25kV柔性悬挂分段绝缘器电场分析及优化研究

为分析和改善分段绝缘器的电磁工作环境,在同相供电运行模式下,针对交流25 kV单相牵引供电系统,利用COMSOL Multiphysics有限元仿真软件对不同供电臂间分段绝缘器在不同工况下的电场进行仿真计算,得到了整体的电场、电势分布以及各关键部位的表面电场强度,并对其在稳态运行工况下的仿真计算结果进行海拔修正,最后对...     

Study of predicting breakdown voltage of stator insulation in generator based on BP neural network

The breakdown voltage plays an important role in evaluating residual life of stator insulation in generator. In this paper, we discussed BP neural network that was used to predict the breakdown voltage of stator insulation in generator of 300 MW/18 kV. At first the neural network has been trained by the samples that include the varieties of dielectric loss factor tan δ, the partial discharge parameters and breakdown voltage. Then we tried to predict the breakdown voltage of samples and stator insulations subjected to multi-stress aging by the trained neural network. We found that it＇s feasible and accurate to predict the voltage. This method can be applied to predict breakdown voltage of other generators which have the same insulation structure and material.