Skip to content
← All results
Case study · Mining

20 h/day of unproductive time exposed

At the La Plomosa mining unit, Kinnil instrumented a mill in a single day — without stopping the operation — and what came to light changed how the plant's most expensive asset is managed.

  • KINNIL ENERGY
  • KINNIL CM
  • KINNIL DAQ
The starting point

The mill was running blind

In a processing plant, the mill is the heart of the operation and the dominant energy consumer. But it was managed the way most of mining still does it: operator experience and scattered data, with no continuous measurement saying how much energy each processed ton costs or how many hours a day the mill spins without producing.

The question nobody could answer with data: how much of the mill's time and energy is going to waste?

The installation

Instrumented in 1 day, without touching the process

The Nidus gateway connected to the mill's electrical signals with non-invasive sensing — no modifications to the equipment, no stopping the grind, no use of the mine's network. From the first shift, the platform started building the asset's real baseline.

  • 01Non-invasive sensing on the mill's signals
  • 02Own 4G channel — zero dependence on the mine's internet
  • 03Specific energy (kWh/ton) computed continuously
  • 04Mill states classified with AI, in real time
What came to light

The real baseline, in numbers

With continuous measurement, the operation stopped arguing over perceptions and started managing against a scientific setpoint. The unproductive time — invisible before — was exposed, quantified and traced to its cause.

20 h/day

of mill unproductive time, exposed and quantified

14.15 kWh/ton

scientific specific-energy setpoint, computed from real data

1 day

of installation, without stopping the grinding operation

The next step

It's not about buying anything.
It's about measuring your most problematic machine.

Kinnil Pilot · 30 days

We install on 1–2 machines, measure your real baseline and present the findings with your own data. Success criteria agreed from day one.

I'd rather write on WhatsApp →