From Paper Reports to Live Telemetry
Shop-floor PLCs spoke Modbus but had no path to operations dashboards. Supervisors filled end-of-shift forms while management discovered downtime and throughput problems hours too late. Quotes from enterprise SCADA vendors priced basic visibility out of reach.
UNS Architecture at a Glance
We adopted a Unified Namespace pattern so every machine state change publishes to a single MQTT topic hierarchy — no point-to-point integrations per machine.
- Modbus gateway — edge device polls legacy PLCs and normalises registers to JSON payloads
- MQTT broker (Mosquitto) — lightweight, on-prem, no per-tag licensing
- InfluxDB — time-series store for cycle counts, fault codes, and run states
- Grafana — custom OEE, downtime Pareto, and shift comparison dashboards
Operators see live line status; management sees cross-shift rollups without waiting for paper handoffs.
Why Not Traditional SCADA?
Per-seat licensing, historian modules, and annual maintenance contracts scaled poorly for a single-site plant that only needed OEE and downtime alerts. The self-hosted stack delivers predictable capital cost with dashboards and alert rules the client controls — no vendor roadmap dependency.
Automated Downtime Response
Threshold rules in Grafana route SMS and email when lines stop unexpectedly or cycle times drift beyond SPC limits. Maintenance gets signal while the event is still happening, not at the end of the shift.
Related Services
This project sits in our IoT & Smart Systems practice — Unified Namespace design, legacy PLC bridging, and Grafana operational dashboards without enterprise SCADA price tags.