Oxaide Horizon: Grid Storage Truth Machine
Physics-informed anomaly detection for utility-scale Peak Shaving and Frequency Response assets. Predicting thermal runaway 7 days before hardware alarms trigger.
7 Days
Lead Time
Predictive warning before BMS failure.
100%
Forensic Audit
Indisputable physics-truth logging.
Ideal Deployment Profile
Forensic Field Report
Asset owners were hostage to black-box BMS data provided by vendors, lacking the independent telemetry required for catastrophic risk mitigation.
The requirement for an air-gapped forensic logger became a mandatory condition for Tier-1 insurance coverage on 50MW+ sites.
Oxaide Horizon provides the independent "Black Box" that reads raw physics, ensuring operational safety and asset longevity regardless of vendor software.
Operational Infrastructure Profile
Real-time Rust-based signal processing (1000Hz)
Physics-Informed ML (Neural-ODE)
Air-gapped Data Diode (Hardware Level)
Deterministic Safety Interlocks
Technical Friction
& Risk Vectors
Vendor BMS telemetry masking high-impedance cell degradation
Insurance premiums escalating due to fire risk uncertainty
Blind spots in sub-second voltage sag during DC-to-AC conversion
Engineered Outcome
State
Phased Implementation Step
Savitzky-Golay filtering for sub-millisecond noise reduction
Phased Implementation Step
Physics-informed heat flux estimation algorithms
Phased Implementation Step
Air-gapped, unidirectional diode for secure edge extraction
Verified
Strategic Outcomes
Post-deployment verification confirmed the following operational shifts within the target infrastructure.
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