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四层结构的模糊神经网络电梯群控算法研究及程序实现

许英杰 潘廷哲 胡志男 黄景山

计算机与数字工程2017,Vol.45Issue(9):1759-1764,6.
计算机与数字工程2017,Vol.45Issue(9):1759-1764,6.DOI:10.3969/j.issn.1672-9722.2017.09.015

四层结构的模糊神经网络电梯群控算法研究及程序实现

Elevator Group Control Algorithm Research and Control Program Implementation Based on Fuzzy Neural Network with Four-layer Structure

许英杰 1潘廷哲 1胡志男 2黄景山1

作者信息

  • 1. 厦门大学航空航天学院 厦门 361005
  • 2. 厦门大学物理科学与技术学院 厦门 361005
  • 折叠

摘要

Abstract

In order to improve passenger carrying efficiency of the elevator group control system,reduce system energy con?sumption and improve the stability of the operation,a four-layer neural network algorithm based on the algorithm principle of tradi?tional fuzzy neural network is designed. The implementation includes determining four fuzzy neural network structure,defining the fuzzy rules,calculating the membership value,deriving the membership function and presenting the results through Matlab pro?gram. Finally,elevator control program is designed through the structured programming method in PLC and a variable response of the closed-loop programming method is proposed.

关键词

电梯群控/模糊控制/四层神经网络/Matlab建模仿真检验

Key words

elevator group control/fuzzy control/four-layer neural network/Matlab modeling and simulation

分类

信息技术与安全科学

引用本文复制引用

许英杰,潘廷哲,胡志男,黄景山..四层结构的模糊神经网络电梯群控算法研究及程序实现[J].计算机与数字工程,2017,45(9):1759-1764,6.

基金项目

青年科学基金项目"发展适用于肿瘤细胞实时快速拉曼成像的光谱信号处理方法"(编号:21503171)资助. (编号:21503171)

计算机与数字工程

OACSTPCD

1672-9722

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