cwru 开源项目推荐（46 个）

SNBQT /Limited-Data-Rolling-Bearing-Fault-Diagnosis-with-Few-shot-Learning

这是《有限数据滚轴承故障诊断与少数测绘学习》论文的相应存储库

VictorBauler /awesome-bearing-dataset

Bearing fault detection public datasets collection.

biswajitsahoo1111 /cbm_codes_open

This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.

TempleKing /MultiTask-Fault-Diagnosis-Framework

A comprehensive benchmark of 16 Deep Learning models (including ResNet, LSTM, Transformer, DenseNet) for CWRU Bearing Fault Diagnosis using PyTorch.

liuqun /python_test_cwru_12DriveEndFault

采样频率12kHz的驱动端故障数据--CWRU凯斯西储大学故障诊断实验数据集

VictorBauler /BearingDatasets

Python library to download public bearing and rotating-machinery fault datasets (CWRU, Paderborn, XJTU-SY, FEMTO, IMS, …) from their original sources and convert them into one Parquet format, with the same columns and labels for every dataset.

Tibbarr /CWRU_BUPT_05

【移动互联网应用课程设计】第五组CWRU项目汇总

GFAlpha /CNN-Transformer-for-Bearing-Fault-Diagnosis

a bearing fault diagnosis based on deep learning using CNN, Transformer and NoiseAug on the CWRU dataset.

97yong /signal-generation-WGAN-CGAN

🧠 [Signal] Fault-specific vibration signal generation using WGAN-CGAN

ddmashawty /cwru-time-frequency-analysis-cwt-fft-stft-dwt

对cwru数据集实现四种时频分析方法，为使用图像分类模型完成数据预处理工作

SNBQT /Awesome-Deep-Fault-Diagnosis

Awesome Deep Fault Diagnosis

kait33-creater /motor-bearing-fault-diagnosis

基于 CWRU 真实轴承振动数据的电机故障诊断系统:时频域特征工程 + 随机森林/1D-CNN 双范式对比,含跨负载泛化与抗噪鲁棒性评估 | Bearing fault diagnosis on CWRU vibration data — feature engineering, RandomForest vs 1D-CNN, cross-load & noise-robustness evaluation

jrg94 /EECS398

CWRU 2016 - Senior Project

jwtjwtjwt628-debug /IEFG-CDAN

IEFG-CDAN: Information-Entropy-aware Fine-Grained Conditional Domain Adversarial Network for cross-working-condition bearing fault diagnosis (CWRU)

furydarkknight /wildbug2

Predictive maintenance for small factories. MachinaSense detects bearing and motor faults from vibration and temperature data using unsupervised AI trained only on normal data. Features English + Hindi alerts, voice/beep warnings, live graphs, CSV diagnostics and an AI chatbot. Edge-ready, ~₹1,800 per motor.

henryzhongsc /eecs338_checkm8_paper

Final paper for EECS 338, taught by Dr. Loui in Fall 2019.

AI-Enthusiast /C-and-Java-like-Interpreter

该项目在 GitHub 上没有填写描述

jrg94 /EECS338

CWRU Operating Systems Course

henrygao11 /bda-final

商务大数据分析期末大作业 repo for big data analysis final project （rul prediction + fault classification)

jrg94 /EECS366

CWRU Graphics Course