RESEARCH ON LOW CARBON ECONOMIC OPTIMAL DISPATCH OF HYBRID ENERGY MICROGRID GROUP BASED ON IMPROVED SNAKE ALGORITHM UNDER TIME-OF-USE ELECTRICITY PRICE

Li Hongyu; Xu Haibao; Zhang Lang; Zhou Gang

doi:10.19912/j.0254-0096.tynxb.2023-1790

English Version Reader LoginJournal Login

您当前的位置：

首页 >

文章列表页 >

RESEARCH ON LOW CARBON ECONOMIC OPTIMAL DISPATCH OF HYBRID ENERGY MICROGRID GROUP BASED ON IMPROVED SNAKE ALGORITHM UNDER TIME-OF-USE ELECTRICITY PRICE

更新时间：2025-10-18

- RESEARCH ON LOW CARBON ECONOMIC OPTIMAL DISPATCH OF HYBRID ENERGY MICROGRID GROUP BASED ON IMPROVED SNAKE ALGORITHM UNDER TIME-OF-USE ELECTRICITY PRICE
- Vol. 46, Issue 3, Pages: 132-140(2025)
- 作者机构：
  
  1. 东北石油大学电气信息工程学院,大庆 163318
  2. 中国石油集团长城钻探工程有限公司四川页岩气项目部,盘锦 124000
- 作者简介：
- 基金信息：
- DOI：10.19912/j.0254-0096.tynxb.2023-1790
  CLC： TM734
- Published Online：07 April 2025，
  
  Published：2025
- 稿件说明：
移动端阅览
李宏玉, 续海宝, 张浪, 周刚. 考虑分时电价下基于改进蛇算法的混合能源微电网群低碳经济优化调度研究[J]. 太阳能学报, 2025, 46(3): 132-140.

Li Hongyu, Xu Haibao, Zhang Lang, et al. RESEARCH ON LOW CARBON ECONOMIC OPTIMAL DISPATCH OF HYBRID ENERGY MICROGRID GROUP BASED ON IMPROVED SNAKE ALGORITHM UNDER TIME-OF-USE ELECTRICITY PRICE[J]. 2025, 46(3): 132-140.
李宏玉, 续海宝, 张浪, 周刚. 考虑分时电价下基于改进蛇算法的混合能源微电网群低碳经济优化调度研究[J]. 太阳能学报, 2025, 46(3): 132-140. DOI： 10.19912/j.0254-0096.tynxb.2023-1790.

Li Hongyu, Xu Haibao, Zhang Lang, et al. RESEARCH ON LOW CARBON ECONOMIC OPTIMAL DISPATCH OF HYBRID ENERGY MICROGRID GROUP BASED ON IMPROVED SNAKE ALGORITHM UNDER TIME-OF-USE ELECTRICITY PRICE[J]. 2025, 46(3): 132-140. DOI： 10.19912/j.0254-0096.tynxb.2023-1790.

摘要

在考虑风光不确定性条件下建立一个低碳背景下含电转气的多微网架构分层管理的能量调度模型。上层构建一个混合能源运营商模型

利用改进的蛇算法寻求运营商与微电网群的最优内部电价

在进行功率交换和主网应用分时电价条件下

实现电氢互转

分别协调与主网和微网群调度;下层利用求解器构建微网群间实现相互协作调度模型

将梯度碳交易机制引入各微电网调度阶段。通过仿真验证

该模型最终通过分时电价以及运营商储能储氢实现对主网削峰填谷的作用

同时在阶梯式碳交易模式下

降低碳排

考虑到环境成本

实现微网群与协同运营商的合作联盟。

Abstract

In this paper

an energy dispatching model for hierarchical management of multi-microgrid architecture with electricity-to-gas in low-carbon background is established under the condition of considering the uncertainty of wind and solar. In the upper layer

a hybrid energy operator model is constructed

and the improved snake algorithm is used to seek the optimal internal electricity price between the operator and the microgrid group

and the power and hydrogen transfer is realized under the condition of power exchange and time-of-use electricity price applied to the main network

and the dispatch of the main network and the microgrid group is coordinated respectively. The lower layer uses the solver to construct a mutual cooperative scheduling model between microgrid groups

and introduces the gradient carbon trading mechanism into the dispatching stage of each microgrid. Through simulation verification

the model finally realizes the role of peak shaving and valley filling of the main grid through time-of-use electricity price and energy storage and hydrogen storage by operators

and at the same time

reduces carbon emissions in the stepped carbon trading mode

considers the environmental cost

and realizes the cooperation alliance between the microgrid group and the cooperative operator.

