基于神经模糊系统的电动泵自动化机架运行研究  

Research on the Operation of Electric Pump Automation Frame Based on Neuro-fuzzy System

作　　者：邢峥嵘 XING Zhengrong(Baotou Iron and Steel(Group)Co.,Ltd.,Baotou 014010,Inner Mongolia,China)

机构地区：[1]包头钢铁(集团)有限责任公司,内蒙古自治区包头市014010

出　　处：《电气传动自动化》2024年第3期25-28,61,共5页Electric Drive Automation

摘　　要：本文的目的是建立电动泵自动化支架的运行优化模型,并研究其在标称运行模式下的特性。为了研究涡流电动泵自动化理论的主要概念以及线性和非线性对象的控制原理,建立了涡流电动泵的支架结构。根据实验数据,建立了涡流电动泵运行特性的数学模型,基于水泵特性神经模糊系统模型的最优控制极限,提出了一种新的模糊系统模型。结果表明,对于最优模态的发现,依赖于模型识别的智能方法。The aim of this paper is to establish the operation optimization mode of the automatic support of electric pump,and to study its characteristics under the nominal operation mode.In order to study the main concepts of eddy current electric pump automation theory and the control principle of linear and non-linear objects,the bracket structure of eddy current electric pump was established.Based on the experimental data,the mathematical model of the operation characteristics of the eddy current electric pump is established,and the optimal control authority of the neuro-fuzzy system based on the pump characteristics is obtained.A new fuzzy system model is proposed.The results show that the discovery of optimal modes depends on the intelligent method of model recognition.

关 键 词：神经模糊系统 电动泵 自动化机架 控制方法 

分 类 号：TM615.2[电气工程—电力系统及自动化] TP13[自动化与计算机技术—控制理论与控制工程]