A Fusion Method of Rough Set and Neural for Network Fault Diagnosis

机译：粗糙集与神经网络融合的故障诊断方法

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

In the paper, a fusion method of rough set and neural network for fault is put forward and used in generator fault diagnosis. At first, rough set theory is utilized to reduce attribute of diagnosis system. Set in accordance with the practical needs, optimized decision attribute set acts as the input of artificial neural network used for fault diagnosis, which has been used for Fengman hydroelectric power station and testified the feasibility of integration of rough set and neural network. Given enough data, this method could be popularized to other generators.

机译：提出了一种粗糙集与神经网络融合的故障诊断方法，并用于发电机故障诊断。首先，利用粗糙集理论来减少诊断系统的属性。根据实际需要进行设置，优化后的决策属性集作为用于故障诊断的人工神经网络的输入，已被用于丰满水电站，证明了粗糙集与神经网络集成的可行性。如果有足够的数据，此方法可以推广到其他生成器。

著录项

来源
《International Symposium on Magnetic Industry(ISMI'04) amp; International Symposium on Physics and IT Industry(ISPITI'04); 20041004-08; Shenyang(CN)》|2004年|P.314-315|共2页
会议地点 Shenyang(CN)
作者
Su Wei-ji; Su Yu; Zhao Hai; Zhang Xiao-dan;
展开▼
作者单位

School of Information Science Engineering, Northeastern University, Shenyang, 110004, P.R.China;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类磁性材料、铁氧体;
关键词

相似文献

外文文献
中文文献
专利

1. Rough Set-Probabilistic Neural Networks Fault Diagnosis Method of Polymerization Kettle Equipment Based on Shuffled Frog Leaping Algorithm [J] . Jiang-Di Song, Jie Gao, Jie-Sheng Wang, Information . 2015,第1期

机译：基于改组蛙跳算法的聚合釜设备粗糙集概率神经网络故障诊断方法
2. Synthesized fault diagnosis method reasoned from rough set-neural network and evidence theory [J] . Guang Yang, Shuofeng Yu Concurrency and computation: practice and experience . 2019,第9期

机译：基于粗糙集神经网络和证据理论的综合故障诊断方法
3. Synthesized fault diagnosis method reasoned from rough set-neural network and evidence theory [J] . Guang Yang, Shuofeng Yu Concurrency and computation: practice and experience . 2019,第9期

机译：粗糙集神经网络和证据理论的合成故障诊断方法推理
4. A Fusion Method of Rough Set and Neural Network for Fault Diagnosis [C] . Su Wei-ji, Su Yu, Xu Ye, International Symposium on Magnetic Industry . 2005

机译：故障诊断粗糙集和神经网络的融合方法
5. Diagnosis and prognosis of electrical and mechanical faults using wireless sensor networks and two-stage neural network classifier. [D] . Ramani, Akarsha. 2008

机译：使用无线传感器网络和两阶段神经网络分类器对机电故障进行诊断和预后。
6. Bearing Fault Diagnosis with a Feature Fusion Method Based on an Ensemble Convolutional Neural Network and Deep Neural Network [O] . Hongmei Li, Jinying Huang, Shuwei Ji 2019

机译：基于集成卷积神经网络和深度神经网络的特征融合方法进行轴承故障诊断
7. Rough Set-Probabilistic Neural Networks Fault Diagnosis Method of Polymerization Kettle Equipment Based on Shuffled Frog Leaping Algorithm [O] . Jie-Sheng Wang, Jiang-Di Song, Jie Gao 2015

机译：基于混合蛙跳算法的聚合釜设备粗糙集概率神经网络故障诊断方法
8. Model-Based Fault Diagnosis in Electric Drives Using Artificial Neural Networks. [R] . Masrur, M. A., Chen, Z. H., Zhang, B. F., 2003

机译：基于模型的电力传动故障诊断的人工神经网络。

A Fusion Method of Rough Set and Neural for Network Fault Diagnosis

摘要

著录项

相似文献

相关主题

期刊订阅