首页 | 本学科首页   官方微博 | 高级检索  
     

考虑风光不确定性的综合能源系统区间优化调度
引用本文:李红伟,吴磊,荆浩婕,李婷玉. 考虑风光不确定性的综合能源系统区间优化调度[J]. 科学技术与工程, 2023, 23(12): 5076-5083
作者姓名:李红伟  吴磊  荆浩婕  李婷玉
作者单位:西南石油大学;西南石油大学电气信息学院
基金项目:四川省社会科学“十三五”规划项目(SC20EZD062)
摘    要:针对风力发电、光伏出力的不确定性以及P2G(power to gas)设备对综合能源系统调度的影响,研究以热电联产系统、燃料电池、蓄电池和P2G等设备组成的综合能源系统,主要基于经济成本和环保减排方面建立系统运行总成本最小、满足各设备约束条件、考虑风电和光伏出力的不确定性的综合能源系统区间经济调度模型。利用区间数表示综合能源系统中风电、光伏出力的不确定性,并通过线性化将模型转化为确定性的混合整数线性规划模型,利用Python3.8.2进行建模,并采用Gurobi求解器对其进行求解。最后,通过实例分析了P2G设备对降低系统运行成本的影响,验证了所提模型的有效性。

关 键 词:综合能源系统  区间优化  P2G  经济调度  不确定性
收稿时间:2022-08-24
修稿时间:2023-04-20

LI Hongwei,WU Lei*,JING Haojie,LI Tingyu
Li Hongwei,Wu Lei,Jing Haojie,Li Tingyu. LI Hongwei,WU Lei*,JING Haojie,LI Tingyu[J]. Science Technology and Engineering, 2023, 23(12): 5076-5083
Authors:Li Hongwei  Wu Lei  Jing Haojie  Li Tingyu
Affiliation:Southwest Petroleum University
Abstract:Aiming at the uncertainty of wind power generation and photovoltaic output and the influence of P2G equipment on the dispatching of integrated energy system, the integrated energy system composed of cogeneration system, fuel cell, battery and P2G equipment is studied. Based on the economic cost and environmental protection and emission reduction, the interval economic dispatch model of integrated energy system is established, which minimizes the total operating cost of the system, meets the constraints of each equipment, and considers the uncertainty of wind power and photovoltaic output. The interval number is used to represent the uncertainty of the power output of the integrated energy system, and the model is transformed into a deterministic mixed integer linear programming model by linearization, which is modeled by Python3.8.2 and solved by Gurobi solver. Finally, the effect of P2G equipment on reducing the operating cost of the system is analyzed through an example, and the effectiveness of the proposed model is verified.
Keywords:
点击此处可从《科学技术与工程》浏览原始摘要信息
点击此处可从《科学技术与工程》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号