动态环境经济调度:基于乘数交替方向法的分布式解决方案

D. H. Nguyen, T. Narikiyo, M. Kawanishi
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引用次数: 3

摘要

本文提出了一种面向环境友好型电网的分布式优化调度控制方法。为此,解决了一个被称为环境经济调度的优化问题,该问题受到所考虑的电力系统的物理约束。因此,我们提出了一种基于乘法器交替方向法(ADMM)的方法,在快速收敛的情况下以分布式方式获得该优化问题的全局最优解。因此,每个发电单元可以自行获得最优的发电功率,在降低燃料和排放成本的同时,满足由整个系统和自身引起的全局和局部物理约束。该方法最大的特点是在算法执行过程中始终保证功率平衡约束。最后,通过对实际电力系统的仿真以及与另一种方法的比较,说明了所提方法的性能。
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Dynamic environmental economic dispatch: A distributed solution based on an alternating direction method of multipliers
This paper proposes a distributed control approach for optimal power dispatch towards environment-friendly power grids. To do so, an optimization problem called environmental economic dispatch, which is subjected to physical constraints of the considered power system, is solved. Consequently, we propose an approach based on the Alternating Direction Method of Multipliers (ADMM) to obtain the globally optimal solution of that optimization problem in a distributed manner under a fast convergence. As a result, each generation unit can derive by itself an optimal generated power that minimizes with compromising both fuel and emission costs while satisfying both global and local physical constraints caused by the whole system and by its own. The most distinguished feature of this approach is that the power balance constraint is always guaranteed during the execution of the algorithm. Finally, the performance of our proposed approach is illustrated through the simulation to a realistic power system and the comparison with another method.
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