Simulation Research on Predictive Wavelet Neural Network Intelligent Control System

Authors

Jingwei Liu, 1. Information College, Capital University of Economics and Business, Beijing 100070, China; ;
Zhou Rui, 2. School of Chinese Materia, Beijing University of Chinese Medicine, Beijing 100029, China; ;
Zhao Hui, 3. Research Institute of Information Technology, Tsinghua University, Beijing 100084, China; ;
Minling Zhu, 4. School of Computer Science, Beijing Information Science & Technology University, Beijing 100101, China; ;
Xianghua Meng, 5. School of Applied Science, Beijing Information Science and Technology University, Beijing 100192, China; ;
Yuhao Zhang, 1. Information College, Capital University of Economics and Business, Beijing 100070, China; ;6. Computational Transportation Science Center, Capital University of Economics and Business, Beijing 100070, China;;

Abstract

Abstract: In order to realize control parameters online tuning and optimizing applications in the high risk and high pollution environment, vector time series prediction based intelligent control methods are proposed, which are combined autoregressive moving average vector time series predictive method and wavelet neural network method. Based on theoretical and comparative research: feasibility, stability, better dynamic characteristics, less steady-state error of the proposed methods are verified. A comparative simulation platform for the above intelligent control system is provided. Stability guarantee method of the above new methods is given.

Recommended Citation

Liu, Jingwei; Rui, Zhou; Hui, Zhao; Zhu, Minling; Meng, Xianghua; and Zhang, Yuhao (2019) "Simulation Research on Predictive Wavelet Neural Network Intelligent Control System," Journal of System Simulation: Vol. 30: Iss. 10, Article 22.
DOI: 10.16182/j.issn1004731x.joss.201810022
Available at: https://dc-china-simulation.researchcommons.org/journal/vol30/iss10/22

First Page

3770

Revised Date

2016-07-30

DOI Link

https://doi.org/10.16182/j.issn1004731x.joss.201810022

Last Page

3780

CLC

U621;TP273

Recommended Citation

Liu Jingwei, Zhou Rui, Zhao Hui, Zhu Minling, Meng Xianghua, Zhang Yuhao. Simulation Research on Predictive Wavelet Neural Network Intelligent Control System[J]. Journal of System Simulation, 2018, 30(10): 3770-3780.

DOI

10.16182/j.issn1004731x.joss.201810022