1. Citywide Energy Monitoring
- Aggregates energy consumption data from buildings, infrastructure, streetlights, EV chargers, etc. across the city.
2. Smart Street Lighting Control
- Manages and automates street lighting using IoT sensors for adaptive brightness, scheduling, and energy savings.
3. Renewable Energy Integration
- Tracks and manages citywide solar, wind, and bioenergy production, including feed-in to local grids or microgrids.
4. District Cooling/Heating Management
- Monitors and controls energy used for centralized HVAC systems in urban zones. Optimizes for load and weather.
5. Building Energy Benchmarking
- Compares energy usage of municipal buildings and commercial zones using standardized KPIs.
6. Smart Grid Interface
- Connects with utilities and distributed energy resources (DERs) for real-time grid status, demand response, and load balancing.
7. EV Infrastructure Management
- Manages public EV charging stations, tracks usage, maintenance, and supports smart charging policies.
8. Smart Water & Waste Utilities
- Monitors energy consumption by water treatment, pumping, and waste management systems — key for integrated sustainability.
9. Public Transport Electrification Tracker
- Monitors electric buses, trams, and train energy usage; optimizes charging based on grid and renewable availability.
10. Environmental & Air Quality Sensors
- Integrates with energy data to correlate emissions, traffic, and urban heat zones. Supports ESG and health reporting.
11. Citizen Engagement Portal
- Provides the public with dashboards, energy-saving tips, and feedback on city performance (gamification or rewards optional).
12. Urban Energy Analytics & AI Forecasting
- Uses AI to model demand, identify inefficiencies, and simulate impact of city planning on energy consumption.
Advanced Modules
- Integration with GIS for geospatial energy maps
- Digital Twin of city energy systems
- Carbon Credit Aggregation per urban zone