PI telemetry → feature store → dispatch simulation → bill comparison → degradation → NPV/sizing
Site: UC Davis RMI Brewery, Winery, and Food Pilot Facility (primary) • Jackson Sustainable Winery (secondary, load-only)
Current limitations:
- Battery behavior is simulated — no battery telemetry exists in PI for RMI/JSWB
- JSWB is load-only (PVI telemetry is corrupted/dead)
- PV generation may be reconstructed from net meter deltas if direct solar ingest is unavailable
- Tariff rates are proxy SMUD CI-TOD schedules, not the actual UC Davis custom tariff