Lehmann Jörg, Bernasconi Jakob
ABB Switzerland Ltd, Corporate Research, Segelhofstrasse 1K, CH-5405 Baden-Dättwil, Switzerland.
Phys Rev E Stat Nonlin Soft Matter Phys. 2010 Mar;81(3 Pt 1):031129. doi: 10.1103/PhysRevE.81.031129. Epub 2010 Mar 29.
A class of probabilistic models for cascading failure propagation in interconnected systems is proposed. The models are able to represent important physical characteristics of realistic load-redistribution mechanisms, e.g., that the load increments after a failure depend on the load of the failing element and that they may be distributed nonuniformly among the remaining elements. In the limit of large system sizes, the models are solved analytically in terms of generalized branching processes, and the failure propagation properties of a prototype example are analyzed in detail.
提出了一类用于互联系统中连锁故障传播的概率模型。这些模型能够表征现实负载重新分配机制的重要物理特性,例如,故障后的负载增量取决于故障元件的负载,并且它们可能在其余元件之间非均匀分布。在大系统规模的极限情况下,根据广义分支过程对模型进行解析求解,并详细分析了一个原型示例的故障传播特性。