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Recent, unprecedented increases in wind penetration pose new challenges to maintaining good control performance in power systems. The stochastic nature of wind power creates an incentive to treat control resources as stochastic. This paper presents a stochastic, time-dependent model of contingency reserve (CR) activation that is based on system behavior expected by the NERC and WECC disturbance control...