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• W2214488010 abstract "Branching processes can be applied to simulated cascading data to describe the statistics of the cascades and quickly predict the distribution of blackout sizes. In this paper we apply the multi-type branching process to the line outage data and discretized load shed data. The branching process parameter such as the offspring mean matrix is estimated from simulated cascades by the Expectation Maximization (EM) algorithm and the multi-type branching process is then used to estimate the joint distribution of two blackout sizes based on the Lagrange-Good inversion. We test the estimated distributions with line outage and load shed data generated by the AC OPA cascading simulations on the IEEE 118-bus system." @default.
• W2214488010 created "2016-06-24" @default.
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• W2214488010 date "2014-05-25" @default.
• W2214488010 modified "2023-09-27" @default.
• W2214488010 title "Estimating the Propagation of Several Cascading Outages with Multi-type Branching Processes" @default.
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