Modeling Tools That Help You Understand Your Data Center’s Lifecycle CO2 Emissions

July 26, 2023
Carsten Baumann, Director of Strategic Initiatives & Solutions Architect at Schneider Electric, explains how the Data Center Lifecycle CO2e Calculator works.
Once upon a time, we relied on smoke signals for communication, unknowingly emitting CO2 before understanding its implications.
Today, data centers serve as the backbone of a connected world, with digitization driving the demand for increased data processing, storage, and networking. Unfortunately, our industry is a significant contributor to CO2 emissions, categorized into Scope 1, 2, and 3 emissions. Scope 1 represents direct emissions from data center operations, such as diesel backup generators. Scope 2 accounts for CO2 emissions linked to electricity generation in specific regions, while Scope 3 encompasses emissions related to the supply chain, including IT equipment purchased throughout a data center's lifecycle.

As we expand data center capacity, the need to comprehend and measure emissions is ever-growing. Modeling tools are a key solution that help to increase awareness of the relationship between data center usage and emissions by identifying and quantifying a data center's carbon footprint over time. Schneider Electric has recently introduced the Data Center Lifecycle CO2e Calculator, a vendor-agnostic and scientifically researched tool that provides accurate and transparent results.

This calculator empowers users to input specific data sets, tailoring them to their unique data centers. Factors such as location (globally), capacity, IT load, rack power density, IT refresh cycle frequency, and physical infrastructure attributes can all be accounted for with ease.

In Figure 1, we observe a hypothetical 3MW data center located in Virginia, with a 90% IT load and a power rack density of 8kW. The input values dictate that servers and storage are refreshed every 4 years, while networking equipment is updated every 5 years. This data center employs a robust 2N power infrastructure, complete with UPS and N+1 diesel backup generators, which operate for 30 hours annually. The UPS boasts industry-standard double conversion efficiency, ensuring optimal power usage. 

For cooling, the data center utilizes a Chilled Water system in a N+1 configuration, cleverly leveraging 3,000 hours of annual economization to enhance efficiency. The core and shell CO2e intensity, set at 0.23 t/m2, represents the amount of embodied carbon, as per the baseline from the ServerFarm, Whole Building Life-Cycle Analysis Report. It's important to note that all parameters can be effortlessly adjusted by users of this free tool, providing flexibility and customization options.

The 15-year summary analysis reveals that this particular data center example has an overall cumulative carbon footprint of almost 315,000 t of CO2e, while consuming nearly 500,000 MWh of energy at an average PUE of 1.39. The accompanying graph displays the cumulative CO2e effect over 30 years, with Scope 2 and Scope 3 emissions emerging as the most significant contributors.

Using the tool, users can explore various aspects, as demonstrated in Figure 2, which showcases Scope 3 emissions by GHG category, excluding IT equipment. The results highlight the substantial GHG impact associated with fuel and energy consumption. This, of course, would differ significantly if the same data center were operated in California, where renewable energy sources play a more substantial role in electricity generation compared to Virginia. 

The modeling tool provides valuable insight into the GHG emissions profile throughout the data center's lifecycle, whether it's already in operation or in the planning stages. It's essential to note that the tool is not intended for carbon reporting, but rather it offers directionally correct insights to help users make informed decisions, plan effectively, and enhance their operations responsibly.

Carsten Baumann is Director of Strategic Initiatives & Solutions Architect at Schneider Electric. For more information on Scop 3 emissions, download these white papers from Schneider Electric: Recommended Inventory for Data Center Scope 3 GHG Emissions Reporting or Quantifying Data Center Scope 3 GHG Emissions to Prioritize Reduction Efforts.

About the Author

Voices of the Industry

Our Voice of the Industry feature showcases guest articles on thought leadership from sponsors of Data Center Frontier. For more information, see our Voices of the Industry description and guidelines.

Sponsored Recommendations

The AI Disruption: Challenges and Guidance for Data Center Design

From large training clusters to small edge inference servers, AI is becoming a larger percentage of data center workloads. Learn more.

A better approach to boost data center capacity – Supply capacity agreements

Explore a transformative approach to data center capacity planning with insights on supply capacity agreements, addressing the impact of COVID-19, the AI race, and the evolving...

How Modernizing Aging Data Center Infrastructure Improves Sustainability

Explore the path to improved sustainability in data centers by modernizing aging infrastructure, uncovering challenges, three effective approaches, and specific examples outlined...

How Modern DCIM Helps Multi-Tenant Colocation Data Centers Be More Competitive

Discover the transformative impact of modern DCIM software on multi-tenant colocation data centers, enhancing competitiveness through improved resiliency, security, environmental...


Unpacking CDU Motors: It’s Not Just About Redundancy

Matt Archibald, Director of Technical Architecture at nVent, explores methods for controlling coolant distribution units (CDU), the "heart" of the liquid cooling system.

White Papers

Tmg Core Dcfwp Cover 2022 01 31 16 22 16 232x300

Approaching the Heat Limit with Liquid Immersion Technology

Feb. 3, 2022
Liquid cooling offers a less costly and more sustainable alternative to dealing with heat and recent advancements are driving change across the industry. TMGcore explores some...