AI workloads can raise demand because accelerator clusters operate at high power density. Total use includes the processors plus cooling, storage, networking, lighting and power-distribution losses.
Local impact depends on facility size, utilization, grid capacity and when and how electricity is generated. Dedicated power requirements can reduce ambiguity about how a project will meet its demand.
ELI5
Data center energy consumption is all the electricity a data center uses. It includes servers and AI accelerators as well as cooling, networking, storage, lighting and losses in the power system.
For example, a large accelerator cluster may draw heavy power while training a model, and additional electricity is needed to remove the heat it creates. The local effect depends on when the facility runs, grid capacity, efficiency and how the electricity is generated.
