论文标题
迈向统计方法，以最大程度地减少故障级联反应的影响
Towards Statistical Methods for Minimizing Effects of Failure Cascades
论文作者
论文摘要
本文涉及纠正措施的潜力，例如发电和负载调度以最大程度地减少电力系统中传输线故障的影响。三个损失函数（以网格为中心，以消费者为中心和影响力定位）用于统计评估初始偶然性失败的关键。 AC和DC网格模型的学习方案将蒙特卡洛方法与凸动力编程公式结合在一起，并引入了自适应选择过程，该过程在IEEE-30总线系统上说明了。
This paper concerns the potential of corrective actions, such as generation and load dispatch on minimizing the effects of transmission line failures in electric power systems. Three loss functions (grid-centric, consumer-centric, and influence localization) are used to statistically evaluate the criticality of initial contingent failures. A learning scheme for both AC and DC grid models combine a Monte Carlo approach with a convex dynamic programming formulation and introduces an adaptive selection process, illustrated on the IEEE-30 bus system.
