Pumping across the site under the same intelligence as the production process.
- Two pump houses under the same daily intelligence as the process
- Safety consequence ranked above better-understood production findings
- The largest motor held as a dark machine, not called healthy
- Industry
- Steel
- System type
- Identical units, one goal
- Machines
- 2 pump houses
- Period
- Every shift, live
The machine that makes neither the product nor money, but whose failure is catastrophic. Cooling water is the canonical example: the pumping stations run unnoticed until disruption, and the consequence is not lost tonnes but a safety event.
The plant's largest motor is a cooling-water pump with no standby.
Two of the five areas under the live daily intelligence are water utilities — a blast-furnace pump house and the cooling-water pump house — treated at full weight.
Bearing degradation, misalignment, impeller damage and hydraulic instability show in the motor's electrical waveform at the panel, so no one has to enter the pump house to know its state before the shift.
What changed
Pumping across the site runs under the same intelligence as the production process, with safety consequence ranked above better-understood production findings. Where evidence is insufficient, the intelligence holds the largest pump as a dark machine: it refuses to call it healthy rather than defaulting to green.
Related use cases
Read the case83 hours of lost production a quarter, about 57,000 inserts, cut by roughly 90%.
Walk the storyA month below plan, and nobody could say what to fix first.
Read the caseFour significant hot-saw faults caught between February and May, which led to a redesign of the structural frame.