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program-and-data-sets
- 本程序是用于在时域中分析处理轴承故障数据的，提取了各种时域的特征参数，包括均值，有效值，峭度，裕度指标，波形指标等等 适合初学者用于轴承的故障诊断中对参数的提取。（附上轴承故障数据3类共21组 正常、内圈、外圈）-This procedure is used in the time domain analysis of bearing fault data processing to extract the characteristics of various time domain param
SOM神经网络的数据分类--柴油机故障诊断
- 根据燃油压力波的特性，完成柴油机故障诊断分类。(According to the characteristics of the fuel pressure wave, the diesel engine fault diagnosis is completed.)
SOM神经网络的数据分类--柴油机故障诊断
- SOM神经网络的数据分类--柴油机故障诊断(Data classification of SOM neural network -- Diesel Engine Fault Diagnosis)
PNN-fault
- 采用概率神经网络进行变压器故障诊断，内含故障数据以及程序详尽程序注释(Using Probabilistic Neural Network for Transformer Fault Diagnosis, Containing Fault Data and Program Detailed Program Notes)
通信设备故障数据信息中的价值发现
- 价值——功能拓扑发现，故障源识别，故障动力学(Value function topology discovery, fault source identification, fault dynamics)
频发故障的寿命分布拟合
- 频发故障的寿命分巧拟合,频发故障的部件，可以基于往大量的维修经验以及相关可靠性寿命试验中测得的结果来判断这类寿命的分布类型，常常有威布尔分布类型、对数正态分布类型，以及指数分布类型等。因此本程序可以根据故障数据输入判断出该数据属于哪一种寿命分布。(Frequent failure of the life of the split fit, frequent failure of the components, can be based on a large number of maintenan
KPCA故障检测程序（代码已优化）
- 基于核主元分析（KPCA）的工业过程故障检测，代码已优化，运行效率高，有详细的注释，附有训练数据和测试数据。(Achieves fault detection of industrial processes based on Kernel Principal Component Analysis (KPCA); the code has been optimized for high operational efficiency; detailed notes are attached with
轴承故障诊断程序，有数据，有运行结果
- 轴承故障诊断程序，其中有数据，结果分析，matlab算法。(Fault diagnosis program for bearing,Including data and results analysis.)
基于实际数据和Bladed数据对变桨故障模式的诊断
- 基于实际数据和Bladed数据对变桨故障模式的诊断，运用机器学习的方法对大数据进行处理，得到可以表征故障模式的特征。(Based on the actual data and Bladed data for the diagnosis of the variable paddle fault mode, the machine learning method is used to deal with the large data, and the characteristics of the f
bearingFaultDiagnosisa
- 包含轴承故障数据，来源于MFPT（Machinery Failure Prevent Technology）论坛，分四组训练数据和测试数据； 数据可直接做频谱分析，效果很好(contain bearing faults data sets, 4 train datas and 4 test datas, can be used for FFT/envespectrum analysis, and you will get perfect effects.)
小波分析轴承故障诊断
- 用小波分析对故障轴承进行诊断，数据源为西储大学的公布的数据。(The fault bearing is diagnosed by wavelet analysis. The data source is published by West storage University.)
一些数据驱动的轴承故障诊断程序
- 一些数据驱动的轴承故障诊断程序，总结不容易，希望大家好好利用。
KECA传感器恒偏差故障检测
- 使用PCA算法进行基于数据的故障诊断的程序(Data - based fault diagnosis program using PCA algorithm)
Desktop
- 西储大学轴承数据，故障特征频率明显，与理论值基本符合。(The bearing data of Xichuan University have obvious fault characteristic frequency, which is basically in accordance with the theoretical value.)
PCA故障检测
- 使用PCA 进行故障检测，内含数据可以测试(Use PCA for fault detection, including data can be tested)
故障诊断程序及数据
- 利用MATLAB实现三容水箱的故障诊断，文件内包含故障诊断数据(Using MATLAB to realize the fault diagnosis of three tank water tank, the file contains the fault diagnosis data)
demo
- 该算法是基于小波包变换能量率--BP神经网络进行机械轴承故障分析，提供了3种轴承故障及正常运营数据，包括Normal.mat 正常轴承数据 +Inner.mat 内圈故障数据+Outer.mat 外圈故障数据+Ball.mat 滚动体故障数据(This algorithm is based on the wavelet packet transform energy rate --BP neural network for mechanical bearing fault analysis, p
小波包能量可视化和GUI设计
- 特色：1.借用小波包分解和小波能量熵函数；2.GUI界面导入西储大学轴承故障数据；3：对提取小波能量方便快捷(Features: 1. Use wavelet packet decomposition and wavelet energy entropy function; 2. GUI interface to import bearing fault data of Xichu University; 3. It is convenient and fast to extract wavel
多尺度样本熵
- 自编多尺度样本熵程序，实例中用于一段轴承故障数据，简单易懂。MultiscaleSampleEntropy函数中的SampleEntropy也可以单独拎出来计算单个样本熵。(Multi scale sample entropy is used for a section of bearing fault data, which is easy to understand. SampleEntropy in the MultiscaleSampleEntropy function can also
多尺度排列熵
- 多尺度样本熵程序，实例中用于一段轴承故障数据，简单易懂。MultiscalePermutationEntropy函数中的PermutationEntropy也可以单独拎出来计算单个样本熵。(The multi-scale sample entropy program, which is used for a section of bearing fault data in an example, is simple and easy to understand. The permutatione