BP Network Algorithm with Self-adaptive Learning Rate and Its Use in the Fuzzy Diagnosis of Turbogenerator Failures

  • 自适应学习率的BP网络算法及其在汽轮发电机组故障模糊诊断中的应用
  • 来源:互联网摘选更新时间:2026-07-01 16:02:00

  • 重点词汇
  • networkn.网络;网状物;网状系统;广播网;
  • inprep. 在里面;在(某范围或空间内的)某一点;在(某物的形体或范围)中;在…内;在…中;进入
  • itspron. (it的所有格形式)它的;厥;
  • ofprep. 关于;属于…的;由…制成;
  • learningn.学习,学识;
  • algorithmn.运算法则;演算法;计算程序;
  • theart.这个;指已提到或易领会到的人或事物;指独一无二的、正常的或不言而喻的人或事物;用以泛指;与形容词连用,指事物或统称的人;用于姓氏的复数形式前,指家庭或夫妇;(指特定用途的事物)足够,恰好;每,一;当前的,本,此;(重读,表示所指的为知名或重要的人或事物)
  • turbogeneratorn.涡轮式发电机;
  • 相关例句
1、

BP Neural Network with Adaptive Learning Rate

BP网络自适应学习率研究

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2、

A Self-adaptive Learning Algorithm for BP Network

BP网络的快速自适应学习算法

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3、

The system adopts back-propagation learning algorithm with momentum.

神经网络采用带有动量项和自适应学习率的反向传播算法(BP)进行训练。

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4、

Research of improved BP algorithm based on self-adaptive learning rate

基于自适应学习速率的改进型BP算法研究

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5、

Momentum-Adaptive-Learning-Rate BP Algorithm Compared With the Standard BP Algorithm and Its Application

神经网络动量-自适应学习率BP算法与BP算法的性能比较及其应用

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6、

Design of Adaptive Learning Rate for BP Algorithm

BP自适应学习率设计

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7、

Adaptive learning BP algorithm and Weight Decay Method are applied to training network.

采用带动量因子的自适应学习率BP算法训练网络,收敛性好。采用weight Decay method训练网络,起到修剪网络结构的作用,促使权向小的方向变化。

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8、

As the education which spreads and develops human beings' civilization, what's the present situation of the robot education in China?

作为传承和发展文明的教育,我国机器人教育现状怎样?

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9、

The emergence and rapid development of IoTs has provided powerful technical and environmental support for robotics education and research of educational robots. The educational robot based on IoTs arises under the corresponding background.

物联网的出现和快速发展为机器人教育和教育机器人研究提供了强有力的技术支持和环境支持,物联网教育机器人在这样的背景下应运而生。

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10、

Products were well received from all the students since they were pitched in the courses of communication education and the Intelligent Robot contest.

且产品技术成熟,成本低廉,具有较大的实际操作意义。并且已投入信息教育课程和机器人比赛当中,受到学生们的一致好评。

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11、

If a robot is applied in teaching process, its function of operation and demonstration is brought into fully play.

在机器人辅助教育中将智能机器人应用于教学过程,充分利用智能机器人的实际操作和演示功能,并及时发现和纠正学生的操作错误,从而非常有利于培养学生的实践动手能力。

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12、

This paper presents the basic features of the Tcl/ Tk programming language. The system architecture is proposed and software platform for programming in the upper computer is developed using Tcl/ Tk for educational robots.

针对微型教育机器人的开发过程,详细分析了开放式Tcl/Tk软件特点,构建了教育机器人的系统结构,开发了基于Tcl/Tk的教育机器人系统软件平台。

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13、

Educational robot is a universal intelligent platform for education, which integrates modern industrial design, machinery, electronics, computer hardware and software, artificial intelligence, and many other fields of advanced technology.

教育机器人是一个通用的智能化教育平台,融合了现代工业设计、机械、电子、计算机软硬件、人工智能等诸多领域的先进技术。

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14、

This paper analyses the structures and the characters of educational robot, gives the developments and the study situation of it home and abroad, mainly about the proprieties of the educational robot platform.

本文分析了教育机器人的结构组成及特点,介绍了国内外教育机器人的发展与研制情况,主要是几种教育机器人平台的特点。

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15、

Educational robot is auxiliary teaching equipment, which designs the intelligent robot into a general educational platform for the purpose of related disciplines teaching or the participations in each kind of scientific innovation competitions.

教育机器人是一种辅助教学设备,它是将智能机器人设计成一个通用的教育平台,用于相关学科教学或参加各类科技创新比赛活动。

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16、

Requirement analysis of experiment system for educational robot is processed based on the research of deficiencies of present experiment system and status of control theory-related experiments in China. 2.

本文的主要内容包括:1.针对我国控制学科教学实验的现状及存在的问题,结合现有实验系统的不足,对教育机器人实验系统进行需求分析。

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17、

Thus the development of software system for educational robot, which is education-theory embedded, feature-rich and efficient, deserves the top priority in the implementing of educational robot platform.

因此,开发融合先进教学理念、功能丰富、高效的教育机器人软件系统是实现教育机器人平台的重中之重。

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18、

Educational robot is ideal experimental platform for control theory and engineering, which integrates the mechanics, electronics, computer science, artificial intelligence and some other advanced techniques.

教育机器人融合了机械、电子、计算机技术、人工智能等诸多先进技术,是理想的控制学科教学实验平台。

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19、

Software system plays an important role in educational robot platform and its functions cover editing environment for algorithms, simulation environment, robot controlling, and so on.

软件系统是教育机器人平台的重要组成部分,提供的功能包括:算法编辑环境、可视化仿真环境、机器人控制等。

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20、

And the results of all the experiments conclude that the experiment system designed and developed meets the requirement of control theory-related experiments on the educational robot platform.

实验结果证明,本文所设计和开发的实验系统满足控制学科基于教育机器人平台的实验需要。

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