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- W2947702907 abstract "Load frequency control is one of the important issues in security of power systems. By increasing penetration of distributed generation such as wind turbines in power systems, study of load frequency control in the presence of these sources are necessary. Distributed controllers have high reliability because of the control of each bus only needs information of that bus and its neighbors. These controllers are also robust as their overal stability performance of the is preserved even with limited measurments. Thus, in some large scale and complicated systems such as power systems, using distributed controllers is an appropriate solution. The aim of this thesis is design of optimal distributed multi-agent controller for frequency control of a power system with variabale speed wind turbines. In the distributed controller, each controller is considered as an agent that takes feedbak from its bus and neigbouring buses. In this controller as well as load frequency control, optimal power flow is considered to minimize generation costs. The system is modeled using swing equation of synchronous machines where synchronous generators are power production units and synchronous motors are loads. Power generated by wind turbines are also modeled by swing equations. Because of nonlinearity of wind turbine swing equation, feedback linearization is used for linearizng wind turbine equation. Then optimal distributed multi-agent controller parameters are optimized using GWO algorithm. Performance of optimal distributed multi-agent controller is compared with performance of optimal decentralized controller. Simulation results in SIMULINK show that although there is no global information of system in the optimal distributed controller it suitability reduces the frequency deviation and power generation cost." @default.
- W2947702907 created "2019-06-07" @default.
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- W2947702907 date "2016-01-01" @default.
- W2947702907 modified "2023-09-24" @default.
- W2947702907 title "Design of Optimal Distributed Multi-Agent Load Frequency Controller for a Power Systems Containing Variable-Speed Wind Turbines" @default.
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