论文标题
基于凸的船体的扩展分布式综合电气系统的最佳能量流
Extended Convex Hull-Based Distributed Optimal Energy Flow of Integrated Electricity-Gas Systems
论文作者
论文摘要
构建了集成的电力和天然气系统以促进气体发电的生成,并且由于对不同机构之间的数据安全性和隐私的重视,这些集成系统的分布式操作受到了很多关注。本文提出了一种基于扩展的凸面船体方法,以分布式方式解决集成电和气体系统的最佳能量流问题。首先,通过将整个系统分为物理差异和区域差异,将整个系统分为N块来构建多块电力气体系统模型。然后,通过用扩展的凸面船体约束代替非convex气体传输方程来激发该多块模型。采用了乘数算法的Jacobi-Proximal交替方向方法来求解偶性模型并最大程度地降低其操作成本。最后,检查最佳解决方案的可行性,并开发出足够的条件。如果满足了足够的条件,则可以从偶性问题中恢复原始非凸问题的最佳解决方案。仿真结果表明,该提出的方法在获得可行的最佳解决方案方面是可行的,可用于多块最佳能量流问题。
Integrated electricity and gas systems are constructed to facilitate the gas-fired generation, and the distributed operation of these integrated systems have received much attention due to the increased emphasis on data security and privacy between different agencies. This paper proposes an extended convex hull based method to address optimal energy flow problems for the integrated electricity and gas systems in a distributed manner. First, a multi-block electricity-gas system model is constructed by dividing the whole system into N blocks considering both physical and regional differences. This multi-block model is then convexified by replacing the nonconvex gas transmission equation with the extended convex hullbased constraints. The Jacobi-Proximal alternating direction method of multipliers algorithm is adopted to solve the convexified model and minimize its operation cost. Finally, the feasibility of the optimal solution for the convexified model is checked, and a sufficient condition is developed. If the sufficient condition is satisfied, the optimal solution for the original nonconvex problem can be recovered from that for the convexified problem. Simulation results demonstrate that the proposed method is tractable and effective in obtaining feasible optimal solutions for multi-block optimal energy flow problems.