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Recently the conjugate residual squared (CRS) method has been proposed as an attractive variant of the bi-conjugate residual method. However, in many situations, the CRS algorithm exhibits an irregular convergence behavior. To overcome the disadvantage, we apply a smoothing technique to the CRS algorithm and derived the smoothed CRS algorithm. Numerical experiments indicate that the new method give...
Power system installed with SSSC is a large-scale nonlinear, indeterminist, multivariable system, and the traditional PI controller has a limited application in some cases because of its non-adaptive parameters. This paper presents the design of a neuron-controller for a SSSC that augments the conventional PI controller. The neuron controller uses adaptive critic design (ACD) with emphasis on dual...
A self-learning fuzzy system design and modeling approach based on TSK fuzzy model is proposed in this paper. On the basis of the input-output training data, the nonlinear (membership function) and linear (weighting coefficient) parameters in the IF and THEN part of fuzzy rules were separately optimized by supervised Gaussian learning and steady-state Kalman filter, respectively. Finally, the proposed...
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