Prediction Explanation: Browns Ferry 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?

FeatureValueImpact (days)
Prior Cycle Length (months) 23.0 +26.36 days
Cycle Length (days) 700.0 -14.61 days
unit_pct_in_predicted_month 0.1 -4.66 days
Containment Type BWR-MARK 1 +1.8 days
unit_pct_in_spring_fall 0.9 -1.64 days
3-Outage Rolling Avg Duration 28.0 +1.4 days
Forced Outage Days in Cycle 18.0 +1.09 days
Age at Outage (years) 52.1 +0.98 days
Avg Coastdown Days (this unit) 3.0 +0.69 days
Years to License Expiration 27.3 -0.63 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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