Decentralized optimal multi-energy flow of large-scale integrated energy systems in a carbon trading market

被引:63
|
作者
Qu, Kaiping [1 ]
Yu, Tao [1 ]
Huang, Linni [1 ]
Yang, Bo [2 ]
Zhang, Xiaoshun [1 ]
机构
[1] South China Univ Technol, Coll Elect Power, Guangzhou 510640, Guangdong, Peoples R China
[2] Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
基金
中国国家自然科学基金;
关键词
Decentralized optimal multi-energy flow; Integrated energy systems; Carbon trading; Energy hub; POWER POINT TRACKING; UNIT COMMITMENT; WIND TURBINE; DECOMPOSITION; OPTIMIZATION; GAS; OPERATION; MODEL;
D O I
10.1016/j.energy.2018.02.083
中图分类号
O414.1 [热力学];
学科分类号
摘要
This paper proposes a novel decentralized optimal multi-energy flow (OMEF) of large-scale integrated energy systems (IES) in a carbon trading market, to fully exploit economic and environmental advantages of the system considering difficulties of information collection from subareas. The decentralized OMEF is solved by three decentralized optimization algorithms, including auxiliary problem principle (APP), block coordinates down (BCD), and approximate Newton directions (AND). Moreover, a dynamic parameter adjustment is developed for APP and BCD to ensure convergence. So that a cooperative optimization among subareas can be achieved through utilizing only the local information and the boundary information. Finally, case studies of a two -area IES with 8 energy hubs and a three-area IES with 33 energy hubs are carried out to deeply compare the performance of the three decentralized algorithms, together with a thorough analysis about the effect of carbon trading price on the system. (C) 2018 Elsevier Ltd. All rights reserved.
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页码:779 / 791
页数:13
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