Such a high level of wind penetration, however, does not come
without difficulties, as was reported in Ref. [3]. It requires higher
surplus capacity for supply security reasons (reliability impact), due
to the source variability and difficulty of prediction, and it causes
a much lower capacity factor for conventional plants (balancing
impact).