首页 | 本学科首页   官方微博 | 高级检索  
     


Soft-Sensor of Ozone Concentration in Ozone Generation System
Authors:Haichuan Zhang  Dongwei Xu  Ninghui Wang
Affiliation:Department of Electrical and Electronics Engineering , Dalian University of Technology , Dalian City, P.R. China
Abstract:
The soft-sensor of ozone concentration is introduced. Six secondary variables are chosen in the soft-sensor model. The model is built based on the radial basis function neural network and its parameters are confirmed by the Gradient-descent algorithm. The model is implemented on the basis of the monitoring system that is necessary for ozone generation; thus, it requires no additional hardware cost. The response time of the model is less than 0.6 seconds. The experimental results indicate that the relative errors of the soft-sensor are less than 5%.
Keywords:Ozone  Ozone Concentration  Soft-Sensor Model  Radial Basis Function Neural Network  Gradient-Descent Algorithm
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号