AI & Digital Manufacturing Analytics worked example

AI Energy Optimization Value with ai-monitored connected load of 360 kW: a worked example

Suppose ai-monitored connected load falls to 360 kW. This page works the full calculation at that level so you can see exactly which result moves and by how much. Estimate energy cost and cost per unit for AI-monitored equipment from connected load, runtime, energy rate, and units processed.

The inputs for this scenario

  • AI-monitored connected load: 360 kW (the input this scenario stresses; the baseline uses 720)
  • Optimization runtime: 420 hr (held at the documented default)
  • Electricity rate: 0.12 $ / kWh (held at the documented default)
  • Units processed during runtime: 125,000 units (held at the documented default)

Working through the calculation

  • The calculation starts from the formula this tool documents: Energy use monitored by AI = connected load × optimization runtime.
  • AI energy optimization cost pool works out to 17,388 $ energy cost at these inputs, and this is the headline figure for the scenario.
  • Energy use monitored by AI works out to 151,200 kWh at these inputs.
  • Energy cost per processed unit works out to 0.14 $ / unit at these inputs.
  • Energy cost per runtime hour works out to 41.4 $ / hr at these inputs.

How this compares with the baseline

  • Against the tool's baseline example, where ai-monitored connected load sits at 720 kW and the headline result is 34,776 $ energy cost, this scenario comes in 50% below the baseline at 17,388 $ energy cost.
  • It computes the energy used under AI monitoring (load × runtime), the resulting cost pool at your electricity rate, and unit-level and hourly energy costs. When the numbers land here, the stressed input is the lever to work; the walkthrough above shows exactly how much each output recovers as it climbs back toward the baseline.

Results at a glance

  • AI energy optimization cost pool: 17,388 $ energy cost (headline result)
  • Energy use monitored by AI: 151,200 kWh
  • Energy cost per processed unit: 0.14 $ / unit
  • Energy cost per runtime hour: 41.4 $ / hr

Run it with your numbers

  • To rerun this with your own numbers, open the live AI Energy Optimization Value calculator, set ai-monitored connected load to your actual value, and adjust the remaining inputs to match your operation.

Last reviewed 2026-05-12.