考虑可再生能源整合的输电系统规划

Lei Tang, F. Wen, Md. Abdus Salam, S. Ang
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引用次数: 4

摘要

可再生能源发电在一些实际电力系统中的渗透水平不断提高,给输电系统规划带来了一些新的问题甚至挑战。在现代输电系统规划中,除了传统的对电力系统可靠性的要求外,还需要考虑可再生能源发电的适应能力。在此背景下,提出了考虑输电投资成本、减载成本、弃风成本及相关运行约束的双层输电系统规划模型。上层目标是在给定情景下,使年投资成本之和与减载和弃风的年经济损失期望值最小。在较低的层次上,目标是使每一种情景的减载能和弃风能的经济损失总和最小。这两个层次交互迭代实现,最终得到最优的输电系统规划方案。将上层模型描述为一个混合整数优化问题,并采用成熟的粒子群优化算法进行求解;将底层模型表述为一个线性规划问题,并利用线性规划求解器ILOG CPLEX进行求解。最后,通过一个改进的18总线样本电力系统验证了所提出模型和所采用算法的基本特性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Transmission system planning considering integration of renewable energy resources
The penetration level of renewable energy generation has been increasing in some actual power systems, and hence introduces some new problems and even challenges for transmission system planning. In modern transmission system planning, it is necessary to consider the accommodation capability of renewable energy generation, in addition to the traditional requirement for power system reliability. Given this background, a bi-level transmission system planning model is presented for this purpose with transmission investment costs, load shedding costs, abandoned wind power costs as well as relevant operating constraints considered. In the upper level, the objective is to minimize the sum of annual investment cost and the expected value of annual economic loss of shedding load and wind energy abandoned for given scenarios. In the lower level, the objective is to minimize the sum of economic loss of shedding load energy and wind energy abandoned for each scenario. These two levels are implemented interactively and iteratively, and the optimal transmission system planning scheme will ultimately be attained. The upper level model is described as a mixed-integer optimization problem, and solved by the well- established particle swarm optimization algorithm; the lower level model is formulated as a linear programming problem, and solved by the linear programming solver ILOG CPLEX. Finally, the essential characteristics of the proposed models and adopted algorithms are demonstrated by a modified 18-bus sample power system.
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