Website: Live Now
GridGenius addresses a pressing challenge in Bangladesh’s energy sector: balancing energy generation with fluctuating national demand. We leverage machine learning and LLM-powered chat to build a smart, insightful energy planning platform.
- 📈 Forecasts daily electricity demand using BPDB data and advanced ML models.
- 🧠 Chat with Ask Genius, an explainable AI bot that answers energy-related queries based on project docs.
- 📊 Explore trends & insights with rich, interactive data visualizations.
- ⚡ Optimize generation using our "Ideal Generation" benchmark for smarter energy decisions.
🔌 Power crises and load shedding have long plagued Bangladesh.
📉 Poor demand estimation leads to wasted resources or unmet supply.
✅ GridGenius bridges this gap through AI-based forecasting and real-time interaction.
- GridOracle: ML-based demand forecasting trained on 1800+ daily BPDB reports.
- Ask Genius Chatbot: Powered by Groq Llama 3 + RAG with HuggingFace embeddings.
- Smart Insights: Understand seasonal gaps, inefficiencies, and patterns.
- Interactive Dashboard: Built with Tailwind CSS, Vanilla JS, and beautiful data viz.
| Feature | Description |
|---|---|
Date |
Record date |
Demand (MW) |
Max energy demanded |
Generation (MW) |
Max energy generated |
Temp (°C) |
Daily avg. temperature |
Season |
Derived: high or low temp periods |
IsHoliday |
Binary: holiday or not |
DemandGenGap |
Difference between demand & supply |
🔍 Derived from 1800+ PDFs from the Bangladesh Power Development Board (BPDB)
This project was developed by the 'Human Forgetting' Team at North South University:
| Name | Institution | ID | GitHub | Followers |
|---|---|---|---|---|
| Rajin Khan | North South University | 2212708042 |  |
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| Aurongojeb Lishad | North South University | 2212457042 |  |
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| Pranoy Saha | North South University | 2131183642 |  |
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| Sadia Islam Mou | North South University | 2131724642 |  |
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⭐ If you found this project inspiring, star the repo and support more energy-conscious innovations!