Energy Transition

Computational Demand Growth | Jiving With Jevons

byCarson Kearl, Enverus Intelligence® | Research (EIR) Contributor

The surge in electricity usage fueled by the need for data centers might not be as substantial as originally thought. When examining the log-log relationship between annual information consumption (measured in exabytes) and data-center power efficiency (expressed in exabytes per terawatt-hour), we observe that projecting efficiency gains into our model shows virtually no deviation from the historical trend (with an R-squared value of 0.99) from 2000-23 (Figure 1).

Despite our significant efforts to model these future efficiency gains, the results align with the principle of Jevons Paradox. This paradox suggests that improvements in computing efficiency lead to proportional increases in demand for computing resources, ultimately balancing out the gains. The increase in computation from 2010-19 was almost entirely facilitated by efficiency gains, with power consumption by U.S. data centers only growing from 74 TWh to 80 TWh. Please contact [email protected] if you have any issues accessing links or if you would like to learn more about Enverus products and services.

Highlights From Energy Transition Research

Data Center Demand | Quantifying Exponential Levers Enverus Intelligence Research’s updated view on data center load and the technology enabling exponential computing growth. Our analysis breaks down often ignored components of computational energy use and quantitively describes a future where exponential growth in computing doesn’t require the same trend in energy consumption.

Power and ET M&A Review – Load Growth Sparks Demand for Power Deals This energy transition quarterly M&A review utilizes our Energy Transition M&A platform, which has captured more than 7,000 deals across 100 countries spanning power (generation, distribution, storage and integrated assets) plus alternative fuels, CCUS, equipment manufacturing, electric vehicles and mining of energy transition metals.

Power Plant CCUS a Pipe Dream | EPA Thermal Generation Ruling – This report analyzes the potential impact of the EPA’s greenhouse gas standards and guidelines for fossil-fueled power plants in the U.S. The new regulations will impact new natural gas plants, operating coal plants and the generation mix for specific markets and states.

Picture of Carson Kearl, Enverus Intelligence® | Research (EIR) Contributor

Carson Kearl, Enverus Intelligence® | Research (EIR) Contributor

As an Analyst on the Enverus Intelligence® | Research (EIR), Carson is the lead on data centers and advanced energy technologies. He was previously an analyst on the macro team and has additional experience advising large industrial consumers on their energy consumption. His education in economics at the University of Alberta focused on industrial organization and power markets.

Subscribe to the Enverus Blog

A weekly update on the latest “no-fluff” insight and analysis of the energy industry.

Related Content

Enverus Press Release - Utica oil: America’s modest middleweight contender
Publications
ByJoseph Gyure, Editor, Enverus Intelligence®

U.S. drilling day rates took a tumble in 2024, finishing the year lower than they began for the first time since the COVID-19 pandemic. The Enverus Day Rate Survey’s U.S. composite day rate declined for the 11th consecutive month to...

Oil-drilling-officeworker-energy
Publications
ByMatthew Keillor, Editor, Enverus Intelligence®

Operators have little incentive to increase Haynesville production until gas prices increase, but higher demand is on the way for LNG and electricity generation.

Download our free e-book to explore key insights and strategies for navigating volatility in U.S. power trading markets.
Energy Transition
ByMarc De Guzman

Interconnection queue durations across independent system operators (ISOs) have lengthened and the proportion of projects successfully reaching completion is shrinking. To explore this in detail, Enverus Intelligence® Research captures the average duration of each phase in a project’s lifecycle, the...

Enverus Press Release - Blue hydrogen: Greening the bottom line
Energy Transition
ByAlex Nevokshonoff, Enverus Intelligence® | Research (EIR) Contributor

The finalized 45V clean hydrogen production tax credit provides clarity and incremental flexibility for electrolytic (green) and methane-derived (blue) hydrogen developers but may still fall short of revitalizing the industry. The latest rules allow electrolytic producers to utilize retiring nuclear...

power-grid-congestion-3
Power and Renewables
ByCarla Rodriguez

Explore how SPP Markets+ in 2027 aims to enhance grid reliability, renewable integration, and market efficiency across the Western U.S. through innovative collaboration.

affordable energy
Energy Transition
ByAmyra Mardhani

Mergers and acquisitions in the energy and power sector reached $129 billion in the first three quarters of this year, up from $120 billion in the same period last year, despite a slowdown in the third quarter. Valuations are stabilizing...

Enverus Press Release - Enverus Integrates With Fendahl to Enhance Energy Trading and Risk Management Solutions
Energy Transition
ByBrynna Foley

To mark the close of 2024, Enverus Intelligence Research® created a roadmap to the 2025 energy transition landscape, covering power, subsurface, low-carbon fuels and energy transition investment. As the industry continues to evolve, we find these key themes emerging in...

energy-transition
Energy Transition
ByAmyra Mardhani

TRACKING THE ENERGY TRANSITION MARKET | Nuclear, IPPs Soar; Solar Installers Hit by Policy Risks

data-center-demand
Power and Renewables
ByRobin Grathwohl

Discover how to site data centers effectively during the clean energy transition. Learn about renewable energy integration, reliable power sources, land suitability and cost-effective strategies with insights from Enverus PRISM®.

Let’s get started!

We’ll follow up right away to show you a quick product tour.

Let’s get started!

We’ll follow up right away to show you a quick product tour.

Sign up for our Blog

Register Today

Sign Up

Power Your Insights

Connect with an Expert

Access Product Tour

Speak to an Expert