Robust multi-agent system for efficient online energy management and security enforcement in a grid-connected microgrid with hybrid resources

被引:11
|
作者
Elgamal, Mohamed [1 ,2 ]
Korovkin, Nikolay [1 ]
Elmitwally, Akram [2 ]
Chen, Zhe [3 ]
机构
[1] Peter Great St Petersburg Polytech Univ, Inst Energy & Transport Syst, St Petersburg 195251, Russia
[2] Mansoura Univ, Elect Engn Dept, Mansoura 35516, Egypt
[3] Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, Denmark
关键词
reactive power control; power generation control; energy management systems; power system control; multi-agent systems; wind turbines; power grids; energy storage; distributed power generation; photovoltaic power systems; energy resources; power markets; robust multiagent system; efficient online energy management; security enforcement; grid-connected microgrid; hybrid resources; multiagent control system; wind turbine generators; renewable energy resources; fuel cell units; energy storage system; ESS; optimal active powers; reactive powers; dispatchable energy resources; MACS supervises energy management; main grid; MG collaborates; possible voltage violations; eliminates line congestion; dispatchable DGs; optimal economical operation; MG power system; POWER MANAGEMENT; CONTROL STRATEGY; STORAGE SYSTEMS; OPERATION; FRAMEWORK; OPTIMIZATION;
D O I
10.1049/iet-gtd.2019.1284
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
This study proposes a new multi-agent control system (MACS) for energy management in a microgrid (MG). The latter includes photovoltaic arrays and wind turbine generators as renewable energy resources. It also has microturbines, fuel cell units, and an energy storage system (ESS). The MACS determines the optimal active and reactive powers of the dispatchable energy resources. It also identifies the ESS charging/discharging times. The MACS supervises energy management among local distributed generators (DGs), main grid, and loads to maximise profit while satisfying all operational constraints. The MG collaborates in the electricity market. It purchases/sells active and reactive powers from/to the main grid. Furthermore, MACS dynamically corrects the possible voltage violations and eliminates line congestion using the coordination of reactive power control. Agents at dispatchable DGs and ESS buses tackle the optimal economical operation. Other agents regulate the nodes voltages and remove line congestions. A parallel computing-based full dynamic simulation model of the MACS and the MG power system is implemented. Moreover, the performance comparisons between the proposed MACS and recent approaches are presented to evaluate the performance of MACS.
引用
收藏
页码:1726 / 1738
页数:13
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