1. PV Generation Monitoring
- Real-time tracking of solar output (kW, kWh)
- Inverter performance monitoring
- Solar irradiation vs actual output
2. Energy Flow Management
- Tracks flow between PV, battery, load, and grid
- Visualizes self-consumption, export, import
3. Inverter & MPPT Control
- Manages Maximum Power Point Tracking (MPPT) efficiency
- Ensures optimal inverter loading & performance
4. Battery Storage Management
- Controls charging/discharging schedules
- Optimizes use based on time-of-use tariffs or peak shaving
- State of Charge (SoC) monitoring
5. Grid Interaction & Export Control
- Limits export based on utility rules
- Enables net metering or zero-export logic
- Islanding control if integrated with backup systems
6. Load Matching & Smart Consumption
- Schedules flexible loads to align with PV generation
- Smart load shifting for higher self-consumption
7. Forecasting Module
- Solar generation forecast (based on weather data)
- Load forecasting to plan storage/discharge decisions
8. Performance Analytics & Alarms
- KPI tracking (PR, CUF, daily yield)
- Automatic fault alerts (e.g., low generation, inverter error, ismatch)
9. Energy Tariff Optimization
- Simulates savings under different tariff schemes (e.g., peak/off-peak, FiT, NEM)
- Real-time financial impact display
10. Asset Management & Maintenance
- Tracks inverter, panel, battery health and maintenance schedules
- Integrates with CMMS for proactive servicing
11. Carbon Offset & ESG Reporting
- Calculates CO₂ avoided from PV use
- Generates reports for ESG, CDP, GHG Protocol compliance
12. SCADA/BMS Integration
- Interfaces with site SCADA, BMS, or facility EMS
- Centralized data and control for hybrid systems (PV, grid, genset, battery)
Optional / Advanced Sub-Modules
Hybrid System Controller
- Manages PV + diesel generator + battery coordination
- Islanding and microgrid support
Virtual Power Plant (VPP)
- Aggregates multiple PV systems for grid services
- Supports demand response and ancillary services
AI Optimization Engine
- Uses ML to fine-tune battery and load control for max ROI
- Anomaly detection in PV performance
EV Charger Integration
- Aligns EV charging schedules with solar generation
- Tracks solar-powered EV mileage
Weather Data Integration
- Integrates live weather data and forecasts to
- improve solar production planning