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Energy & Solar Orchestration AI

Energy / Solar

3 deterministic AI models for solar-panel orchestration and grid-load optimization. Forecast generation with seasonal precision, optimize battery dispatch for maximum cost avoidance, and detect load anomalies with auditable BrainScore™ certainty.

3 Deterministic Models3 DomainsOn-Premise · CPU-OnlyPAC-90% Conformal BoundsIB v12 NativeSentinel Safety Gated

Deterministic Grid Control

The BrainPredict Energy platform brings sovereign intelligence to the physical layer. By combining deterministic physics models with conformal uncertainty estimation, we provide a control plane for energy infrastructure that is both predictable and auditable.

Hourly solar generation forecasting with seasonal geometry
Battery charge/discharge plans gated by grid pricing arbitrage
Consumption anomaly detection preventing infrastructure overload
Intelligence Bus events for cross-platform cost consolidation

Solar Generation Forecasting

Deterministic 24h hourly forecast using nameplate capacity, seasonal geometry, and cloud factors

1 Models

Battery Dispatch Optimization

Greedy LP-style dispatch plan maximizing cost avoidance via intelligent battery arbitrage

1 Models

Grid Load Anomaly Detection

Z-score anomaly detection identifying consumption spikes and metering faults in real-time

1 Models

Cost Avoidance Analysis

Comparative baseline vs optimized analysis showing expected vs actual savings in EUR

0 Models