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电力大数据:2023,26(08):-
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考虑综合需求响应和电转气的园区综合能源系统优化调度方法
韩钰, 徐婷婷, 吴迪凡
(国网上海市北供电公司)
Optimal Scheduling Method for Park Integrated Energy System Considering Comprehensive Demand Response and Power to Gas Technology
hanyu, xutingting, wudifan
(State Grid Shibei Power Supply Company, SMEPC)
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投稿时间:2023-08-21    修订日期:2023-09-19
中文摘要: 针对园区综合能源系统可再生能源消纳和冷热电负荷波动的问题,引入电转气技术,同时结合可平移电负荷、灵活的热负荷和灵活的冷负荷,建立了考虑综合需求响应和电转气技术的园区综合能源系统优化调度方法,并转变模型构建成为混合整数线性规划模型,通过matlab结合yalmip调用cplex求解器进行求解,快速解决海量数据和约束条件对于求解复杂度的影响。并通过对比算例分析,考虑综合需求响应对于削峰填谷、可再生能源消纳的影响以及园区综合能源系统整体经济性的影响,验证本文所搭建模型的有效性和合理性。
Abstract:Addressing the challenges of renewable energy integration and fluctuations in heating, cooling, and electricity loads within the park integrated energy system, Introducing power-to-gas technology while integrating manageable electricity loads, flexible heating loads, and flexible cooling loads, Establishing an optimized scheduling method for the park integrated energy system that considers comprehensive demand response and power-to-gas technology, And transforming the model construction into a mixed-integer linear programming (MILP) model. By using MATLAB combined with YALMIP to call the CPLEX solver for solving the problem to quickly address the impact of massive data and constraint conditions on solving complexity. And analyze through comparative examples. Consider the impact of integrated demand response on peak shaving, renewable energy integration, and the overall economic viability of park integrated energy system. Validate the effectiveness and rationality of the model proposed in this article.
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