Virtuel
We are creating a system for a company that operates in energy industry. The application is a management system of decentralized energy sources, which is able to optimize the operation of aggregation blocks.
Project description
We are creating a system for a company that operates in energy industry. The application is a management system of decentralized energy sources, which is able to optimize the operation of aggregation blocks.
The system communicates with the resources themselves using the Modbus industrial protocol. The application uses machine learning models and is able to connect with other energy suppliers.
Tech stack
The platform combines a real-time control layer for decentralized energy sources with a data and machine-learning layer that optimizes how aggregation blocks are operated and connected with other suppliers.
- Python for data processing and machine-learning models
- Node.js / TypeScript and React for the management interface
- Modbus protocol for communication with energy sources
- PostgreSQL and time-series storage for measurement data
- Docker and Kubernetes for deployment
- Cloud hosting with secure VPN access to field devices
