🌞 NovaSolar AI — v1.0.0 Initial Research Release
We are thrilled to announce the first official release of NovaSolar AI — an autonomous AI platform for global solar energy optimization, protection, and monetization.
This release marks the foundation of the NovaSolar AI research platform, including the landing page, initial project structure, and the core research framework.
✨ What's Included in v1.0.0
🔮 AI Forecasting Foundation
- LSTM-based solar energy output prediction framework (94%+ accuracy target)
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- Time-series data preprocessing pipeline
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- Feature engineering for solar irradiance data
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- 24-hour ahead prediction window
🌐 Platform & Landing Page
- Fully deployed landing page at https://191avi.github.io/Novasolar_ai/
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- Responsive UI showcasing NovaSolar AI features
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- Interactive feature showcase and roadmap
📚 Documentation
- Comprehensive README with architecture overview
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- CONTRIBUTING.md guide for community contributors
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- MIT License
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- Project roadmap (4 phases through 2026)
🏷️ Repository Setup
- GitHub Topics: solar-energy, machine-learning, lstm, forecasting, renewable-energy, deep-learning, iot, python, predictive-maintenance, time-series
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- Professional badge system (dynamic GitHub stats)
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- Recognition & Community section
📊 Current Research Progress
| Module | Progress |
|---|---|
| AI Forecasting Engine | 80% |
| Predictive Maintenance | 60% |
| Academic Thesis | 50% |
| Smart Dashboard | 30% |
| Research Publication | 20% |
| Energy Monetization | 15% |
| Production Deployment | 10% |
🗺️ What's Coming in v1.1.0
- LSTM model training notebooks
- - [ ] Dataset preprocessing scripts
- - [ ] Initial API endpoints (FastAPI)
- - [ ] IoT sensor integration prototype
- - [ ] Unit test suite
🤝 Contributing
We welcome contributions! See CONTRIBUTING.md for guidelines.
Areas we especially need help with:
- 🤖 LSTM model optimization
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- 📡 IoT data pipeline (MQTT, Raspberry Pi)
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- 🛠️ Predictive maintenance algorithms
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- 📊 Dashboard UI development
👨💻 About the Author
Avijit Saha Apu — AI/ML Developer, Founder of NovaSolar AI
- GitHub: @191Avi
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- LinkedIn: Avijit Saha Apu
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- Email: avijitsahaa236@gmail.com
⭐ If NovaSolar AI excites you, please give it a star! It helps others discover this project.