Energy and Utilization Analysis
Find where energy and machine time are wasted and point to where to recover them.
What It Does
At the close of each metering interval, the agent sets meter readings against machine run-time and booked output to show energy and machine hours used per unit produced, by machine and by shift. It lists the periods where energy and running time went in without output coming out, and a person decides what to change.Without it: Energy and utilization data sits unused, so waste continues unnoticed across the floor.
- Idle-but-powered time is split from running time and from genuine downtime
- Each machine is set against its own history and its peers on the same product
- Intervals with a failed meter read are named and excluded, not interpolated
- Compressed air, lighting and HVAC load is held apart from machine load
Illustrative example
The 06:00 interval closes with 1,840 kWh drawn against 3.1 tonnes booked. Two ring frames sat at near-running power for 90 minutes with no output booked against them, and a third comes out at 0.61 kWh per kg where a peer on the same count runs 0.48. The energy engineer takes both into the maintenance meeting and picks which one to investigate.
Energy meters
kWh per interval
Run-time records
Running, idle, down
Output records
Booked output per machine
Energy and utilization analysis
WatchStarts when
A metering interval closes and consumption data lands
How far it goes
it flags and records, and takes no action itself
Never
CONTROL: enforced below the model, not asked of it
Waste periods
Flagged per interval
Utilization view
Built by machine, shift
Recovery opportunities
Listed, not actioned
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Case Studies

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It runs on your floor instead, in-country, with the plant's data never leaving.
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