强激光与粒子束2013，Vol.25Issue(3)：799-804,6.DOI:10.3788/HPLPB20132503.0799
瞬态抑制二极管电磁脉冲响应建模
Electromagnetic pulse response modeling of transient voltage suppressor
摘要
Abstract
In order to build the electromagnetic pulse response models for surge protectors, a time-domain model based on the NARX neural network is given. The theoretical basis and design steps of modeling with the NARX neural network are presented. The transmission-line pulse system and electrostatic discharge system are built for proving the method. The measurement results obtained in transient voltage suppressor experiment is taken to set up the NARX neural network model. When the input signal is given as a square pulse, machine-model or body-metal-model electrostatic discharge electromagnetic pulse, the established model can forecast performance parameters such as response time, pulse peak and clamping voltage, which verifies the validity of the model.关键词
NARX神经网络/瞬态抑制二极管/电磁脉冲/均方误差Key words
NARX neural network) transient voltage suppressor/ electromagnetic pulse/ mean square error分类
信息技术与安全科学引用本文复制引用
吴启蒙,魏明,张希军,樊高辉..瞬态抑制二极管电磁脉冲响应建模[J].强激光与粒子束,2013,25(3):799-804,6.基金项目
国家自然科学基金项目(51277181,50877079,60971042) （51277181,50877079,60971042）
国防科技重点实验室基金项目(9140C87030211JB34) （9140C87030211JB34）
