Manufacturing & Industrial
Your peak costs about $119,000 a megawatt. Find out which machine set it.
Line stops, scrap and demand charges, in that order — because energy savings alone has never cleared a manufacturer's hurdle rate and every plant manager reading this already knows it.
Beyond kilowatt-hours: vibration and power together catch a failing motor or compressor weeks early, while power-quality monitoring flags the harmonics, power factor and voltage sags damaging your equipment.
The problem
A drive trips, a PLC resets, a CNC faults mid-run. The line stops, recovery takes hours, and it happens again the following week. Nobody writes it down, because there is nothing to write down — the event was over in a fraction of a second and the only evidence is that the machine stopped. Two-thirds of the $79 billion annual US cost of power interruptions comes from events of five minutes or less. Meanwhile the demand charge arrives monthly, set by one interval nobody can identify, and PJM capacity has gone from $28.92 to $325.00 per MW-day in four auctions. Most plants meter at the utility connection and nowhere else — everything downstream of the main is allocated by assumption — which means for most plants both of these problems are structurally invisible.
The value math for this plant
Three numbers, all computable from documents the plant already has.
One. The capacity line
Pull the peak load contribution from the utility statement. Multiply by roughly $119,000. That is the annual capacity line item, and a 3 MW plant is carrying about $357,000 a year of it. Monitoring-based commissioning has been independently documented at around 9% site peak demand reduction — but do not multiply that straight into the capacity line. Peak load contribution is set by the site's load during PJM's coincident system peaks, not by its own monthly peak, so a 9% cut in the site peak does not automatically become a 9% cut in the capacity tag. What moves the tag is being able to shed on the five afternoons that count, which is a measurement and response problem before it is a savings percentage. Leave the $357,000 of exposure standing on its own; it is the number that does the work.
Two. The unmeasured line stops
Count the unexplained line stops in the last quarter and multiply by the sector figure from the Brazilian field survey — $7,365 average, $7,975 in automotive, $10,788 in metallurgical, $2,898 in food, across selected sectors. Six unexplained stops a quarter is roughly $177,000 a year at the all-sector average. That is not a savings claim; it is the size of the thing that is currently unmeasured.
Three. The power-factor clause
Check the tariff's power-factor clause. Some utilities bill demand in kVA outright; some bill the greater of kW or 90% of kVA; some charge per kVAr above 35% of kW demand. This is an existing line item on an existing bill and it is the best return on effort in power quality by a wide margin.
Then check the free federal assessment
DOE's Industrial Assessment Centers — 36 of them — average $144,302 a year in identified savings per assessment, with implementation grants up to $300,000 at 50% cost share. Eligibility is a US manufacturer, annual energy bills between $100,000 and $3.5 million, revenue under $250 million, within 150 miles of a center. The assessment is never the bottleneck; nobody measures whether the recommendations stuck.
What OptimizeOS does for manufacturing & industrial
Platform capabilities mapped to the outcomes this market actually gets paid for.
Energy monitoring
See kW and kWh by line, cell and shift so you can rank your biggest loads and shave peak demand before the ratchet sets.
Compressed-air monitoring
Track compressor kW, cycling and load/unload behaviour so sustained off-shift air demand arrives as a work order rather than as next month's bill.
Power quality
Check the tariff's power-factor clause first — it is an existing line on an existing bill — then catch the voltage sags that trip drives and damage motor windings.
Vibration & condition monitoring
Early warning on motors, gearboxes, pumps and rotating gear, so maintenance is planned instead of reactive.
Alerts & fault detection
Know before the bill: off-shift running, idle machines and abnormal draw trigger notifications the night they happen.
Portfolio benchmarking
Compare energy intensity plant to plant and line to line to find the worst performers first.
A day in the life: the compressor that was working too hard
A representative scenario of the platform catching a real issue in this facility type.
- 02:40
Third-shift compressor kW stays flat instead of cycling down — the plant is empty.
- 02:41
OptimizeOS fires a waste alert on sustained off-shift air demand.
- 07:15
Maintenance opens the trend, sees load/unload cycling collapse over three weeks.
- 10:30
An ultrasonic walk finds two leaking drops in the packaging area.
- Next week
Compressor kW drops back to baseline; the trend documents the savings.
Market and programme data, not customer results. Sources are named on each figure.
Who installs it
A certified partner installs it, with a named outage window and a fixed price. Their licensed electrician opens the panel; nobody on your payroll does. Your own electrical or controls contractor can be certified for this, or we introduce one who already is.