A Variable Speed Control Hydraulic System Based on BP Neural Network PID Controller

Fang Ping Huang; Tian Hao Peng

doi:10.4028/www.scientific.net/AMM.101-102.439

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 101-102A Variable Speed Control Hydraulic System Based on...

A Variable Speed Control Hydraulic System Based on BP Neural Network PID Controller

Abstract:

The variable speed hydraulic systems have many advantages, and research about this field in recent years has developed rapidly. In this paper, a variable speed hydraulic system is studied using BP Neural Network PID controller. The research results show that using BP Neural Network PID controller can achieve good control effect.

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Periodical:

Applied Mechanics and Materials (Volumes 101-102)

Pages:

439-442

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.101-102.439

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Online since:

September 2011

Authors:

Fang Ping Huang, Tian Hao Peng

Keywords:

BP Neural Network PID Controller, Hydraulic System, Variable Speed Control

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References

[1] F. P. Huang: Design and Application Research on Variable Frequency and Close Circuit Hydraulic Power System. (MS., Zhejiang University , China 2005) (in Chinese).

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[2] F. P. Huang, B. Xu: Mechanical & Electrical Engineering Magazine, Vol. 23 (2006) No. 1, pp.23-25. (in Chinese).

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[3] L. J. Kun： Advanced PID Control and MATLAB Simulation (Publishing House of Electronics Industry, China 2003) (in Chinese).

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[4] T.H. Peng, B. Xu, H.Y. Yang: China Mechanical Engineering, Vol. 14 (2003) No. 20, pp.1780-1783. (in Chinese).

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