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In this paper a metaheuristic optimization technique known as BAT algorithm is used for optimal tuning of controller parameters for obtaining the optimal performance of the load frequency control. This optimization algorithm is inspired by the echolocation behavior of natural bats. To validate the potency of the proposed method, a linear model of two-area thermal power system is examined as a tested...
In power system, load frequency control has been primary issue. Our main objective is to maintain the equilibrium between generated power and load demand without deviation in frequency and tie-line power flow. This paper deals with differential evolution (DE) algorithm based optimizing technique to obtain the optimal value of gains of proportional-integral and proportional-integral-derivative controller...
A control scheme of ANN based proportional-integral-derivative (PID) controller is developed here to maintain the system frequency at nominal value. Due to some complication of modern industrial system, the conventional PID controller is not capable to meet our requirement. Neural networks have great capability in solving complex, nonlinear mathematical problems. This paper introduces the design of...
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