A Study of Energy-Saving Control of Oil Pump Based on Fuzzy Neural Network Prediction

DING Bao; QI Wei-gui; ZHU Xue-li

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A Study of Energy-Saving Control of Oil Pump Based on Fuzzy Neural Network Prediction

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- A Study of Energy-Saving Control of Oil Pump Based on Fuzzy Neural Network Prediction
- Acta Electronica Sinica Vol. 32, Issue 10, Pages: 1742-1745(2004)
- 作者机构：
  
  哈尔滨工业大学电气工程及自动化学院,黑龙江,哈尔滨,150001
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP273.4TE933.1
- Published：2004
- 稿件说明：
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DING Bao, QI Wei-gui, ZHU Xue-li. A Study of Energy-Saving Control of Oil Pump Based on Fuzzy Neural Network Prediction[J]. Acta Electronica Sinica, 2004, 32(10): 1742-1745.
DOI：

DING Bao, QI Wei-gui, ZHU Xue-li. A Study of Energy-Saving Control of Oil Pump Based on Fuzzy Neural Network Prediction[J]. Acta Electronica Sinica, 2004, 32(10): 1742-1745. DOI：

摘要

基于油田多数抽油机轻载运行的现状

提出抽油机"间歇启停"运行的节能控制方案

考虑采油为一复杂过程

选择模糊神经网络(FNN)预报方法给予实现.为了实现这一方案

首先介绍了T-S模糊神经网络的结构

结合抽油过程的特点和研究的需要

对其进行了简化和改进;然后运用采油现场的样本信息和专家知识对FNN进行训练;最后给出了实用的抽油机节能FNN预报算法

将该算法应用在智能抽油机控制器中

取得了满意的节能效果.

Abstract

This paper proposes energy-saving control plan of "intermittent start-stop" operation for oil pump based on light load operation of most oil pumps in oil field.Fuzzy neural network (FNN) prediction method is used as oil-extracting is a complicated process.First

the paper introduces the structure of T-S fuzzy neural network

the structure is simplified and modified combined with the feature of oil-extracting process and requirements for study.Second

the fuzzy neural network is trained by sampling information and expert knowledges.Finally

a practical energy-saving FNN prediction algorithm for oil pump is given.The algorithm is used in controller of intelligent oil pump and energy-saving effects are achieved.

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