Machine-Level Energy Monitoring with AT-PMS and ATSCADA

Most factories know their total electricity consumption. The harder question is:

Which machine is consuming the energy, and is that energy producing the expected output?

Monitoring energy at machine level provides a more actionable view.

System Architecture

Power Meter / PLC / Sensor
          ↓
       AT-PMS
          ↓
       ATSCADA
          ↓
Energy + Machine + Production Data
          ↓
    Dashboard & Analysis

Industrial power monitoring platform can collect and analyze energy data by equipment, area, or production line.

A SCADA factory monitoring platform adds machine status, runtime, downtime, production, and equipment performance data.

What Can Engineers Monitor?

• Machine-level power consumption
• Energy consumption by production line
• Machine runtime and downtime
• Production output
• Energy vs. production performance
• Historical energy trends
• Abnormal consumption

For example:

Machine A
150 kWh → 2,000 pcs

Machine B
210 kWh → 1,850 pcs

Machine B consumes more energy while producing less output. This does not automatically indicate a fault, but it gives engineers a clear point for further investigation.

Why Combine Energy + SCADA Data?

The real value is connecting:

Energy Consumption + Machine Status + Production Output

This helps manufacturers identify energy-intensive equipment, unnecessary operating time, abnormal consumption, and potential efficiency improvements.

Practical Manufacturing Use Case

A factory with multiple production machines can monitor each machine's energy consumption and compare it with runtime and production output.

Instead of asking:

“How much electricity did the factory use?”

Engineers can ask:

“Which machine used the energy, what was it doing, and what did it produce?”

That is the foundation of machine-level energy intelligence for manufacturing.

Looking for a customized energy monitoring and SCADA solution? ATPro can support system architecture, integration, and project implementation.