Intelligent predictive control of coal moisture control system based on OSVR

MENG Yongzheng; LI Xiaobi

doi:10.13272/j.issn.1671-251x.2016.03.013

Volume 42 Issue 3

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MENG Yongzheng, LI Xiaobi. Intelligent predictive control of coal moisture control system based on OSVR[J]. Industry and Mine Automation, 2016, 42(3): 55-59. doi: 10.13272/j.issn.1671-251x.2016.03.013

Citation:

MENG Yongzheng, LI Xiaobi. Intelligent predictive control of coal moisture control system based on OSVR[J]. Industry and Mine Automation, 2016, 42(3): 55-59. doi: 10.13272/j.issn.1671-251x.2016.03.013

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Intelligent predictive control of coal moisture control system based on OSVR

doi: 10.13272/j.issn.1671-251x.2016.03.013

School of Electrical and Electronic Engineering, Shanghai Institute of Technology, Shanghai 200235, China

Publish Date: 2016-03-10

Abstract

Abstract

In view of problem of the long training time and mismatch model of existing coal moisture prediction model, a prediction model of coal moisture control based on OSVR was established, an intelligent predictive control method of coal moisture control system based on OSVR was proposed. The method adopts intelligent optimization algorithm and predictive functional control to realize accurate control of export coal moisture of coal moisture control system. The simulation and experimental results show that the proposed method has better robustness and higher control precision.
- coal moisture control,
- intelligent predicting control,
- on-line support vector regression,
- predictive functional control