SPP AI Power Price Forecasting & Wind Integration Analytics
QR AMPS: Specialized AI Price Forecasting for SPP Energy and Reserves Integrated Marketplace
Optimized for the high wind-penetration environment of the Southwest Power Pool, QR AMPS adapts to SPP Integrated Marketplace rules, 5-minute Real-Time Balancing Market (RTBM) clearing, and Day-Ahead Market (DAM) protocols. Built for SPP wind asset managers, BESS optimizers, and power desks.
| Market | Data Type | Forecast Resolution | Forecast Points | Update Frequency | Forecast Horizon | Probabilistic Bands |
|---|---|---|---|---|---|---|
| Real-time 5-min | LMP & MCE | 5-min | 288 | Every 5-min | 24 Hours | Low (5%), Average (50%), High (95%) |
| Real-time Hourly | LMP & MCE | Hourly | 24 | Every Hour | 24 Hours | Low (5%), Average (50%), High (95%) |
| DAM Energy | LMP & MCE | Hourly | 3 x 24 x 7 | Three times a day | 7 DA | 1-99 Percentile Bands |
| DA Spot Hourly | LMP & MCE | Hourly | 3 x 24 x 2 | Three times a day | 2 DA | 1-99 Percentile Bands |
| Real-Time 5-min | REG-UP/REG-DOWN SPIN/SUPP | 5-min | 288 | Every 5-min | 24 Hours | Low (5%), Average (50%), High (95%) |
| DAM Reserves | REG-UP/REG-DOWN SPIN/SUPP | Hourly | 3 x 24 x 7 | Three times a day | 7 DA | 1-99 Percentile Bands |
Interactive SPP Price Forecast Dashboard
Configured specifically for SPPNORTH_H, SPPSOUTH_H, NPPD hubs, and individual generator nodes:
- Real-Time 5-Min RTBM Forecasts: High-frequency 5-minute LMP predictions featuring low, medium, and high probability bounds to predict negative price events caused by wind surges.
- Day-Ahead Market & Operating Reserves: Hourly DAM price forecasts and Operating Reserve (Spinning, Supplemental, Reg-Up) predictions visualized via multi-colored probability bands.
- Automated SPP Model Verification: Accuracy tracking comparing P50 forecasts against SPP settlement prices using MAPE, MAE, and Directional Hit Rate.
- 7-Day Rolling DAM Forecast Evolution: Interactive timeline tracking how multi-day price shapes adjust leading up to the operating day.
- SPP Grid Telemetry Visualizer: Combined display of SPP system load, wind generation output, thermal unit commitments, and regional transmission constraints.
Note: Public previews show 24-hour delayed data. Real-time access requires a registered account.