Multi-agent Control Strategy for Microgrids using Petri Nets

被引:0
|
作者
Chamorro, Harold R. [1 ]
Pazmino, Camilo [2 ]
Paez, David [2 ]
Jimenez, Fernando [2 ]
Guerrero, Josep M. [3 ]
Sood, Vijay K. [4 ]
Martinez, Wilmar [5 ]
机构
[1] Katholieke Univ Leuven, KU Leuven, Leuven, Belgium
[2] Univ Los Andes, Bogota, Colombia
[3] Aalborg Univ, Aalborg, Denmark
[4] Univ Ontario Inst Technol, Dept Elect & Comp Engn, Oshawa, ON, Canada
[5] Katholieke Univ Leuven, Dept Elect Engn ESAT, Diepenbeek, Belgium
关键词
Multi-agent Systems; Distributed Generation; Smart Microgrids; Petri-Nets; Intelligent Distributed Control; COORDINATED CONTROL; SYSTEM;
D O I
10.1109/isie45063.2020.9152455
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Smart Microgrids require innovative methods to provide decentralized multi-layer autonomous control in order to activate their elements to operate efficiently. This paper presents a coordinated control scheme based on multi-agent systems to improve the operation of a microgrid (MG) through Petri Nets (PNs). Two control layers are proposed: in the lower control layer, the switching of loads, storage devices, and distributed generation devices (DGs) are implemented; while in the upper layer, the coordinating agents consider the demand response and price dynamics in order to optimize the operation of the system. The MG includes photo-voltaic (PV) generation, wind power, and a battery storage system. Furthermore, the studied system has two MGs, connected through a DC bus linked to the grid. The coordinating system considers the operation of DGs, the charge and discharge of storage devices, the critical loads, under optimization criteria using energy prices. Switching controls for DG devices and loads are handled as discrete events and will be modeled using PNs.
引用
收藏
页码:1141 / 1146
页数:6
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