Paper Title:
Application on Automatic Chemical Detection Technique Based on NN
  Abstract

Take example for the Neural Networks Distinguishing Chemical Agents (NNDCA) model, the study and application about the multi-sensors information fusion (MSIF) technology is researched, the model of Naval Ships Chemical Detection (NSCD) system based on multi-sensors fusion is built, the basic method of the NNDCA is analyzed, and the realization idea of the NNDCA model is put forward. For fastness and accuracy and automation, connecting the wavelet analysis with the neural networks organically, the model of the NNDCA by the returning neural networks with deviation unit and the method of the feature extraction for the chemical agents based on the wavelet analysis are established. After analyzing and discussing the results a conclusion is drawn that it is a kind of valid method to realize the automation and intelligence of distinguishing chemical agents using the neural networks combined with the multi-sensors.

  Info
Periodical
Advanced Materials Research (Volumes 108-111)
Edited by
Yanwen Wu
Pages
1515-1520
DOI
10.4028/www.scientific.net/AMR.108-111.1515
Citation
M. H. Zhang, H. C. Wang, S. J. Lv, D. H. Wang, J. Song, "Application on Automatic Chemical Detection Technique Based on NN ", Advanced Materials Research, Vols. 108-111, pp. 1515-1520, 2010
Online since
May 2010
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Jung Ryul Lee, Chang Yong Yoon, Dipesh Dhital, Dong Jin Yoon
Abstract:The leakage of toxic or flammable chemical substances that might affect or endanger public safety has always attracted the attention of the...
855
Authors: Xiao Ge Li, Xing Bin Ma, Shu Yan Gong
Abstract:Based on the view of technical economics, improve on the agricultural value-added model through the introduction of new variables; format the...
222
Authors: Bin Yu, Yong Xing Jin, Bin Zheng, Xiao Dong Zhang
Abstract:Based on detailed analysis of the risk of bulk chemical tanker transportation, a societal risk acceptance criterion is established. The...
937
Authors: Wei Zhong, Zhou Tian
Abstract:In this paper, a summary of Genetic Algorithm methods developed recent years applied in chemical reaction kinetics was presented. The...
71
Authors: Zhan Zhang, Qi Lu, Yi Gang
Chapter 15: Economics, Marketing and Engineering Management
Abstract:As a great heavy industry province, Liaoning manufacturing industry plays a pivotal role in terms of the Social Economic Development. During...
2242