Robots Atlas>ROBOTS ATLAS
Energy

Peak shaving

ActivePublished: 9 November 2026Updated: 9 November 2026Published
Key innovation
Shifts managing power cost and connection limits from upsizing the grid connection to actively controlling the instantaneous demand peak — using energy storage, local generation and load shifting.
Category
Energy
Abstraction level
Technika
Operation level
DeploymentSystem
Use cases
Data centersIndustrial plants and warehousesEV fleet chargingGrid connection reliefReducing demand chargesOperating under non-firm connection

How it works

The system monitors current power draw and forecasts an incoming peak. Once a set threshold (target) is crossed, shaving actions fire: discharging energy storage (BESS), ramping up local generation (PV, generators) and/or curtailing or shifting flexible loads (demand response). As a result grid draw stays below the defined limit while local resources cover the gap. During demand troughs the storage is recharged (usually from the grid or PV surplus) to prepare for the next peak. BESS is the preferred resource thanks to its very short response time (on the order of milliseconds).

Problem solved

Demand charges and limited connection capacity mean a facility's cost and ability to connect depend not on average but on instantaneous peak draw. Upsizing the connection is often expensive, slow or impossible (interconnection queues), while peaks are short-lived. Peak shaving serves these short spikes without enlarging the connection.

Components

Battery energy storage system (BESS)Power source covering the peak

Battery storage that discharges during the peak and recharges during demand troughs. Its millisecond-scale response time makes it the primary peak-shaving resource.

Load management (DSM)Load shifting and curtailment

Demand-side management layer: curtailing or shifting flexible loads during peak hours to lower grid draw.

Peak forecasting and detectionTrigger for shaving actions

Metering of current draw plus forecasting of an incoming peak, determining when and how strongly to react against a set power threshold.

Local generationLocal power source

On-site generation (PV, generators) that ramps up during the peak, reducing grid draw.

Demand responseDemand-side flexibility

Real-time adjustment of demand — temporary curtailment or shifting of consumption in response to a price or grid signal.