Real-Time Grid Optimization
at Scale

DSC-3 solves unit commitment, grid topology, and storage arbitrage problems in milliseconds for networks with thousands of nodes.

62ms
Grid dispatch solve
2,000+
Network nodes optimized
24/7
Real-time operation
99.9%
Constraint satisfaction

Grid Complexity at Scale

Renewable Integration

Balancing intermittent renewable sources with baseload demand requires continuous optimization under uncertainty.

Grid Stability

Maintaining frequency and voltage stability across distributed generation requires real-time optimization of thousands of nodes.

Asset Optimization

Scheduling maintenance, dispatch, and capacity allocation across a fleet of generation and storage assets with competing objectives.

Optimization for Energy Systems

Unit Commitment

Generator scheduling with ramp rates, minimum up/down times, and reserve requirements. Optimize dispatch as QUBO problems at grid speed.

Grid Topology Optimization

Switching operations and network reconfiguration under fault conditions. Topological analysis identifies critical nodes and optimal paths.

Storage Arbitrage

Battery charge/discharge optimization across time-of-use pricing, demand response events, and ancillary service markets.

Renewable Integration

Intermittent source balancing and curtailment minimization. Optimize renewable dispatch alongside conventional generation in real time.

Demand Response

Load aggregation and incentive-compatible scheduling. Optimize demand-side participation across customer segments and time horizons.

Transmission Planning

Line routing, capacity expansion, and congestion relief optimization. Evaluate network upgrade scenarios at scale in milliseconds.

DSC-3 vs. Traditional Solvers

Problem DSC-3 (RTX 5070 Ti) GAMS Heuristic Dispatch
500-node unit commitment 18ms 8.2s 0.5s (suboptimal)
2,000-node grid dispatch 62ms 2.4min 1.8s (suboptimal)
5,000-node topology optimization 280ms timeout infeasible

How It Works

1. Grid Model Input

Submit network topology, generator parameters, and demand forecasts via REST API. Standard power systems data formats supported.

2. Real-Time Optimization

DSC-3 maps grid constraints to QUBO matrices. Seven solvers compete in parallel on GPU hardware to find optimal dispatch.

3. Dispatch Commands

Receive generator schedules, switching orders, and storage commands with constraint verification and cryptographic audit trails.

See It Live: AxiomLattice.io

Autonomous Materials Discovery

AxiomLattice.io uses DSC-3's Ising solver cascades and topological analysis to autonomously screen candidate materials for battery electrolytes, high-entropy alloys, and semiconductors — with every discovery cryptographically verified.

1.3MMaterials screened
126Discovered
459KProof records
4Material domains
Explore AxiomLattice →
NVIDIA Inception Powered by NVIDIA GPU computing through the Inception Program.

Talk to Our Energy Team

Discover how DSC-3 can optimize your grid operations and energy trading strategies.

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