poses significant risks. The rapid retirement of seasoned workers who possess intricate knowledge of facility operations exacerbates the issue. As these experts exit the workforce, the remaining staff may find themselves without the essential insights needed to manage complex systems effectively.

    Inaccurate or outdated documentation can lead to costly delays. Projects may start with insufficient or unreliable records, necessitating immediate corrections that compound time and expense. As demand for power continues to escalate, the repercussions of these documentation issues become increasingly critical.

    Modernizing Information Systems Safely

    To modernize information systems without compromising safety or regulatory compliance, facilities must focus on creating accurate, accessible, and actionable information. This involves employing a modern platform and following stringent data migration processes. Successful migrations require collaboration between IT teams and facility operations to encompass the unique needs of nuclear infrastructure.

    Advancements in technology can facilitate this modernization. While some operators insist on on-site data storage for regulatory reasons, there are solutions that enable secure, cloud-based management combined with local disaster recovery options. This dual approach allows organizations to harness modern solutions while meeting legacy requirements.

    Learning from Past Nuclear Infrastructure Projects

    The lessons gleaned from previous nuclear infrastructure projects are crucial for modernizing documentation and systems. Understanding that the effectiveness of tools, including software systems, is as important as physical equipment underscores the need for effective asset management. These systems encompass drawings, maintenance tasks, project plans, and operational data, allowing teams to scale and adapt in the face of rising demands.

    In an era where global electricity consumption is steadily increasing and the workforce to maintain infrastructure is diminishing, it’s more important than ever to align staff, systems, and data. This alignment ensures that nuclear facilities not only operate efficiently but also play a critical role in meeting the energy needs of AI and other burgeoning technologies.


    Jason Kraus is a Global Asset Management Solutions (AMS) Architect at Accruent, specializing in enhancing customer value through facilities and equipment improvements. With extensive experience across various sectors, Jason emphasizes the importance of integrating reliable data and processes in supporting the energy infrastructure of tomorrow.

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