Distributed, Neurodynamic-Based Approach for Economic Dispatch in an Integrated Energy System

被引:70
|
作者
Yi, Zhongkai [1 ]
Xu, Yinliang [1 ]
Hu, Jiefeng [2 ]
Chow, Mo-Yuen [3 ]
Sun, Hongbin [4 ,5 ]
机构
[1] Tsinghua Univ, Tsinghua Berkeley Shenzhen Inst, Shenzhen Environm Sci & New Energy Technol Engn L, Shenzhen 518055, Peoples R China
[2] Hong Kong Polytech Univ, Dept Elect Engn, Hong Kong, Peoples R China
[3] North Carolina State Univ, Dept Elect & Comp Engn, Raleigh, NC 27606 USA
[4] Tsinghua Univ, Tsinghua Berkeley Shenzhen Inst, Beijing 100084, Peoples R China
[5] Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Cogeneration; Resistance heating; Pipelines; Economics; Power systems; Optimization; Water heating; Combined heat and power (CHP) unit; distributed optimization; economic dispatch; integrated energy system (IES); neurodynamic-based approach; COMBINED HEAT; POWER-FLOW; LINEAR-APPROXIMATION; REACTIVE POWER; ELECTRICITY; ALGORITHM; CONSENSUS; NETWORK;
D O I
10.1109/TII.2019.2905156
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In an integrated energy system, the growing number of distributed heat and electric power generation units will bring new technical challenges to the existing centralized economic dispatch strategies. This paper proposes a distributed optimization approach for the economic system operation in a multienergy system by considering various equality and inequality constraints to accommodate the integration of intermittent renewable generations. The proposed distributed neurodynamic-based approach only requires the information exchange among neighboring units and offers flexibility, adaptivity, scalability, faster convergence, and lower communication burden compared with some traditional centralized methods. The simulation results of two integrated energy systems validate the effectiveness of the proposed distributed approach. Comparisons with other centralized and distributed optimization methods quantify the advantages of the proposed distributed approach in terms of convergence speed and computation complexity.
引用
收藏
页码:2245 / 2257
页数:13
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