Cloud Monitoring of RF Power Supplies with Grafana Dashboards

Cloud Monitoring of RF Power Supplies with Grafana Dashboards

Published by: Sohoprolab Editorial Team | Date: July 8, 2025

Why Monitor RF Power Supplies in the Cloud?

RF power supplies are critical in telecom, defense, and semiconductor test environments. Continuous remote monitoring ensures system uptime, improves diagnostics, and prevents overvoltage or thermal overloads. With Grafana, engineers can build intuitive, real-time dashboards fed by cloud-connected data sources—including PXI-based RF test setups and modular RF supply systems.

Data Collection: What to Monitor

Common telemetry parameters for RF power supplies include:

  • ???? Output Voltage & Current
  • ????️ Internal Temperature
  • ⚠️ Fault Codes or Shutdown Flags
  • ???? Forward & Reflected Power (SWR, VSWR)
  • ???? Power Supply Status (ON/OFF, Regulation Mode)

These values can be collected via SCPI, Modbus TCP, or direct PXI instrumentation (e.g., using PXI RF modules or DAQ-based current probes).

Architecture: From Supply to Grafana

The architecture for cloud visualization is modular and scalable:

[RF PSU] ─▶ [SCPI via Python or LabVIEW] ─▶ [MQTT/InfluxDB/Telegraf] ─▶ [Grafana Cloud / Self-hosted Grafana]
    

This pipeline ensures time-stamped metrics are visualized with minimal latency and full retention in cloud storage. MQTT brokers or InfluxDB time-series databases are common intermediaries.

Grafana Dashboard Design Tips

  • Use gauge panels for voltage, current, temperature
  • Add color-coded status LEDs for fault or trip states
  • Embed time-series plots for long-term trends
  • Use templating to select between different RF units or test benches

Grafana supports alerts, so you can email or Slack your team when thresholds are exceeded.

Secure Data Transport

Security is crucial when streaming RF PSU data to the cloud. Use TLS encryption for MQTT or HTTPS for REST APIs. VPN tunnels or reverse SSH are recommended for sites behind firewalls. In Grafana Cloud, use API keys with granular access control.

Applications in Industry

  • ???? Telecom Labs: Monitor 5G amplifier bias lines
  • ???? Semiconductor Test: Track temperature-sensitive wafer RF supplies
  • ???? Military RF: Ensure power envelope compliance during signal simulation
  • ????️ Satellite Test: Remotely monitor payload RF loads during integration

FAQs

Can PXI modules monitor RF power supplies directly?
Yes, via current sense modules, voltage taps, or high-speed digitizers capturing envelope characteristics.
What protocols work best?
MQTT for push-based streaming, REST for on-demand polling, and InfluxDB for time-series pipelines.
Does Grafana work with Modbus?
Indirectly — you can use Telegraf or Node-RED to collect Modbus data and forward it to Grafana-compatible databases.

Cloud-based monitoring of RF power supplies unlocks continuous insight, centralized logging, and proactive alerting. Whether you use SCPI-enabled PXI gear or modular supply units, Grafana dashboards help visualize, report, and respond to critical metrics. Explore our PXI Platform and Data Acquisition & Control tools to build your cloud-ready RF monitoring system today.

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