منابع مشابه
An Online Q-learning Based Multi-Agent LFC for a Multi-Area Multi-Source Power System Including Distributed Energy Resources
This paper presents an online two-stage Q-learning based multi-agent (MA) controller for load frequency control (LFC) in an interconnected multi-area multi-source power system integrated with distributed energy resources (DERs). The proposed control strategy consists of two stages. The first stage is employed a PID controller which its parameters are designed using sine cosine optimization (SCO...
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In this paper, a reduced-order state observer with a practical point of view for load frequency control (LFC) problem in a deregulated power system is proposed. In the practical environment, there is limited access to all state variables of system and measuring all of them is usually impossible. So when the available sensors are less than the number of states or when it may be undesirable, expe...
متن کاملAn Optimal LFC in Two-Area Power Systems Using a Meta-heuristic Optimization Algorithm
Received Apr 5, 2017 Revised May 20, 2017 Accepted Jun 15, 2017 In this study, an optimal meta-heuristic optimization algorithm for load frequency control (LFC) is utilized in two-area power systems. This metaheuristic algorithm is called harmony search (HS), it is used to tune PI controller parameters (Kp, Ki) automatically. The developed controller (HSPI) with LFC loop is very important to mi...
متن کاملImprovement of Dynamic Performance of LFC of the Two Area Power System: an Analysis using MATLAB
This paper presents the MATLAB simulink dynamic model of the load frequency control (LFC) of a realistic two area power system having diverse sources of power generation. The DC link is used in parallel with AC tie line for the interconnection of power system. The power system simulation is done using MATLAB simulink and control problem is solved using MATLAB programming. An optimal output feed...
متن کاملTakagi-sugeno Fuzzy Parallel Distribution Compensation Based Three-area Lfc Design
In this paper, a robust Takagi-Sugeno Fuzzy Parallel Distribution Compensation (TSFPDC) technique is proposed for the solution of Load Frequency Control (LFC) problem in the interconnected power system. In this strategy, control signal is tuned online from the knowledge base and the fuzzy inference which request fewer sources. In order to minimize the efforts of load disturbances and achieve th...
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ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2012
ISSN: 0975-8887
DOI: 10.5120/4617-6846