Intelligent Reconfiguration for Distributed Power Network with Multivariable Renewable Generation

被引:0
作者
Zhang, Yuqiong [1 ]
Liu, Jiale [2 ]
Zhou, Huizhi [3 ]
Guo, Ke [4 ]
Tang, Fei [2 ]
机构
[1] China Elect Power Res Inst, Beijing, Peoples R China
[2] Wuhan Univ, Sch Elect Engn, Wuhan, Hubei, Peoples R China
[3] China Southern Power Grid, Dept Training Ctr, Guangzhou, Guangdong, Peoples R China
[4] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
来源
2018 ASIAN CONFERENCE ON ENERGY, POWER AND TRANSPORTATION ELECTRIFICATION (ACEPT) | 2018年
基金
中国国家自然科学基金;
关键词
Distributed generation; Wind randomness; Enhanced Fireworks optimization algorithm; Distribution network planning; GENETIC ALGORITHM; SYSTEM RECONFIGURATION; MODEL;
D O I
暂无
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Multiple types of renewable distributed generation (RDG) connecting to the distribution network brings randomness to power system, which have effects on voltage stability and losses of distribution system. However, the traditional distribution planning methods cannot give consideration to both RDG capacity and installation position under various load levels. This paper proposed a fireworks optimization algorithm to obtain optimal reconfiguration of radial distribution systems with the smallest network loss (active power loss) and the maximum voltage support effect simultaneously. This algorithm can reconstruct the network and take the different RDG capacities and installation sites into overall plan. Firstly, the mathematical probability models on wind power and photovoltaic cell are established in order to consider the uncertainty of RDG. Secondly, the network switch combination added with different RDG capacities and locations are regarded as variables introduced into the fireworks algorithm. Under the consideration of various RDG operation scenarios and different load levels, the optimal sizes and positions of RDG in optimal distribution system structure can be searched by the algorithm finally. The simulation results in PE&G 69-bus system indicate the proposed method can satisfy the constraints of stable operation. In comparison of the planning only consider RDG capacities or just RDG positions, its economical superiority is well verified.
引用
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页数:5
相关论文
共 13 条
[11]  
Willis HL, 2000, 2000 IEEE POWER ENGINEERING SOCIETY SUMMER MEETING, CONFERENCE PROCEEDINGS, VOLS 1-4, P1643, DOI 10.1109/PESS.2000.868774
[12]  
Zheng SQ, 2013, 2013 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), P2069
[13]   Distribution System Planning With Incorporating DG Reactive Capability and System Uncertainties [J].
Zou, Kai ;
Agalgaonkar, Ashish Prakash ;
Muttaqi, Kashem M. ;
Perera, Sarath .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2012, 3 (01) :112-123