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含抽水蓄能电站的输电线路扩展规划启发式算法

Heuristic Algorithm for Transmission Line Expansion Planning with Pumped Storage Plants

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针对含抽水蓄能电站的输电线路规划中存在的非线性和非凸问题,提出了一种基于 MILP 的输电线路扩展规划启发式算法.首先将混合整数线性问题(MILP)传输扩展规划(TEP)模型的精确解与元启发式算法的随机解相结合;然后引入了基于 MILP的启发(MBH)算法来解决线性近似和元启发式过程中出现的问题;最后在 IEEE RTS-24节点测试系统的单阶段TEP验证了所提出算法的有效性.
This paper proposes a heuristic algorithm for transmission line expansion planning based on mixed-integer linear programming(MILP),aiming at addressing nonlinear and nonconvex problems in the planning of transmission lines con-taining pumped storage plants.First the exact solution of the MILP transmission expansion planning(TEP)model is com-bined with the random solution of the metaheuristic algorithm.Second a MILP-based heuristic algorithm(MBH)is intro-duced to solve the problems encountered in linear approximation and metaheuristic processes.Finally the effectiveness of the proposed algorithm is validated on both single-stage TEP using the IEEE RTS-24 node test system.

transmission expansion planningmetaheuristicmixed-integer linear programminglinear approximation

李逸欣、吴伟杰、左郑敏、郑敏嘉、陈逸鹏

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广东电网有限责任公司电网规划研究中心,广东 广州 510000

中国能源建设集团广东省电力设计研究院有限公司,广东 广州 510663

输电扩展规划 元启发式 混合整数线性问题 线性近似

2024

电工技术
重庆西南信息有限公司(原科技部西南信息中心)

电工技术

影响因子:0.177
ISSN:1002-1388
年,卷(期):2024.(3)
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