We’ve just added a new Quantum Optimization module to the Q-SmartGrid prototype!
What’s new:
Implemented Cirq QAOA circuits to reduce energy imbalance across campus buildings.
Simulated results on Google Colab — achieving ~23% energy efficiency improvement compared to baseline.
Integrated the AI forecast output (from Vertex AI) with the quantum layer for realistic demand prediction.
Cleaned visualization and updated GitHub repository for better reproducibility.
Repository: https://github.com/sabanasersaleem-oss/QSmartGrid-Quantum-AI
Next steps: Connect the Gemini Pro agent to generate natural-language recommendations. Deploy a Streamlit dashboard for interactive visualization.
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