MISO AI Power Price Forecasting & Hub LMP Predictions
QR AMPS: Enterprise AI Price Forecasting for Energy and Reserves MISO Regional Markets
Engineered for the multi-state footprint of MISO, QR AMPS accounts for 5-minute Real-Time LMPs, Day-Ahead Market clearing, and regional operating reserve markets. Configured for MISO utilities, IPPs, and energy traders optimizing assets across Indiana, Illinois, Michigan, Minnesota, and Texas hubs.
| 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 | Three times a day | DA | 1-99 Percentile Bands |
| Real-time Reserves | GenRegMCP GenSpinMCP GenSuppMCP StrMcp DemandRegMcp DemandSpinMcp DemandSuppMCP | Hourly | 24 | Every Hour | 24 Hours | Low (5%), Average (50%), High (95%) |
| DAM Reserves | DEMREGMCP GENREGMCP DEMSPINMCP GENSPINMCP DEMSUPPMCP GENSUPPMCP SERREGMCP | Hourly | 3 x 24 x 7 | Three times a day | 7 DA | 1-99 Percentile Bands |
Interactive MISO Price Forecast Dashboard
Delivers live MISO price predictions customized across ILLINOIS.HUB, INDIANA.HUB, MICHIGAN.HUB, MINN.HUB, and specific generator nodes:
- 5-Min Real-Time LMP Forecasts:Continuous 5-minute RTD predictions with probabilistic confidence bounds highlighting marginal energy and congestion costs.
- Day-Ahead Market & ASM Forecasts:Hourly DAM energy price shapes alongside Ancillary Service Market (ASM) reserve prices (GenReg, GenSpin, GenSupp) in tabular and chart formats.
- Automated MISO Performance KPIs:Real-time accuracy metrics evaluating P50 AI estimates against MISO final settlement LMPs using MAPE, MAE, and WAPE.
- 7-Day Rolling Forecast Playback:Video playback demonstrating how Day-Ahead price models converge over a 7-day horizon.
- MISO Regional Telemetry:Real-time visualization of MISO regional load, wind generation, thermal dispatch stack, and North-South interface constraints.
Note: Public previews show 24-hour delayed data. Real-time access requires a registered account.