An open, research-grade, production-ready framework integrating edge IoT telemetry, 7-dimension asset health assessment (AHI), Explainable AI (SHAP), closed-loop adaptive control, and cryptographic SHA-256 governance across Solar PV, Wind, BESS, and Hybrid power plants.
Engineered to replace rigid, proprietary SCADA silos with a reusable, scientifically validated intelligence framework.
Unifies Solar PV (IEC 61724-1 irradiance yield and IGBT thermal models), Wind Turbines (IEC 61400-12-1 barometric air density normalisation), Utility BESS (electrochemical setpoint tracking), and Co-located Hybrid POI arbitration under a single interface.
Continuous multi-criteria health scoring combining thermal degradation (Arrhenius ageing), electrical efficiency, mechanical stress, communication uptime, and environmental stress with transparent factor attribution.
Hierarchical anomaly detection: Level 1 physical thresholding, Level 2 CUSUM/EWMA statistical drift, Level 3 Isolation Forest multivariate modelling, and Level 4 physical residual comparison with verified 95.96% precision and 100% recall.
Dynamic climate-adjusted warning thresholds that adapt to seasonal heatwaves while preserving hard emergency trip limits. Built-in 10% HITL guardrail blocks any shift exceeding ±10% without Chief Engineer authorisation.
Enterprise partition isolation enforced across PostgreSQL 18.6 Row Level Security (RLS) and memory layers. Operators and assets from Helios, Aurora, and Solaria are strictly separated with zero cross-tenant leakage.
Every telemetry observation, operator override, parameter adaptation, and maintenance dispatch is sealed into a SHA-256 block hash chain with genesis-to-tip validation for regulatory audit readiness.
Models DC-to-AC conversion efficiency, thermal clipping derating, and pyranometer plane-of-array (POA) irradiance response.
Normalises site-specific barometric air density against standard atmosphere ($\rho_0 = 1.225\text{ kg/m}^3$) with gearbox bearing thermal tracking.
Models charge/discharge setpoints, state-of-charge boundaries (5% ≤ SoC ≤ 95%), and active thermal throttling.
Dynamic arbitration orchestrating Solar PV, Wind Turbine, and BESS capacity behind a shared Point of Interconnection (POI).
From high-frequency sensor ingestion to Human-in-the-Loop decision verification with verified state persistence.
Register your renewable energy enterprise, utility cooperative, or independent power plant (IPP) into REGENOVA's multi-tenant framework.