UC Davis Campus Intelligence Platform
Sister company by the same founder. Modular energy systems hardware that complements TowerWatch's monitoring layer. Watch the promo video.
Research-funding intelligence layer. Third sister project, same founder. Building privately.
Real-time CAISO grid state, transmission, power plants, renewable forecasts, and market pricing. Interactive map of CA's generation, demand, and exports.
Analysis of UC Davis TherMOOstat Airtable dataset. 2,283 cooperative housing units, occupancy scoring, thermal comfort metrics, and actionable recommendations.
Structured workflow for TherMOOstat Airtable base. Data schema improvements, API integration points, ML-ready field layouts, and canvas automation patterns.
OpenAPI/Swagger reference for TowerWatch REST API. 150+ endpoints covering campus data, real-time feeds, anomaly detection, and integration patterns.
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.
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.
Aggregate campus-wide energy metrics. Total demand, solar generation, import/export balance, peak demand trends, and sustainability KPIs.
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.
Air quality correlation with campus load. Economizer lockout impacts, HVAC mode switching.
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.
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.
Single-building deep dive. Real-time demand, weather sensitivity, occupancy correlation, anomalies, and comparables.
Selected building real-time metrics. Live demand, temperature, occupancy, and status.
Cooperative housing community analysis. 124 domes, occupancy-driven consumption patterns, thermal modeling.
Interactive demo and feature showcase. New feature landing page and onboarding tour.
Active CA wildfire incidents, updated 15 minutes
EPA Davis AQI readings, 15-min cache
24 sensors, hyperlocal, 10-min update
Regional seismic, 5-min cache
Davis air quality outlook, 6-hr cache
28 stations, 142 ports, ChargePoint API
Charger status, provider breakdown
Real-time scooter positions, batteries
No-ride areas, speed limits, parking
Ingest progress: 5/32 sites, 106M+ rows
Campus-wide anomaly + opportunity summary
Buildings with unusual demand patterns
31 energy profiles with baseline forecasts
1,540 ArcGIS footprints, GeoJSON
Pipes, valves, hydrants, connections
Campus solar installations
Overlay for campus map
Campus cooling distribution
Emergency water access points
80+ BWFP/JSWB items, serial numbers
15,528 rooms across campus
Campus water infrastructure. Wells, towers, TES, production, demand, quality.
Campus electrical grid. Demand, generation, import/export, circuit loading.
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.
Cross-utility metrics and integration.
Historical IoT sensor data from Domes cooperative housing (2014-2015).