Paper Title:
Simultaneous Determination of p-Nitrochlorobenzene and o-Nitrophenol in Mixture by Single-Sweep Oscillopolarography Based on Cascade Neural Network
  Abstract

By combining the improved wavelet neural network and BP neural network, a new structure based on mixed cascade neural network was established. The novel cascade neural network has been used to the oscillopolargriphic signals analysis. By the figure fitting and parameters extracting, we realized the prediction of the simulation samples.The training speed and the predication accuracy can be enhanced by optimizing the network structure and parameters. The result of concentration prediction is satisfied . The method has been applied to the simultaneous determination of p- Nitrochlorobenzene (p-NCB) and o-Nitrophenol (o-NP) in simulation samples with satisfactory results. The Relative error and Recovery of p-NCB、o-NP were 3.76%、96.2%; 4.05%、96.0%, respectively. This novel cascade neural network combines the advantage of wavelet neural networks and BP neural networks, and performs its own functions respectively. It has shown a unique advantage in the overlap peak analyze.

  Info
Periodical
Advanced Materials Research (Volumes 217-218)
Edited by
Zhou Mark
Pages
1469-1474
DOI
10.4028/www.scientific.net/AMR.217-218.1469
Citation
S. Duan, S. Xu, X. M. Xu, X. Zhang, C. L. Zhou, "Simultaneous Determination of p-Nitrochlorobenzene and o-Nitrophenol in Mixture by Single-Sweep Oscillopolarography Based on Cascade Neural Network", Advanced Materials Research, Vols. 217-218, pp. 1469-1474, 2011
Online since
March 2011
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: Chuan Yin Tang, Guang Yao Zhao, Yi Min Zhang, Xiao Yu E
Abstract:A six degrees of freedom half body vehicle suspension system is presented in the paper .The Back Propagation neural network algorithm and the...
149
Authors: Hui Zhen Yang, Wen Guang Zhao, Wei Chen, Xu Quan Chen
Chapter 8: System Modeling and Simulation
Abstract:Wavelet Neural Network (WNN) is a new form of neural network combined with the wavelet theory and artificial neural network. The wavelet...
4847
Authors: Yu Min Pan, Xiao Yu Zhang, Peng Qian Xue
Chapter 5: Computer-Aided Design in Materials Engineering
Abstract:A new method of rolling prediction for gas emission based on wavelet neural network is proposed in this paper. In the method, part of the...
1500
Authors: Ying Jia, Hu Xu, Cheng Feng, Xing Yun Wang
Chapter 15: Equipment Design, Manufacturing, Automation and Control
Abstract:It presents a method to predict and optimize the electroless plating process, and to compare the predictive ability of the network to the...
1978
Authors: Feng Wang, Zhi Zhong Tan, De You Liu, Xiang Dong Qian
Chapter 4: Pharmaceutical, Chemical and Energy Engineering
Abstract:This paper analyzes the importance of the wind farm wind speed prediction, as well as the different forecasting methods in various fields....
741