Residential Energy Data Sets for Research and Innovation
Unlock Unprecedented Insight into Real-World Residential Energy Use
📊 What's Included?
- High-Resolution Data: Energy usage recorded every 60 seconds
- Longitudinal Coverage: Multi-year data across varying seasonal and behavioral patterns
- Disaggregated Loads: HVAC, pool, EV, water heater, and other major appliances
- Geographic Focus: Real-world usage from homes in Arizona
- Clean and Structured: Delivered in CSV, Parquet, or via API
👥 Who is it For?
🎓 Academic Researchers
Ideal for ML training, policy studies, and demand analysis.
Special academic licenses from $250/month.
🚀 Startups and Innovators
Train and validate your apps or algorithms with real-world, minute-level data.
Thousands of homes available.
⚙️ Utilities and Energy Providers
Test demand response, simulate grid loads, and optimize TOU pricing models.
💡 Use Cases
- Energy forecasting and simulation
- Load disaggregation model training
- Smart grid and DER integration studies
- EV and HVAC adoption modeling
- Peak load management and demand charges
- Behavioral studies and economic impact analysis
💰 Pricing Options
🔹 Subscription Tiers
| Tier | Homes | Years | Load Detail | Price/Month |
|---|---|---|---|---|
| Basic | 10 | 1 | Aggregated | $250 |
| Pro | 50 | 3 | Disaggregated | $1,000 |
| Enterprise | Custom | Full | Full + API | Starts at $3,000 |
🔹 One-Time Dataset Licenses
- Aggregated: $10–25 per home/year
- Disaggregated: $50–100 per home/year
- Example: 1000 homes × 2 years × $75 = $150,000
🎓 Academic Discounts
We offer up to 90% off for qualifying institutions and nonprofit researchers.
📎 How to Get Started
- Request a Sample Dataset: 5 homes × 1 year, free for evaluation
- Choose a Plan: Subscription or one-time access
- Sign the License: Non-commercial or commercial use
- Receive Your Data: Via secure download or custom API
📘 Learn More
Read our whitepaper: Why Residential Energy Data Matters for the Future of the Grid
You might also be interested in : Grid Flexibility Starts at Home: The Case for Residential Demand Control
📬 Interested?
Email us at [email protected]
Let your innovation start with better data.