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考虑多能一体化互补的网源协调规划方法研究

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为了充分挖掘不同类型电源的多时空互补潜力、提升能源利用水平,提出一种考虑风光水火储一体化互补运行的网源协调规划方法.首先,引入净负荷、多能互补系数和风光水火储一体化电站约束,构建双层网源规划模型.其次,以人工蜂群(ABC)算法为基础,保留蜂群的全局寻优策略,在蜜源搜索环节引入量子粒子群优化(QPSO)算法,综合考虑局部最优和全局最优进行位置更新,并采用改进混合遗传算法和ABC-QPSO对上下层模型进行求解.最后,以改进IEEE-24节点系统为例,对网源规划模型的有效性与算法的优越性进行验证.该方法考虑风光水火储一体化互补运行,能够减少电网建设投资,得到兼顾经济性、安全性与协调性的规划方案.该方法具有广泛的适用性,能应用于多种场景.
Study of Coordinated Network Source Planning Method Considering Multi-Energy Integration and Complementarity
To fully exploit the multi-temporal and spatial complementary potentials of different types of power sources and improve the energy utilization level,a coordinated network source planning method considering complementary operation of integrated wind,photovoltaic,water,fire and storage is proposed.Firstly,a two-layer network source planning model is constructed by introducing net load,multi-energy complementary coefficients and constraints of integrated wind,photovoltaic,water,fire and storage power plants.Secondly,based on the artificial bee colony (ABC) algorithm,the global optimization search strategy of bee colony is retained,and the quantum particle swarm optimization (QPSO) algorithm is introduced to the nectar search link,which comprehensively considers the local optimum and global optimum for the position updating,and the upper-lower-layer models are solved by the improved hybrid genetic algorithm and ABC-QPSO.Finally,the effectiveness of the network source planning model and the superiority of the algorithm are verified by taking the improved IEEE-24 node system as an example.The method considers the integrated and complementary operation of wind,photovoltaic,water,fire and storage,which can reduce the investment in grid construction and obtain a planning scheme that considers economy,security and coordination.The method has wide applicability and can be applied to a variety of scenarios.

Integrated wind,photovoltaic,water,fire and storageGoordinated network source planningComplementary operationNet loadMulti-energy complementary coefficientIntegrated power plant constraints

南亚林、王锐、顾佳卫、王晴玉

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中国电建集团西北勘测设计研究院有限公司,陕西 西安 710065

风光水火储一体化 网源协调规划 互补运行 净负荷 多能互补系数 一体化电站约束

2024

自动化仪表
中国仪器仪表学会 上海工业自动化仪表研究院

自动化仪表

CSTPCD
影响因子:0.655
ISSN:1000-0380
年,卷(期):2024.45(12)