Weather Providers

(ECMWF / GFS / IMD / etc.)

DATA ACQUISITION LAYER

(OPC-UA/DA, Modbus, FTP/SFTP, APIs, VPN, IPSec Tunnels)

RE SCADA

(Wind/Solar/Hybrid/BESS)

Thermal/WHRS

SCADA

Grid Meters/SLDC/QCA Data
(Schedules, Revisions, DSM)

CENTRAL DATA LAKE

(Raw → Processed → Curated → Analytics)

DATA PROCESSING ENGINE

(Validation, Transformations, Feature Engineering)

AI/ML INTELLIGENCE LAYER

- RE Forecasting (15-min, DA/ID)

- Load Forecasting (Shift-based)

- DSM Risk Prediction

- ToD Tariff Optimization

- Thermal/BESS Optimization

EMS OPTIMIZATION ENGINE

(Dispatch Logic, OA/ISTS Allocation, Cost Modeling)

POWER DESK APPLICATION LAYER

- Dashboards (HO, State, Plant)

- Scenario Simulator

- DSM/ToD Monitoring

- Workflow (Maker–Checker–Approver)

- Alerts & Notifications

End Users / HO Team

Plant Operators

State Coordinators