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Flexible data centers reduce power system costs but can increase emissions
Juan Ramon L Senga1,2, Shen Wang1, Christopher R Knittel1,2,3,4
1Center for Energy and Environmental Policy Research, Massachusetts Institute of Technology, Cambridge MA, USA.
Flexible data centers can reduce electricity costs and grid strain by shifting workloads. Their environmental impact depends on renewable energy integration and regional grid conditions.
Area of Science:
- Energy Systems Analysis
- Grid Modernization
- Computational Modeling
Background:
- Data centers are rapidly increasing electricity consumption, posing challenges to grid stability and decarbonization efforts.
- The temporal flexibility of data centers, or their capacity to shift workloads, presents an opportunity for demand-side management.
- Understanding the interplay between data center flexibility, grid operations, and emissions is crucial for sustainable energy futures.
Purpose of the Study:
- To model and evaluate the impact of data center flexibility on power system operations, costs, and emissions.
- To assess how varying levels of data center flexibility influence grid stability and resource utilization across different US regions.
- To determine the conditions under which data center flexibility can support renewable energy integration and achieve emission reductions.
Main Methods:
- Power system modeling was conducted for three distinct US regions: Mid-Atlantic, Texas, and the Western Interconnect (WECC).
- Simulations incorporated varying levels of data center temporal flexibility to analyze demand-side management effects.
- System costs, grid operations, investment needs, and greenhouse gas emissions were evaluated under different flexibility scenarios.
Main Results:
- Flexible data centers consistently reduced system costs by shifting electricity demand from peak to off-peak hours.
- Load shifting flattened net demand curves, enhancing the integration of renewable energy sources and improving baseload power plant utilization.
- The net effect on emissions varied: higher renewable penetration amplified emission reductions, while lower shares could increase emissions by favoring baseload generation.
Conclusions:
- Data center flexibility offers significant potential for cost savings and grid support through optimized load shifting.
- The environmental benefits of data center flexibility are contingent upon the level of renewable energy penetration and specific regional grid characteristics.
- Strategic alignment of data center flexibility deployment with renewable energy expansion and regional grid conditions is essential for maximizing decarbonization benefits.
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