Project 52 · Energy / BESS

Battery Storage Monitoring System

Vendor-Agnostic BESS Telemetry With Tiered Safety Alerts

Industry: Energy / BESS
Services: Embedded Systems Analytics Safety
TRL: 3 → 8
Duration: 6 months
Technologies: BMS telemetry temperature sensing SOC/SOH analytics

Vendor-agnostic BMS adapter layer + canonical schema — Figure 1 — Vendor-agnostic BMS adapter layer normalizing telemetry into a canonical schema.

36-month SOH curves with site-C drift anomaly — Figure 2 — Three-year state-of-health curves surfacing a drift anomaly at one site.

Tiered alerts with thermal anomaly worked example — Figure 3 — Tiered alert design illustrated through a worked thermal-anomaly example.

Real-world Battery Storage Monitoring deployment — Figure 4 — Real-world deployment at an operating BESS site.

Project background

Battery energy storage systems require close monitoring for safety and performance. The client wanted a monitoring layer sitting alongside the BMS, providing analytics and alerting across their fleet.

Challenge

Integrating with different BMS vendors, analyzing SOH trends meaningfully, and generating safety alerts that weren't drowned out by routine noise.

Approach & solution

We built vendor-agnostic telemetry ingestion, SOC/SOH trend analytics, and a tiered alerting system. Thermal anomalies trigger immediate operator attention; slower drifts accumulate into scheduled actions. Safety alerts bypass normal routing to ensure visibility.

Results & benefits

Operators now manage their BESS fleet with fleet-wide visibility rather than one-system-at-a-time. Several thermal precursors were flagged early, preventing what could have been significant events.

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