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The AI infrastructure race: As data centers outpace power grids, can storage and on-site power close the gap?

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AI資料中心快速擴張,龐大用電需求考驗既有電網與能源供應。

The rapid expansion of AI data centers is putting growing pressure on existing power grids and energy supplies. (Image: AI-generated)

The pressure of the AI race is shifting from computing power to electricity. As chip performance continues to improve, AI data center (AIDC) development is increasingly outpacing the capacity of power grids and urban infrastructure

In this context, computing resilience is no longer just about keeping systems running without interruption. It also depends on whether energy systems and infrastructure can keep up with the pace of AI development.

In this special series, RECCESSARY explores how the rapid growth of AI data centers is reshaping industries and the challenges it brings.

As AIDCs expand rapidly, countries tighten energy regulations

Governments once competed to attract data centers with tax breaks, land incentives and other benefits. Now, the policy climate is beginning to shift.

A Gallup poll this year found that 71% of Americans opposed building AI data centers near their homes, compared with 53% who opposed nuclear power plants. Data center electricity demand has also become an issue in the US November midterm elections. In the PJM power market, which spans 13 states including Pennsylvania and Ohio, capacity costs surged by USD 9.3 billion, or 174%, in a single year due to rising electricity demand from AI data centers.

Similar pressures are emerging across the Asia-Pacific region. Australia, India and South Korea have all seen opposition to data center development, with concerns extending beyond electricity to land and water use. In Malaysia, one data center project even withdrew its application following protests from local residents.

Jessie Tsai (蔡宥潔), senior renewable energy analyst at RECCESSARY, recently presented trends in AI data center electricity demand at Data Centre World in Singapore. Citing research by the International Data Center Authority (IDCA), she said political and community opposition often becomes more pronounced when data centers account for around 6.25% of a country's total electricity consumption. At that point, governments may even begin discussing restrictions such as construction bans or caps on electricity use.

Ireland, Singapore and South Korea have all crossed that threshold, with data centers accounting for as much as 21% of electricity consumption in Ireland.

Tsai noted that some markets have begun requiring data center developers to secure water and electricity permits before applying for investment incentives. Thailand and Malaysia have also introduced financial penalties tied to capacity commitments to discourage developers from overstating their electricity requirements.

In Taiwan, data centers still account for less than 1% of total electricity consumption, but regulatory measures are already emerging. The Ministry of Economic Affairs has brought hyperscale and colocation data centers with power demand of 5 MW or more under its energy use review process. Hyperscale facilities must also maintain a power usage effectiveness (PUE) rating of no more than 1.3.

Taipower has also proposed a Power Couple approach, encouraging AI data centers to be located near a mix of low-carbon energy sources.

Unlock the full article to explore three key takeaways:

  1. As AIDC electricity demand reaches 6.25% of national consumption, community opposition and tighter energy regulations may follow.

  2. As grid expansion struggles to keep pace with AI growth, on-site power generation, energy storage and low-carbon backup fuels are creating new business opportunities.

  3. How can data centers balance reliable power with decarbonization goals? Nuclear energy, renewable power procurement and integrated computing services are emerging as key strategies.

Want to learn more about the future of the AIDC energy market?

As AI data centers expand rapidly, energy challenges are becoming increasingly critical. RECCESSARY, in collaboration with InfoLink and TÜV Rheinland, has released the white paper AIDC Energy Market Reform, Policy Outlook and Market Solutions, offering in-depth insights into AI power demand, energy policy trends, and emerging market solutions.

Fill out the form to download the full white paper for free → Download Now

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