A real-time operations dashboard for an injection moulding machine — state, cycle, OEE and energy per part — built from electrical measurement alone, with no PLC connection and no sensors added to the machine.
An injection moulding machine leaves an unmistakable electrical signature: the injection peak, the holding plateau, the drop into cooling, the idle pass. Sampling power twice a second, Injection Molding Monitor reconstructs the full cycle and knows which state the machine is in at any moment.
Everything else follows: the shot count, cycle time against target, how the shift splits between production, downtime, warm-up and changeover, and OEE computed to ISO 22400.
None of it requires touching the machine. No control integration, no added sensors, no stoppage to install: the electrical metering already in place for energy turns out to be enough to read the process.
The header identifies machine and shift — type, tonnage, material and cavities — and the dashboard updates live while the machine runs.
Each consumption band maps to a phase of the cycle. The machine does not report its state: the dashboard deduces it from how much power it is drawing.
| Power zone | Inferred state | What is happening |
|---|---|---|
| 0 – 8 kW | Off / standby | No active cycle |
| 8 – 35 kW | Idle / cooling | Thermal holding and waiting between shots |
| 35 – 65 kW | Mould operations | Closing, opening and ejection |
| 65 – 95 kW | Pack and hold | Holding pressure after injection |
| 95 – 120 kW | Injection peak | Filling the cavities |