⚡ Microgrid Optimization
Microgrid Sizing & Optimization Engine
AI-powered optimization for solar PV, battery storage, and thermal storage sizing. Includes heat demand prediction, VPP flexibility assessment, and ancillary grid service eligibility.
Modbus TCPOPC-UABACnetMQTT
Configuration
✓ OptimizedOptimization Parameters
Solar PV Range0 – 100 kW
Battery Range0 – 200 kWh
Thermal Range0 – 500 kWh
8,760 hours (annual) · two-pass grid search with refinement
Results
Optimal System Sizing
100 kW
Solar PV
16 kWh
Battery Storage
10 kWh
Thermal Storage
Financial
Investment Analysis
Total CAPEX€96,400
Annual OPEX€6,842
Annual Savings€27,794
Payback Period3.5 years
LCOE€0.112/kWh
Performance
Energy Metrics
Self-Consumption44.7%
Renewable Fraction57.2%
Peak Grid Import28.5 kW
CO₂ Reduction14,243 kg/yr
Self-consumption rate
Breakdown
CAPEX Distribution
Solar PV
Battery Storage
Thermal Storage
Annual Savings
Annual energy
Grid Energy Flow
Grid Import
Grid Export
Grid services
Ancillary Service Potential
✓ Frequency Response✓ Demand Response
Available Flexibility4.8 kW
Est. Ancillary Revenue€88/yr
Demo scenario: Site with 100kW solar search space, battery 0–200kWh, thermal 0–500kWh. Real deployments run 8,760-hour annual simulations with site-specific load profiles and location-based solar irradiance data.
Reference
Technical Specifications
Optimization Engine
Two-pass grid search with refinement
8,760-hour annual simulation
Joint solar + battery + thermal sizing
LCOE / NPV / payback calculation
CO₂ emission reduction tracking
Heat Demand Model
Heating/cooling degree hour method
Building envelope U-value estimation
Occupancy-adjusted profiles
Seasonal + diurnal patterns
Confidence interval output
VPP / Ancillary Services
FCR / aFRR / mFRR eligibility
Demand-side response assessment
Capacity market qualification
Multi-asset aggregation
Revenue estimation (EU markets)
Supported protocols: Modbus TCP/IP · OPC-UA · BACnet/IP · OCPP 1.6/2.0 · REST API · MQTT