Mining & Heavy Industry
Mining Ops: Remote Diagnostics at the Edge
A mining operator enabled store‑and‑forward telemetry and predictive maintenance for EV haulers in remote pits.
- Customer
- GeoCore Minerals
- Location
- Odisha & Jharkhand
- Timeline
- 4 months
Challenge
- Patchy connectivity and harsh conditions led to intermittent data loss and long mean‑time‑to‑repair.
- Critical assets experienced thermal and coolant anomalies that were often detected only after breakdowns.
Solution
- Deployed signed, buffered telemetry with automatic backfill when connectivity returns; added edge rule‑packs for on‑site alerts.
- Implemented models to detect cell imbalance and inverter temperature trends; introduced guided workflows and safe OTA rollbacks.
Impact
Unplanned downtime
-38%
MTTR improvement
41%
Telemetry continuity
99%
- Unplanned downtime reduced by 38% with earlier detection and targeted interventions.
- MTTR improved by 41% through remote triage and parts‑ready dispatch.
- Data continuity reached 99% despite intermittent networks via store‑and‑forward.
Services Provided
Edge telemetryPredictive analyticsOTA pipelineField service workflows