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The operation flow of particle swarm optimization (PSO) is presented, at the same time the PSO algorithm and GA algorith m are used to find the optimal value of the standard function, simu lation results show that the PSO algorith m has better global search performance and faster search efficiency. The inertia weight decreasing strategy of PSO algorith m is studied, the simulation results show that the concave function decreasing strategy can accelerate the convergence rate of the algorithm. The stability control of the DC-side voltage is very important for the static var generator (SVG) co mpensation, but the disadvantages of the traditional PI control are fixed parameters and poor adaptability of dynamic response, PSO algorith m is introduced to the optimizat ion of PI parameters, so online PSO-PI control and off-line PSO-PI control are obtained, the SVG voltage loop transfer function is used as the controlled object. The simulat ion results show that the PSO-PI control can satisfy the time varying system of the controlled object with strong adaptability.

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Abstract-Transient analysis is carried out for the singlephase grounding fault in small current grounding system, the transient grounding current expression is derived, and the influence factors are analyzed. Introduces a method for non-stationary and non-linear signal analysis method

Transient analysis is carried out for the singlephase grounding fault in small current grounding system, the transient grounding current expression is derived, and the influence factors are analyzed. Introduces a method for nonstationary and non-linear signal analysis method -Hilbert Huang transform (HHT) to analyze the single phase grounding fault in small current grounding system, HHT can be better used to extract the abundant transient time frequency information from the non-stationary and nonlinear fault current signals. The empirical mode decomposition (EMD) process and the normalized Hilbert Huang transform (NHHT) algorithm are presented, NHHT is used to analyze and verify an example of the nonlinear and non-stationary amplitude modulation signals. Build a small current grounding system in the EMTP_ATP environment, by selecting the appropriate time window to extract the transient signals, NHHT is used to analyze the transient current signals, and the Hilbert amplitude spectrum and the Hilbert marginal spectrum of the zero sequence transient current signals are obtained.