Prediction Explanation: Prairie Island 1
Feature importance and per-unit prediction explanations for the model.
Per-Unit Prediction Explanation
Why was this prediction made? Each bar shows how a feature pushed the prediction higher or lower compared to the fleet average.
When will the next refueling outage begin?
| Feature | Value | Impact (days) |
| Net Capacity (MWe) |
521.0 |
+19.64 days |
| Cycle Length (days) |
707.0 |
-15.95 days |
| Years to License Expiration |
6.9 |
+12.63 days |
| Forced Outage Days in Cycle |
98.0 |
-11.1 days |
| Licensed Capacity (MWt) |
1677.0 |
+7.07 days |
| Age at Outage (years) |
52.8 |
-6.6 days |
| Prior Cycle Length (months) |
23.3 |
+4.56 days |
| Owner |
Xcel Energy |
+4.56 days |
| Containment Type |
PWR-DRYAMB |
-2.82 days |
| 3-Outage Rolling Avg Duration |
55.3 |
+1.82 days |
Start Date — Global Importance
When will the next refueling outage begin?
Refueling Duration — Global Importance
How long will the next refueling outage last?
Refueling Extension — Global Importance
How many days past schedule will it run?
Forced Outage Duration — Global Importance
If a forced outage occurs now, how long will it last?
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