Model predictive control and optimization of networked microgrids

被引:36
作者
Kamal, Faria [1 ]
Chowdhury, Badrul [2 ]
机构
[1] Univ N Carolina, Dept Elect & Comp Engn, 9201 Univ City Blvd, Charlotte, NC 28223 USA
[2] Univ N Carolina, Energy Prod & Infrastruct Ctr, 9201 Univ City Blvd, Charlotte, NC 28223 USA
关键词
Model predictive control; MG cluster; Networked; Centralized; Decentralized; Distributed; Hierarchical; Optimization; MULTIPLE MICROGRIDS; ENERGY MANAGEMENT; POWER-CONTROL; GENERATION; COORDINATION; OPERATION; VOLTAGE; WIND; AC; FUNCTIONALITIES;
D O I
10.1016/j.ijepes.2021.107804
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The power coordination of a group of electrically interconnected microgrids (MGs) demands a more efficient power optimization due to its complexity compared to individual MGs. Moreover, MGs are equipped with variable loads and renewable energy resources which are stochastic in nature. As a result, their interaction with the network, as well as power management are more complicated, and their voltage/frequency stability is a challenge. Recently, predictive control has presented huge potentials in MG applications due to its fast transient response and ability to account for multiple constraints. This paper presents an all-inclusive review of model predictive control (MPC) in networked MGs. The state-of-the-art application of three types of MPC (centralized, decentralized, and distributed) in the grid-level control of the networked MGs is highlighted in this paper. Starting from regulating voltage and controlling frequency, to power flow management and economic optimization, the MPC has surfaced as a promising alternative to traditional methods.
引用
收藏
页数:12
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