Prediction Explanation: Browns Ferry 3

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?

FeatureValueImpact (days)
Cycle Length (days) 735.0 -33.63 days
Prior Cycle Length (months) 24.2 +24.97 days
unit_pct_in_winter 0.6 +1.98 days
unit_pct_in_spring_fall 0.4 +1.94 days
Years to License Expiration 28.4 -1.6 days
Containment Type BWR-MARK 1 +1.52 days
Forced Outage Days in Cycle 33.0 -1.18 days
Age at Outage (years) 51.0 +1.18 days
unit_pct_in_predicted_month 0.6 +1.12 days
Reactor Type (NSSS) GE +0.84 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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