Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Instrument Standardization & Metrology》 2007-01
Add to Favorite Get Latest Update

BP Neural Network Temperature Nonlinear Errors Correction of Pressure Sensor Based on LabView

Zhu Binfeng Xu Guiyun Li Junmin Qi Juanyan (College of Electromechanical Engineering, China University of mining and Technology, Xuzhou 221008)  
The input and output of pressure sensors are almost nonlinear, and they are always influenced by environment. The LabVIEW software and DAQ (data acquisition) of multi-parameters, nonlinear errors correction of pressure sensor based on BP neural network, which includes its model, algorithm and realized techniques, was presented. The general principles of temperature nonlinear correction of virtual instrument system were discussed, too. The results of computer simulations illustrated that the performance of sensors is improved highly. And the construction of the neural network is simple and the precision is good, it has the value to be applied.
【CateGory Index】: TH703
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 1 Hits
1 FAN Xiao-yu,WANG Yu-bao,LU Guo-wei,ZHANG Lin-lin(College of Information Science and Engineering YanShan University,Qinhuangdao Hebei 066004,China);Temperature Compensation System of Pressure Sensor Based on Genetic and Simulated Annealing Algorithm[J];Chinese Journal of Sensors and Actuators;2008-09
Chinese Journal Full-text Database 2 Hits
1 ZHANG Yonghuai, LIU Junhua (Xi′an Jiaotong University, Xi′an 710049, P.R.China);Improvement of Sensor′s Performance by Using BP Neutral Network and It′s New Algorithms[J];Journal of Transcluction Technology;2002-03
2 Tan Chao, Li Jiangyuan(Dept.of Chemistry, Sichuan Teachers College, Nanchong,637002, P.R.china);Neural Network Approach to Nonlinear Calibration for Virtual Instrument System[J];Modern Scientific Instruments;2002-06
Chinese Journal Full-text Database 2 Hits
1 BAO Zhen, LIU Chang-Hang , WANG Zhi-yuan ( Department of Automation Control,North China Electric Power University,Baoding 071003,China);The application of genetic algorithm and simulated annealing in identifyin g model[J];Electronics Instrumentation Customer;2005-03
2 LIU Huai-chun1 , LIU Huai-liang2 , LI Xiu-huan3 , LI Zhen-kun2 , CHEN Zuo-xia2(1. SinoBest Information Technology Ltd., Guangzhou 510665 China;2. Faculty of Computer, Guangdong University of Technology, Guangzhou 510090 China;3. Guangdong Police Office, Guangzhou 510050 China);Research on Improved Mixed Genetic-SimulatedAnnealin Algorithms and Their Applicationin Combinatorial Optimization[J];Modern Computer;2004-01
【Secondary References】
Chinese Journal Full-text Database 2 Hits
1 LI Ming,SHI Weiren(College of Automation,Chongqing University,Chongqing 400030,China);Optimal Sensor Deployment Scheme Based on Simulated Annealing Approach in Heterogeneous Wireless Sensor Networks[J];Chinese Journal of Sensors and Actuators;2010-06
2 CHEN Hongsheng1,2* 1.Institute of Chemical Machinery,Zhejiang University,Hangzhou 310027,China;2.Research Institute of Hangzhou Wahaha Group Co.,Ltd.,Hangzhou 310018,China;A Novel Pressure Sensor Based on Subwavelength Resonator[J];Chinese Journal of Sensors and Actuators;2010-10
【Secondary Citations】
Chinese Journal Full-text Database 6 Hits
1 Wang Xiaotong Shi Wei (Xi′an Jiaotong University, 710049, Xi′an);BP Algorithm for Fitting the Excitation Characteristic Curve[J];JOURNAL OF XI'AN JIAOTONG UNIVERSITY;1998-08
2 Chang Bingguo Zhang Shengliang Liu Junhua(Xi′an Jiaotong University, 710049, Xi′an);Data Fusion Processing Applied to Enhance Reliability of Sensors[J];JOURNAL OF XI'AN JIAOTONG UNIVERSITY;1998-12
3 Li Qingxia;The Survey of Virtual Instrumentation[J];MODERN SCIENTIFIC INSTRUMENTS;1999-04
4 Zhou Lei, Yang Weihan(An Hui University of Technology, Maanshan 243002,P.R.China);New Virtual Instrument Technology and Its Application in Industry[J];Modern Scientific Instruments;2002-01
5 Si Duanfeng Chang Bingguo Liu Junhua Xi′an Jiaotong University,Xi′an 710049;The Research on the New Compensation Method of Sensor's Performance based on BP Artificial Neural Networks[J];INSTRUMENT TECHNIQUE AND SENSOR;2000-01
6 Tian Sheping;The Study on the Non-Linear Calibration System Based on Nervous Network[J];Process Automation Instrumentation;1997-07
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved