UC Davis Campus Intelligence Platform
Real-time PI data for BWFP and JSWB. Electricity demand, solar generation, weather, anomalies, and COP efficiency tracking.
Interactive campus map with 1,540 building footprints and 9 infrastructure layers. Water, fire, EV charging, solar, chilled water, parking, roads, and more.
Statewide California energy infrastructure map. Power plants, substations, gas pipelines, and 100+ carto layers. Toggle energy, hazard, and mobility layers.
Anomaly detection, building rankings by efficiency, weather correlations, DRIFT energy waste scores, and actionable sustainability recommendations.
Real-time campus-wide energy overview. Demand curves, generation, storage, and forecast tracking across all 58 monitored buildings.
Real-time California wildfire map, smoke impact on campus AQI, early warning system for economizer lockout, and building thermal pre-chill strategies.
Unified incident command dashboard for campus emergencies — power outages, heat waves, wildfires, water failures.
Simulate campus response to failure cascades. What happens if chiller fails during peak heat?
Specialized view for extreme heat events. TES charging, chiller utilization, cooling tower performance.
California Public Utilities Commission data. Outage tracking, complaint feeds, regulatory status.
UC Davis graduation week energy load profile. Thousands of visitors, peak demand events, parking/HVAC surge.
Spin scooter and Bird e-bike tracking. Geofencing compliance, battery status, rider patterns, out-of-zone riding.
HVAC complaint enrichment: auto-resolving Facilities tickets to equipment tag, CAAN, control system, and PI trend.
Four real UC Davis complaints, before → after — now with real outside-air temps, per-room trend charts, design setpoints, and the actual building drawings.
Analysis of the UC Davis TherMOOstat thermal-comfort dataset — occupancy scoring, comfort metrics, and where the data drives action.
Field-verified infrastructure data. What actually exists vs what PI claims. Camera validation, GPS coordinates, equipment checks.
Search and drill into any of 2,337 UC Davis buildings. Energy profiles, thermal models, occupancy estimates.
Selected building real-time metrics. Live demand, temperature, occupancy, and status.
Campus water infrastructure. Wells, towers, TES, production, demand, quality.
Live county outages + utility outage areas + power plants. Operational view for CEC/CAISO.
232k oil/gas/geothermal wells — CalGEM. Active, idle (orphan-risk), geothermal.
DWR + SWRCB drinking-water boundaries, POTWs, groundwater wells, Valley Water sensors.
67 UC Davis Health buildings, campus boundary, tree inventory. CHA hospital pitch.
Campus natural gas. Heating demand, boiler efficiency, steam generation.
UnitTrans bus routes, ridership, real-time vehicle tracking, commute corridors.
Solar louver thermal control analysis. Dg-space, thermal comfort, energy savings potential.
Multi-facility water system overview.
Historical IoT sensor data from Domes cooperative housing (2014-2015).
UC Berkeley buildings pulse with real hourly electric demand through a typical weekday — labs never sleep, classrooms breathe with the schedule.
26 California campuses + 158 buildings (UC/CSU/CC) breathe through a typical year — statewide electric demand swelling with summer cooling, colored by system. Monthly sibling to the 24h animation.
Twenty wildfire-exposed California communities ranked for microgrid resilience on physical grid risk — per-site briefs with fire history, local news, and pros & cons. Smallest-community-first, one per county.
Each of the 20 sites on satellite with the energy, water & gas infrastructure around it — transmission, substations, power plants, gas pipelines, water systems, fire stations — and the islandable community footprint.
California's 26 public campuses pulse with real month-by-month electric demand over the state's energy, water & gas infrastructure — a year in the life, animated.
27 real California campuses (25 CSU + Berkeley + UCSD) by annual energy, 359 mapped buildings.
The instrumented campus: per-array solar availability, multi-year load, the $40.96/kW tariff, the sizing — all real telemetry.
Scoring formula, confidence ladder, and an honest inventory of every constant once invented, now real-data-backed (7 of 8 retired).