EOS

Energy Optimization System

Energy Optimization System

A comprehensive platform for energy management, combining AI-powered analytics with real-time IoT monitoring to help homes and businesses understand and optimize their energy consumption.

What We're Building

Energy Analytics

Upload electricity bills and receive detailed analysis of consumption patterns, cost breakdowns, and personalized recommendations for reducing energy usage.

IoT Integration

Connect smart meters and energy sensors via MQTT protocol for real-time monitoring. Track voltage, current, power consumption, and device status from a unified dashboard.

ML-Powered Insights

Machine learning models analyze historical data to identify peak usage hours, detect anomalies, forecast future consumption, and suggest cost-saving opportunities.

Residential Tools

Bill upload and OCR extraction, appliance cost calculator, solar potential analysis, consumption tracking, and actionable energy-saving recommendations tailored for homes.

Enterprise Features

Multi-site management, real-time analytics, digital twin simulations, demand response optimization, financial forecasting, and comprehensive reporting for organizations.

Hardware Control

Nexus hardware dashboard for controlling connected devices, sending commands via MQTT, monitoring device health, and managing IoT infrastructure from a centralized interface.

Technical Foundation

Frontend

  • • Next.js 16 with React 19
  • • TypeScript for type safety
  • • Tailwind CSS for styling
  • • Recharts for data visualization
  • • Real-time WebSocket updates

Backend

  • • PostgreSQL database (Neon)
  • • Prisma ORM for data access
  • • NextAuth.js authentication
  • • MQTT broker (Aedes) for IoT
  • • API routes with validation

Machine Learning

  • • Time series forecasting
  • • Anomaly detection algorithms
  • • Pattern recognition
  • • Cost optimization models
  • • OCR for bill extraction

IoT & Hardware

  • • MQTT protocol (port 1883)
  • • ESP32/Arduino support
  • • Real-time data streaming
  • • Device authentication
  • • Command & control interface

Development Status

Residential Dashboard

Bill upload, OCR processing, ML-powered analysis, savings calculator, appliance cost breakdown, and consumption tracking are functional.

Enterprise Dashboard

Multi-site overview, real-time monitoring, analytics, device management, and Nexus hardware integration are operational.

IoT Infrastructure

MQTT broker running locally, device authentication implemented, real-time data pipeline active, and hardware documentation complete.

In Progress

Production deployment configuration, user authentication system, database integration, and external API connections.

Feedback & Questions

This platform is under active development. If you have questions, suggestions, or would like to report issues, please reach out.