Hybrid renewable energy systems for power flow management in smart grid using an efficient hybrid technique

被引:21
|
作者
Sureshkumar, Kumaravel [1 ]
Ponnusamy, Vijayakumar [2 ]
机构
[1] Velammal Engn Coll, Dept EEE, Chennai 600066, Tamil Nadu, India
[2] Karpagam Coll Engn, Coimbatore, Tamil Nadu, India
关键词
Hybrid renewable energy systems (HRESs); power flow management (PFM); smart grid; power controller; energy storage devices; LOAD FREQUENCY CONTROL; HIERARCHICAL CONTROL; ALGORITHM; GENERATION; OPERATION; STORAGE; OPTIMIZATION; CONTROLLER; MICROGRIDS; TRACKING;
D O I
10.1177/0142331220904818
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Efficient approach for power flow management of hybrid renewable energy system connected smart grid system is proposed in this paper. Here, the proposed approach is the combination of both the modified elephant herding optimization algorithm with tabu search algorithm named as MEHOTSA. In the proposed technique, the modified elephant herding optimization algorithm plays out the assessment procedure to establish the exact control signals for the system and builds up the control signals database for the offline way in light of the power variety between source side and the load side. The multi-objective function is shaped by the grid required active power and reactive power varieties generated based on the accessible source power. The accomplished dataset is used to work the Tabu search algorithm on the online way and it leads the control procedure in less execution time. The proposed technique-based control model enhances the control parameters of the power controller in light of the power flow varieties. By utilizing the proposed methodology, the power flow management of the smart grid system is controlled dependent on the source side and load side parameters varieties. Additionally, the proposed methodology is in charge of controlling the energy sources so as to produce the power demanded by the grid, utilizing optimally both renewable energy sources and energy storage devices. Finally, the proposed model be actualized in MATLAB/Simulink platform and the performance are compared with other techniques.
引用
收藏
页码:2068 / 2087
页数:20
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