⚡ Quantum QUBO Optimization for Energy Grids

Fast quantum-inspired optimization for smart grids

This demo showcases how Quantum Computing and QUBO (Quadratic Unconstrained Binary Optimization) can solve complex energy grid problems efficiently.

📊 QUBO Optimization

Quadratic Unconstrained Binary Optimization formulates energy distribution as:

minimize: x^T Q x

⚡ Applications

  • Optimal power flow
  • Demand-supply matching
  • Microgrid optimization
  • Line loss minimization

⚙️ Optimization Setup

10
2
5
1000

Running optimization...

Results will appear here after optimization