Dynamic Optimal Energy Flow in the Heat and Electricity Integrated Energy System

被引:60
|
作者
Yao, Shuai [1 ]
Gu, Wei [1 ]
Lu, Shuai [1 ]
Zhou, Suyang [1 ]
Wu, Zhi [1 ]
Pan, Guangsheng [1 ]
He, Di [2 ]
机构
[1] Southeast Univ, Sch Elect Engn, Nanjing 210000, Peoples R China
[2] Southeast Univ, Sch Cyber Sci & Engn, Nanjing 210096, Peoples R China
基金
美国国家科学基金会;
关键词
Computational modeling; Resistance heating; Pipelines; Water heating; Optimization; Mathematical model; Multi-energy system; district heating network; dynamic optimal energy flow; optimal difference scheme; MODEL RELAXATIONS; THERMAL INERTIA; DISTRICT; POWER; FLEXIBILITY; NETWORK;
D O I
10.1109/TSTE.2020.2988682
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
To retain intact state information of the district heating network (DHN) as possible in the optimization of heat and electricity integrated energy system (HE-IES), this article combines the transient heat flow and steady-state electric power flow to formulate the dynamic optimal energy flow (OEF) model of HE-IES. For efficient and standardized solution, the finite difference method is applied to convert the partial differential equation constraint (introduced by the temperature dynamics in DHN) into a set of linear equality constraints. The structure of applicable difference schemes for system optimization is analyzed, based on which, a scheme with balanced performances in stability, convergence, simulation accuracy, and computation burden is developed. Moreover, with the proposed multi-objective optimization based method to select proper spatial and temporal calculation step sizes, a compromise between model precision and solution complexity can be reached. Case studies validate the feasibility and benefits of our proposed dynamic OEF computing method, which can further provide support for making optimal planning and operating strategies.
引用
收藏
页码:179 / 190
页数:12
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