A Dispatching Method for Integrated Energy System Based on Dynamic Time-interval of Model Predictive Control

被引:41
|
作者
Dou, Xun [1 ]
Wang, Jun [1 ]
Wang, Zhen [1 ]
Li, Lijuan [1 ]
Bai, Linquan [2 ]
Ren, Shuhui [1 ]
Gao, Min [3 ]
机构
[1] Nanjing Tech Univ, Coll Elect Engn & Control Sci, Nanjing, Peoples R China
[2] Univ N Carolina, Dept Syst Engn & Engn Management, Charlotte, NC 28223 USA
[3] Falcon Comp Solut, 10880 Wilshire Blvd,Suite 1132, Los Angeles, CA 90024 USA
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Dispatching scheme; dynamic time-interval; integrated energy system; model predictive control; DEMAND RESPONSE; POWER-SYSTEM; STORAGE; WIND; MANAGEMENT; HEAT; GAS;
D O I
10.35833/MPCE.2019.000234
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In integrated energy systems (IESs), traditional fixed time-interval dispatching scheme is unable to adapt to the need of dynamic properties of the transient network, demand response characteristics, dispatching time scales in energy subsystems and renewable power uncertainties. This scheme may easily result in uneconomic source-grid-load-storage operations in IES. In this paper, we propose a dispatching method for IES based on dynamic time-interval of model predictive control (MPC). We firstly build models for energy sub-systems and multi-energy loads in the power-gas-heat IES. Then, we develop an innovative optimization method leveraging trajectory deviation control, energy control, and cost control frameworks in MPC to handle the requirements and constraints over the time-interval of dispatching. Finally, a dynamic programming algorithm is introduced to efficiently solve the proposed method. Experiments and simulation results prove the effectiveness of the method.
引用
收藏
页码:841 / 852
页数:12
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