考虑源荷两侧不确定性的含风电‒垃圾焚烧热电联产虚拟电厂协调优化调度
作者:
作者单位:

(1.上海电力大学电气工程学院,上海 200090;2.上海电力大学电子与信息工程学院,上海 200090)

通讯作者:

唐 忠(1964—),男,博士,教授,主要从事系统运行与控制、新能源开发利用与节能方面的研究;E?mail:tangzhong64@163.com

中图分类号:

TM73

基金项目:

国家自然科学基金(52177185)


Coordinated and optimized scheduling of virtual power plants with wind power‑waste incineration cogeneration considering uncertainty of source and load sides
Author:
Affiliation:

(1.College of Electrical Engineering, Shanghai University of Electric Power, Shanghai 200090, China; 2.College of Electronics and Information Engineering, Shanghai University of Electric Power, Shanghai 200090, China)

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    摘要:

    针对风电、负荷波动存在不确定性和冬季供暖期热电联产机组存在系统调峰能力不足的问题,将一定区域内风电场、电转气、垃圾焚烧电厂组成虚拟电厂。首先,为应对垃圾焚烧电厂能源利用效率低下,考虑采用其热电联产工作模式参与系统调峰,提高能源利用效率,并建立热电联产模式下垃圾焚烧电厂的数学模型;随后,引入风电场、P2G及热电联产机组,建立风电?P2G?垃圾焚烧热电联产虚拟电厂模型;最后,针对系统中的源、荷不确定性,采用模糊机会约束建立考虑源荷两侧不确定性的含风电?垃圾焚烧热电联产虚拟电厂优化调度模型。为验证该模型的有效性,设置2种不同场景,采用CPLEX优化软件求解模型。仿真结果表明所提模型可有效促进风电消纳,提高垃圾焚烧电厂能源利用效率,降低虚拟电厂总成本。

    Abstract:

    In response to the uncertainty of wind power and load fluctuations, as well as the insufficient system peak shaving capacity of cogeneration units during winter heating periods, a virtual power plant consisting of wind farms, power-to-gas (P2G) conversion plants, and waste incineration power plants within a certain area is formed. Firstly, to address the low energy utilization efficiency of waste incineration power plants, it is considered to adopt their cogeneration mode to participate in system peak shaving, improve energy utilization efficiency, and establish a mathematical model of waste incineration power plants under the cogeneration mode. Secondly, wind farms, P2G, and cogeneration units are introduced to establish a virtual power plant model with wind power, P2G, and waste incineration cogeneration. Finally, in response to the uncertainty of the source and load in the system, a fuzzy chance constraint is used to establish an optimized scheduling model for the virtual power plant with wind power-waste incineration cogeneration that considers the uncertainty of both the source and load sides. To verify the effectiveness of the model, two different scenarios are set up, and the model is solved by using CPLEX optimization software. The simulation results show that the proposed model can effectively promote wind power consumption, improve the energy utilization efficiency of waste incineration power plants, and reduce the total cost of virtual power plants.

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王宸宇,唐 忠,魏敏捷,等.考虑源荷两侧不确定性的含风电‒垃圾焚烧热电联产虚拟电厂协调优化调度[J].电力科学与技术学报,2024,39(6):232-241.
WANG Chenyu, TANG Zhong, WEI Minjie, et al. Coordinated and optimized scheduling of virtual power plants with wind power‑waste incineration cogeneration considering uncertainty of source and load sides[J]. Journal of Electric Power Science and Technology,2024,39(6):232-241.

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  • 在线发布日期: 2025-02-14
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