WANG YUFEI, SUN LU, LIU HAO, et al. Dynamic Reactive Power Hybrid Compensation Method of Power Supply System of Arc Furnace Based on Neutral Network Prediction. [J]. Power capacitor & reactive power compensation, 2017, 38(5): 66-71.
WANG YUFEI, SUN LU, LIU HAO, et al. Dynamic Reactive Power Hybrid Compensation Method of Power Supply System of Arc Furnace Based on Neutral Network Prediction. [J]. Power capacitor & reactive power compensation, 2017, 38(5): 66-71. DOI: 10.14044/j.1674-1757.pcrpc.2017.05.013.
Dynamic Reactive Power Hybrid Compensation Method of Power Supply System of Arc Furnace Based on Neutral Network Prediction
For improving both accuracy and real-time of reactive power compensation of power system ofelectric arc furnace
the dynamic reactive power compensation method for the power supply system ofelectric arc furnace is studied deeply.A prediction method of RBF neutral network
which is optimized bythe PSO-GA
is proposed
the problem which is difficult to define by the parameters of RBF neutral networkprediction algorithm is solved with combination of the advantages of the PSO and GA algorithm and self-adaptive adjustment prediction parameters.The topological structure of dynamic reactive power of SVC andSVG hybrid compensation arc furnace is to predict the three-phase imbalance equivalent electricalsusceptance of SVC and perform dynamic dead beat reactive power compensation
and the cooperativecontrol method of SVC and SVG is designed.Both the feasibility and superiority of the hybrid reactive powercompensation method which is predicted on the basis of neutral network is verified by the simulation result.The simulation results verify the feasibility and superiority of the hybrid reactive power compensationmethod based on neural network prediction.
关键词
电弧炉电压波动神经网络粒子群算法遗传算法混合无功补偿
Keywords
electric arc furnacevoltage fluctuationneutral networkPSO algorithmGA algorithmhybrid reactive power compensation