  This paper concerns the resilience of systems with wind power upon wind
reduction by evaluating the potential of corrective actions, such as generation
and load dispatch, on minimizing the effects of transmission line failures.
Three functions (grid, consumer-centric loss, and resilience impact) are used
to statistically evaluate the criticality of initial contingent failures and
wind reductions. Our model is learned with Monte Carlo, convex optimization,
and adaptive selection, illustrated on the IEEE-30 and IEEE-300 bus systems
with both AC and DC models. We highlight the impact of wind reductions and
propose physically implementable solutions.
