电气传动2018，Vol.48Issue(6)：36-40,5.DOI:10.19457/j.1001-2095.dqcd17941
基于神经网络的变功率逆变器效率研究
Research on Variable Power Inverter Efficiency Based on Neural Network
唐俊珂 1专祥涛1
作者信息
- 1. 武汉大学动力与机械学院,湖北 武汉 430072
- 折叠
摘要
Abstract
In order to solve the problem of the modeling complexity and portability ,an efficiency optimization method was presented based on neural network. The efficiency of the variable power inverter was firstly analyzed ,then, the influence factor of its efficiency was obtained,the hardware platform of the variable power inverter was built to collect sample data. Then the efficiency model of the variable power inverter was established by using the neural network to calculate the optimal carrier frequency for the variable power inverter. Experimental results demonstrate that the neural network can effectively build the efficiency model,which can calculate the optimal carrier frequency to improve the efficiency of the variable power inverter.关键词
变功率逆变器/效率模型/神经网络/最优载波频率Key words
variable power inverter/efficiency model/neural network/optimal carrier frequency分类
信息技术与安全科学引用本文复制引用
唐俊珂,专祥涛..基于神经网络的变功率逆变器效率研究[J].电气传动,2018,48(6):36-40,5.
