2The solution
Inverter health data becomes a risk score, a failure window, a collection job, and a verifiable record — automatically.
📡01
Ingest inverter health telemetry
→⚠️02
Risk score + end-of-life window
→🚚03
Capacity-aware collection route
→🔗04
Append verifiable passport event
Wyndham · inverter INV-WYN-0001
connecting…Likely breaking
⚠️ This inverter is likely breaking due to overheating. Plan maintenance or replacement.
Last 12 hours of telemetry
Failure risk (×100)Conversion efficiency (%)
Digital passport
manufactured2013-02-01
Inverter manufactured (model MS-5K).
installed2013-04-12
Installed at Wyndham Rooftop Cluster.
health checked2026-06-06
Telemetry ingested: temp 80C, THD 8.2%, efficiency 88.5%.
fault predicted2026-06-06
Risk 0.72 -> likely_breaking (overheating). Failure window ~21 days.
🔒 Tamper-evident · hash-chained
Under the hoodthe algorithms that turn data into a plan
01Predict
Weighted signals → breaking-risk band
0.30·temp + 0.25·THD + 0.20·eff + 0.15·volt + 0.10·age02Filter
Pack stops under truck mass capacity
Σ mass ≤ 2,500 kg, priority-first03Optimize
Shortest depot → stops → centre
min over all permutations (greedy NN fallback)04Measure
Great-circle km between sites
2r·asin(√hav(Δφ,Δλ))● Realsolar lifespan assumptions (25-yr panels) & the end-of-life cohort from CER install-age data·◌ Illustrativethis inverter's identity, live telemetry, risk score & passport events (no public live-IoT feed exists)Source: rule-based engine on synthetic telemetry; lifespans per manufacturer / Sustainability Victoria guidance
