Optimal simultaneous siting and sizing of DGs and capacitors considering reconfiguration in smart automated distribution systems

被引:15
|
作者
Golshannavaz, Sajjad [1 ]
机构
[1] Islamic Azad Univ, Urmia Branch, Dept Elect Engn, Orumiyeh, Iran
关键词
Smart distribution grids; distributed power generation; capacitor banks; optimal siting and sizing; network reconfiguration; DISTRIBUTION FEEDER RECONFIGURATION; POWER LOSS MINIMIZATION; VOLTAGE STABILITY; NETWORK RECONFIGURATION; OPTIMAL PLACEMENT; LOSS REDUCTION; GENERATION; ALLOCATION;
D O I
10.3233/IFS-141138
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This research investigates the simultaneous allocation of optimally sited and sized distributed generation (DG) units along with the capacitor banks for power loss minimization in smart automated distribution systems (ADSs). Moreover, network reconfiguration as one of the salient features of ADSs realized by remotely controlled switches (RCSs) is proposed to be incorporated in the simultaneous optimal siting and sizing process of DGs and capacitors. As the structure of the system would vary in the solution process, all of the buses are considered as the candidate bus to connect DGs and capacitors. Several scenarios have been considered for concurrent allocation of DGs, capacitors and also reconfiguration in loss minimization problem to interrogate the performance of the proposed method. Binary genetic algorithm (BGA) is employed to simultaneously identify the optimal site and size of DGs and capacitors as well as the system structure. The proposed algorithm is effectively implemented and then validated on the well-known IEEE 33-bus standard distribution system. Assessing the different scenarios reveals that incorporating network reconfiguration in combined allocation of DG and capacitor, would result in superior power loss minimization and also affects the optimal site and size of DGs and capacitors.
引用
收藏
页码:1719 / 1729
页数:11
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