Industry solution · ENERGY
Energy intelligence
Combine SCADA, equipment telemetry, weather, thermal imagery and inspection records into asset condition, anomaly diagnosis, generation analysis and maintenance coordination for solar, wind and grid assets.
20-second walkthrough
From field context to operational closure
The sequence explains the solution through sensing, data flow, intelligence and operational action.
Early solar hot-spot and fire-risk discovery
- 01Early solar hot-spot and fire-risk discovery
- 02SCADA, meters, weather and thermal imagery → Edge acquisition and security boundaries
- 03Asset models and time-series data → Anomaly, hot-spot and generation analytics → Maintenance planning and reinspection
- 04Workflow integration → Continuous operations
Start with the operating problem
Define the objects, data, owners and response actions before selecting technology, so the platform becomes an operating system rather than an isolated display.
Early solar hot-spot and fire-risk discovery
Wind and substation condition inspection
Centralized low-staff site operations
Reference system architecture
Every layer has explicit inputs, outputs and ownership boundaries, and can connect to existing equipment and systems in phases.
Build a sustainable operating loop
Go-live is the beginning. Business review and continuous evaluation keep rules, data and models aligned with changing field conditions.
- 1
Field discovery
Confirm assets, data sources, network limits, permissions and current processes.
- 2
Scoped validation
Use representative samples to set a baseline for errors, latency and usability.
- 3
Workflow integration
Connect alerts and insights to work orders, approval, dispatch and review.
- 4
Continuous operations
Monitor quality and drift while retaining versions, audit records and rollback.
Accept against verifiable measures
These are recommended acceptance dimensions, not unverified performance claims. Targets must be set from the site baseline, sample tests and business risk.