Optimal budget deployment strategy against power grid interdiction

Xuan Liu, K. Ren, Yanling Yuan, Zuyi Li, Qian Wang
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引用次数: 17

Abstract

Power network is one of the most critical infrastructures in a nation and is always a target of attackers. Recently, many schemes are proposed to protect the security of power systems. However, most of existing works did not consider the component attacking cost and ignored the relationship between the budget deployed on the component and its attacking cost. To address this problem, in this paper we introduce the concept of budget-cost function, which describes the dynamic characteristics of component attacking cost, and propose a new model to protect power grid against intentional attacks. In our model, the attackers have limited attacking capacity and aim to maximize the damage of attacks. On the other hand, the defenders aim to find the optimal strategy of the budget deployment to limit the damage to an expected level. We formulate the above problem as a nonlinear optimization problem and solve it by employing the primal-dual interior-point method. To the author's best knowledge, this is the first work which analyzes the optimal budget deployment strategy based on budget-cost function. Simulations on the IEEE 5-bus system demonstrate the correctness and effectiveness of the proposed model and algorithms. The results provide a basis of budget investment for power systems.
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电网阻断下的最优预算部署策略
电力网络是一个国家最关键的基础设施之一,一直是攻击者的目标。近年来,人们提出了许多保护电力系统安全的方案。然而,现有的研究大多没有考虑组件的攻击成本,忽略了部署在组件上的预算与其攻击成本之间的关系。针对这一问题,本文引入了预算成本函数的概念,描述了组件攻击成本的动态特征,提出了一种新的保护电网免受故意攻击的模型。在我们的模型中,攻击者的攻击能力是有限的,他们的目标是使攻击造成的伤害最大化。另一方面,防御者的目标是找到预算部署的最佳策略,将损害限制在预期水平。我们将上述问题化为一个非线性优化问题,并采用原对偶内点法求解。就笔者所知,这是第一次分析基于预算-成本函数的最优预算部署策略。在ieee5总线系统上的仿真验证了所提模型和算法的正确性和有效性。研究结果为电力系统预算投资提供了依据。
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