关键词

Keywords

references

陈冠益, 夏晒歌, 李婉晴, 等. 面向碳中和的生物柴油制备及应用研究进展[J]. 太阳能学报, 2022, 43(9): 343-353.

谭九鼎, 李帅兵, 李明澈, 等. 计及不确定性的分布式微网参与电网优化调度方法综述[J]. 综合智慧能源, 2024, 46(1): 38-48.

南斌, 董树锋, 唐坤杰, 等. 考虑需求响应和源荷不确定性的光储微电网储能优化配置[J]. 电网技术, 2023, 47(4): 1340-1352.

米阳, 李战强, 吴彦伟, 等. 基于两级需求响应的并网微电网双层优化调度[J]. 电网技术, 2018, 42(6): 1899-1906.

刘林鹏, 朱建全, 陈嘉俊, 等. 基于柔性策略-评价网络的微电网源储协同优化调度策略[J]. 电力自动化设备, 2022, 42(1): 79-85.

桑博, 张涛, 刘亚杰, 等. 多微电网能量管理系统研究综述[J]. 中国电机工程学报, 2020, 40(10): 3077-3093.

芮涛, 李国丽, 胡存刚, 等. 考虑电价机制的微电网群主从博弈优化方法[J]. 中国电机工程学报, 2020, 40(8): 2535-2546.

焦建芳, 王安杰, 王光, 等. 考虑储能寿命和通信故障的微电网群优化调度[J]. 系统仿真学报, 2024, 36(2): 352-362.

毛亚哲, 何柏娜, 王德顺, 等. 基于改进深度强化学习的智能微电网群控制优化方法[J]. 智慧电力, 2021, 49(3): 19-25, 58.

阚圣钧, 魏少雄, 赵继钢, 等. 考虑分时电价的微电网储能容量优化配置[J]. 分布式能源, 2022, 7(2): 44-49.

董海, 曹晓兰. 基于策略驱动的混合能源微电网动态调度[J]. 太阳能学报, 2023, 44(7): 22-29.

赵峰, 罗鑫, 高锋阳. 考虑网内实时电价的微电网经济优化运行研究[J]. 太阳能学报, 2020, 41(9): 53-60.

程杉, 陈梓铭, 王瑞, 等. 基于混合博弈的多微电网双层协调优化调度[J]. 电力自动化设备, 2021, 41(8): 41-46.

余娟, 时权妍, 杨知方, 等. 考虑电解水与甲烷化运行特性的电转气系统日前调度方法[J]. 电力系统自动化, 2019, 43(18): 18-25.

蔡钦钦, 肖宇, 朱永强. 计及电转氢和燃料电池的电热微网日前经济协调调度模型[J]. 电力自动化设备, 2021, 41(10): 107-112, 161.

吴盛军, 李群, 刘建坤, 等. 基于储能电站服务的冷热电多微网系统双层优化配置[J]. 电网技术, 2021, 45(10): 3822-3832.

卫志农, 张思德, 孙国强, 等. 计及电转气的电-气互联综合能源系统削峰填谷研究[J]. 中国电机工程学报, 2017, 37(16): 4601-4609, 4885.

秦婷, 刘怀东, 王锦桥, 等. 基于碳交易的电-热-气综合能源系统低碳经济调度[J]. 电力系统自动化, 2018, 42(14): 8-13, 22.

韩莹, 于三川, 李荦一, 等. 计及阶梯式碳交易的风光氢储微电网低碳经济配置方法[J]. 高电压技术, 2022, 48(7): 2523-2533.

HASHIM F A, HUSSIEN A G.Snake Optimizer: a novel meta-heuristic optimization algorithm[J]. Knowledge-based systems, 2022, 242: 108320.

欧阳婷, 蔡晔, 王炜宇, 等. 计及风电、光伏预测不确定性的抽水蓄能日前全调度优化[J]. 综合智慧能源, 2022, 44(11): 20-27.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

No data

Related Author

安源

嘉程昊

宁旭阳

高嘉伟

宋卓洋

吕游

毛乃新

秦瑞钧

Related Institution

Hebei Key Laboratory of Low-Carbon and High-Efficiency Power Generation Technology, North China Electric Power University

Department of Power Engineering, North China Electric Power University

College of Information and Electrical Engineering, China Agricultural University

Tianjin Key Laboratory of Information Sensing and Intelligent Control, Tianjin University of Technology and Education

School of Automation and Electrical Engineering, Tianjin University of Technology and Education

AI问答

⁰