The intelligent control for the hydrostatic drive system of secondary regulation using neural networks

Guangqiang Wu; Qinghe Liu; Keding Zhao

doi:10.4271/961838

The intelligent control for the hydrostatic drive system of secondary regulation using neural networks

Guangqiang Wu^*
, Qinghe Liu
, Keding Zhao

^*Corresponding author for this work

School of Automotive Engineering

Harbin Institute of Technology

Research output: Contribution to journal › Conference article › peer-review

Abstract

In this paper, the intelligent control theory and method using neural networks are presented, the multilayer feedforward networks employed, the back propagation learning algorithm proposed. Finally the angular velocity control result of the hydrostatic drive system of secondary regulation with such type of control is provided. Relative studies revealed that the intelligent control for the system using neural networks can be effective.

Original language	English
Journal	SAE Technical Papers
DOIs	https://doi.org/10.4271/961838
State	Published - 1996
Event	International Off-Highway and Powerplant Congress and Exposition - Indianapolis, IN, United States Duration: 26 Aug 1996 → 28 Aug 1996

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@article{c6092b05231f438d89ac3e1dd50337d2,

title = "The intelligent control for the hydrostatic drive system of secondary regulation using neural networks",

abstract = "In this paper, the intelligent control theory and method using neural networks are presented, the multilayer feedforward networks employed, the back propagation learning algorithm proposed. Finally the angular velocity control result of the hydrostatic drive system of secondary regulation with such type of control is provided. Relative studies revealed that the intelligent control for the system using neural networks can be effective.",

author = "Guangqiang Wu and Qinghe Liu and Keding Zhao",

year = "1996",

doi = "10.4271/961838",

language = "英语",

journal = "SAE Technical Papers",

issn = "0148-7191",

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note = "International Off-Highway and Powerplant Congress and Exposition ; Conference date: 26-08-1996 Through 28-08-1996",

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T1 - The intelligent control for the hydrostatic drive system of secondary regulation using neural networks

AU - Wu, Guangqiang

AU - Liu, Qinghe

AU - Zhao, Keding

PY - 1996

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N2 - In this paper, the intelligent control theory and method using neural networks are presented, the multilayer feedforward networks employed, the back propagation learning algorithm proposed. Finally the angular velocity control result of the hydrostatic drive system of secondary regulation with such type of control is provided. Relative studies revealed that the intelligent control for the system using neural networks can be effective.

AB - In this paper, the intelligent control theory and method using neural networks are presented, the multilayer feedforward networks employed, the back propagation learning algorithm proposed. Finally the angular velocity control result of the hydrostatic drive system of secondary regulation with such type of control is provided. Relative studies revealed that the intelligent control for the system using neural networks can be effective.

UR - https://www.scopus.com/pages/publications/85072449877

U2 - 10.4271/961838

DO - 10.4271/961838

M3 - 会议文章

AN - SCOPUS:85072449877

SN - 0148-7191

JO - SAE Technical Papers

JF - SAE Technical Papers

T2 - International Off-Highway and Powerplant Congress and Exposition

Y2 - 26 August 1996 through 28 August 1996

ER -

The intelligent control for the hydrostatic drive system of secondary regulation using neural networks

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